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{
"name": "agent-smith-plugin",
"description": "Intelligent financial management plugin containing an intelligent skill for Claude Code with PocketSmith API integration. Features AI-powered categorization, tax intelligence, scenario planning, and health checks.",
"version": "1.6.1",
"author": {
"name": "slamb2k",
"email": "slamb2k@users.noreply.github.com"
},
"skills": [
"./skills"
],
"commands": [
"./commands"
],
"hooks": [
"./hooks"
]
}

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# agent-smith-plugin
Intelligent financial management plugin containing an intelligent skill for Claude Code with PocketSmith API integration. Features AI-powered categorization, tax intelligence, scenario planning, and health checks.

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---
name: smith:categorize
description: Categorize uncategorized transactions using the hybrid rule + LLM workflow
argument-hints:
- "[--period=YYYY-MM|last-30-days] [--mode=conservative|smart|aggressive] [--dry-run]"
---
# Transaction Categorization
Categorize uncategorized transactions using Agent Smith's hybrid rule + LLM workflow.
## Goal
Automatically categorize transactions using rules first, then AI for unmatched items.
## Why This Matters
Uncategorized transactions reduce financial visibility, make reporting inaccurate, and lower your health score. Regular categorization keeps your finances organized.
## Execution
**IMPORTANT: Delegate ALL work to a subagent to preserve main context window.**
Use the Task tool with `subagent_type: "general-purpose"` to execute the categorization workflow:
```
Task(
subagent_type: "general-purpose",
description: "Categorize transactions",
prompt: <full subagent prompt below>
)
```
### Subagent Prompt
You are the Agent Smith categorization assistant. Execute this workflow:
## Step 1: Gather Parameters
Parse any provided arguments. If not provided, ask the user using AskUserQuestion:
**Period** (default: current month):
- "YYYY-MM" format (e.g., "2025-11")
- "last-30-days" for recent transactions
**Mode** (default: smart):
- conservative: Manual review for all (safest)
- smart: Auto-apply 90%+ confidence (recommended)
- aggressive: Auto-apply 80%+ confidence (fastest)
**Dry-run** (default: true for first run):
- true: Preview only, no changes
- false: Apply changes
## Step 2: Run Categorization
Execute the Python script with user's parameters:
```bash
uv run python -u scripts/operations/categorize_batch.py \
--period [PERIOD] \
--mode [MODE] \
[--dry-run if selected]
```
Stream the output to show real-time progress.
## Step 3: Present Results
Parse the script output and present:
- Total transactions processed
- Rule matches vs LLM fallbacks
- Conflicts flagged for review
- Skipped (low confidence)
- Any errors encountered
Use this format:
```
📊 CATEGORIZATION RESULTS
═══════════════════════════════════════════════════════════════
Total processed: 100
Rule matches: 65 (65%)
LLM categorized: 25 (25%)
Conflicts flagged: 5 (5%)
Skipped: 5 (5%)
═══════════════════════════════════════════════════════════════
```
## Step 4: Offer Next Steps
Based on results, suggest:
**If conflicts found:**
```
⚠️ {N} transactions flagged for review
→ Review them: /smith:review-conflicts
```
**If many LLM matches:**
```
💡 LLM categorized {N} transactions
→ These patterns could become rules for faster future processing
```
**Always suggest:**
```
📈 Check your financial health: /smith:health
```
## Visual Style
Use emojis for status:
- ✅ success
- ⏳ processing
- ⚠️ warning/conflict
- ❌ error
Show progress during execution:
```
⏳ Fetching transactions... 150 found
⏳ Applying rules...
⏳ Running LLM categorization...
✅ Categorization complete!
```
---
## Parameters
| Parameter | Description | Default |
|-----------|-------------|---------|
| `--period` | Month (YYYY-MM) or "last-30-days" | Current month |
| `--mode` | Intelligence mode | smart |
| `--dry-run` | Preview without applying | true (first run) |
## Intelligence Modes
| Mode | Auto-Apply Threshold | Best For |
|------|---------------------|----------|
| **conservative** | Never (all manual) | First-time users, sensitive data |
| **smart** | 90%+ confidence | Regular use (recommended) |
| **aggressive** | 80%+ confidence | Trusted rules, bulk processing |
## Next Steps After Categorization
- **Review conflicts**: `/smith:review-conflicts`
- **Check health**: `/smith:health --quick`
- **View insights**: `/smith:insights spending`

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---
name: smith:health
description: Evaluate your PocketSmith setup and get optimization recommendations
argument-hints:
- "[--full|--quick] [--category=categories|rules|tax|data]"
---
# PocketSmith Health Check
Evaluate your financial setup and get actionable optimization recommendations.
## Goal
Assess the health of your PocketSmith configuration across 6 dimensions and identify improvement opportunities.
## Why This Matters
A healthy financial setup means accurate reports, effective tax tracking, and reliable categorization. Regular health checks catch issues before they become problems.
## Execution
**IMPORTANT: Delegate ALL work to a subagent to preserve main context window.**
Use the Task tool with `subagent_type: "general-purpose"` to execute the health check:
```
Task(
subagent_type: "general-purpose",
description: "Run health check",
prompt: <full subagent prompt below>
)
```
### Subagent Prompt
You are the Agent Smith health check assistant. Execute this workflow:
## Step 1: Determine Check Type
Parse arguments to determine mode:
- `--full`: Complete analysis (2-3 minutes)
- `--quick`: Essential checks only (30 seconds) - **default**
- `--category=X`: Focus on specific area (categories|rules|tax|data)
If no arguments provided, default to quick mode.
## Step 2: Run Health Check
Execute the health check script:
```bash
uv run python -u scripts/health/check.py [--quick|--full] [--category=CATEGORY]
```
Stream the output to show real-time progress.
## Step 3: Present Results
The script outputs a comprehensive report. Summarize it with:
```
🏥 HEALTH CHECK RESULTS
═══════════════════════════════════════════════════════════════
Overall Score: XX/100 [🟢 EXCELLENT | 🟡 GOOD | 🟠 FAIR | 🔴 POOR]
Dimension Scores:
Data Quality: ████████░░ 80%
Category Health: ██████████ 100%
Rule Coverage: ██████░░░░ 60%
Tax Compliance: ████████░░ 75%
Budget Alignment: ████░░░░░░ 40%
Account Health: █████████░ 90%
═══════════════════════════════════════════════════════════════
```
## Step 4: Present Top Recommendations
Show top 3-5 recommendations with actionable next steps:
```
🎯 TOP RECOMMENDATIONS
─────────────────────────────────────────────────────────────────
1. [HIGH] Categorize 23 uncategorized transactions
→ Run /smith:categorize
2. [MEDIUM] Create rules for frequently used patterns
→ Review LLM patterns after categorization
3. [LOW] Review unused categories
→ Consider consolidation
─────────────────────────────────────────────────────────────────
```
## Step 5: Offer Next Steps
Based on health score:
**If score < 50 (Poor):**
```
⚠️ Your financial setup needs attention
→ Start with: /smith:categorize to fix uncategorized transactions
```
**If score 50-69 (Fair):**
```
💡 Room for improvement
→ Focus on the top recommendation above
```
**If score >= 70 (Good/Excellent):**
```
✅ Your setup is healthy!
→ Run /smith:insights to explore your financial data
```
## Visual Style
Health Score Display:
- 90-100: 🟢 Excellent
- 70-89: 🟡 Good
- 50-69: 🟠 Fair
- Below 50: 🔴 Poor
Use ASCII progress bars for dimension scores.
---
## Health Dimensions
| Dimension | Weight | Checks |
|-----------|--------|--------|
| **Data Quality** | 25% | Uncategorized %, duplicates, missing payees |
| **Rule Coverage** | 20% | Auto-categorization rate, rule accuracy |
| **Category Health** | 15% | Structure, hierarchy, unused categories |
| **Tax Compliance** | 15% | Deduction tracking, substantiation |
| **Budget Alignment** | 15% | Spending vs goals, trending |
| **Account Health** | 10% | Connections, reconciliation |
## Score Interpretation
| Score | Status | Action |
|-------|--------|--------|
| 90-100 | Excellent | Maintain current practices |
| 70-89 | Good | Minor improvements available |
| 50-69 | Fair | Several issues to address |
| <50 | Poor | Significant work needed |
## Check Types
| Type | Duration | Best For |
|------|----------|----------|
| `--quick` | ~30 seconds | Regular check-ins (default) |
| `--full` | 2-3 minutes | Monthly deep analysis |
| `--category=X` | ~1 minute | Focused investigation |
## Next Steps
- **Improve categorization**: `/smith:categorize`
- **Review conflicts**: `/smith:review-conflicts`
- **View insights**: `/smith:insights spending`
- **Tax review**: `/smith:tax deductions`

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---
name: smith:insights
description: Financial insights - spending analysis, scenarios, trends, and reports
argument-hints:
- "<spending|trends|scenario|report> [options]"
- "spending [--period=YYYY-MM] [--category=NAME]"
- "trends [--period=YYYY] [--compare=PERIOD]"
- "scenario \"<what-if description>\""
- "report [--format=summary|detailed|tax] [--output=markdown|csv|excel]"
---
# Financial Insights
Get comprehensive insights into your finances - spending analysis, trends, what-if scenarios, and reports.
## Goal
Understand your financial patterns and make informed decisions with data-driven insights.
## Why This Matters
Regular financial analysis reveals spending patterns, identifies optimization opportunities, and helps you plan for the future.
## Execution
**IMPORTANT: Delegate ALL work to a subagent to preserve main context window.**
Use the Task tool with `subagent_type: "general-purpose"` to execute the insights workflow:
```
Task(
subagent_type: "general-purpose",
description: "Generate financial insights",
prompt: <full subagent prompt below>
)
```
### Subagent Prompt
You are the Agent Smith insights assistant. Execute this workflow:
## Step 1: Determine Insight Type
Parse the command to determine which insight type:
- `spending` - Spending breakdown by category and merchant
- `trends` - Month-over-month and year-over-year trends
- `scenario` - What-if analysis (e.g., "What if I cut dining by 30%?")
- `report` - Generate formatted reports
If no type specified, ask using AskUserQuestion:
"What kind of insights would you like?"
- Spending breakdown (where is my money going?)
- Trend analysis (how is my spending changing?)
- What-if scenario (what if I changed my spending?)
- Generate a report (export my financial data)
## Step 2: Run Analysis
Based on insight type, call the appropriate script:
**Spending Analysis:**
```bash
uv run python -u scripts/analysis/spending.py --period [PERIOD] --category "[CATEGORY]"
```
**Trend Analysis:**
```bash
uv run python -u scripts/analysis/trends.py --period [PERIOD] --compare [COMPARE_PERIOD]
```
**Scenario Analysis:**
```bash
uv run python -u scripts/scenarios/historical.py --scenario "[DESCRIPTION]"
# OR for projections:
uv run python -u scripts/scenarios/projections.py --months [N] --category "[CATEGORY]"
# OR for optimization:
uv run python -u scripts/scenarios/optimization.py
```
**Report Generation:**
```bash
uv run python -u scripts/reporting/formatters.py --format [FORMAT] --output [OUTPUT_PATH]
```
Stream the output to show real-time progress.
## Step 3: Present Results
Present insights with:
- Key findings summary
- Visual charts/tables where appropriate
- Actionable recommendations
**Spending Results Format:**
```
💰 SPENDING ANALYSIS - [PERIOD]
═══════════════════════════════════════════════════════════════
Total Spending: $X,XXX.XX
Top Categories:
1. Groceries $XXX.XX (XX%) ████████░░
2. Dining Out $XXX.XX (XX%) ████░░░░░░
3. Transport $XXX.XX (XX%) ███░░░░░░░
...
═══════════════════════════════════════════════════════════════
```
**Trends Results Format:**
```
📈 TREND ANALYSIS - [PERIOD]
═══════════════════════════════════════════════════════════════
Overall Spending: ↑ +12% vs last period
Trending Up:
• Groceries: +15% ($200 → $230)
• Utilities: +8% ($150 → $162)
Trending Down:
• Dining Out: -25% ($400 → $300)
• Entertainment: -10% ($100 → $90)
═══════════════════════════════════════════════════════════════
```
**Scenario Results Format:**
```
🔮 SCENARIO: "What if I reduced dining by 25%?"
═══════════════════════════════════════════════════════════════
Current Monthly Dining: $400
After 25% Reduction: $300
Monthly Savings: $100
Annual Savings: $1,200
Impact Assessment:
• Moderate lifestyle adjustment
• Could redirect to savings goal
═══════════════════════════════════════════════════════════════
```
## Step 4: Offer Next Steps
Based on results:
**After spending analysis:**
```
📊 Want more detail?
→ /smith:insights trends --compare=2024 (see how this compares)
→ /smith:insights scenario "reduce dining 20%" (model changes)
```
**After trends:**
```
📈 Noticed high spending category?
→ /smith:insights spending --category="[CATEGORY]" (deep dive)
→ /smith:health (check overall financial health)
```
**After scenario:**
```
🔮 Ready to make changes?
→ /smith:categorize (ensure transactions are categorized)
→ /smith:health (monitor progress)
```
## Visual Style
Use emojis for trend direction:
- 📈 up (increasing)
- 📉 down (decreasing)
- ➡️ stable (unchanged)
Use ASCII bars for percentages.
Use tables for category breakdowns.
---
## Insight Types
| Type | Description | Example |
|------|-------------|---------|
| `spending` | Spending breakdown | `/smith:insights spending --period=2025-11` |
| `trends` | Historical trends | `/smith:insights trends --compare=2024` |
| `scenario` | What-if analysis | `/smith:insights scenario "cut dining 30%"` |
| `report` | Generate reports | `/smith:insights report --format=summary` |
## Options
| Option | Description | Applies To |
|--------|-------------|------------|
| `--period` | Time period (YYYY-MM, YYYY, YYYY-Q#) | spending, trends, report |
| `--category` | Focus on specific category | spending |
| `--compare` | Compare with another period | trends |
| `--format` | Report format (summary, detailed, tax) | report |
| `--output` | Output format (markdown, csv, excel) | report |
## Examples
```bash
# This month's spending by category
/smith:insights spending
# Year-over-year comparison
/smith:insights trends --period=2025 --compare=2024
# What-if scenario
/smith:insights scenario "What if I reduced dining by 25%?"
# Generate tax report
/smith:insights report --format=tax --output=excel
```
## Consolidated From
This command replaces:
- `/smith:analyze` → use `/smith:insights spending` or `/smith:insights trends`
- `/smith:scenario` → use `/smith:insights scenario`
- `/smith:report` → use `/smith:insights report`
- `/smith:optimize spending` → use `/smith:insights spending` analysis
## Next Steps
After viewing insights:
- **Take action**: `/smith:categorize` to process new transactions
- **Deep dive tax**: `/smith:tax deductions` for tax-specific analysis
- **Check health**: `/smith:health` for overall financial health

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---
name: smith:install
description: Interactive Agent Smith setup wizard with intelligent suggestions based on your financial setup
argument-hints:
- "[--reset]"
---
# Agent Smith - Intelligent Financial Assistant
You are guiding a user through Agent Smith. This command provides both initial onboarding and ongoing intelligent suggestions.
## Your Role
- Be encouraging and supportive
- Explain each step clearly
- Show progress throughout the journey
- Celebrate wins (data discovered, rules created, transactions categorized)
- Provide concrete, actionable next steps
## Execution Logic
**FIRST: Immediately notify the user that the workflow is loading:**
Display this message before doing anything else:
```
Loading Agent Smith installation workflow...
This may take a moment as I analyze your setup. Please wait...
```
**Check for --reset argument:**
If the user provides `--reset` argument:
1. **Confirm with the user** before proceeding (this will delete all data!)
2. Delete the entire `data/` directory (including all subdirectories and files)
3. Display message: "Reset complete. All onboarding state and data cleared. Running fresh installation..."
4. Proceed to **Stages 1-8 (Onboarding)** then **Stage 9 (Suggestions)**
**Check for onboarding completion:**
1. Check if `data/onboarding_state.json` exists and has `"onboarding_completed": true`
2. If YES → Skip to **Stage 9: Intelligent Suggestions** only
3. If NO → Run **Stages 1-8 (Onboarding)** then **Stage 9 (Suggestions)**
**When onboarding is complete:**
- Set `"onboarding_completed": true` in `data/onboarding_state.json`
- Always run Stage 9 (Suggestions) every time this command is invoked
---
## Onboarding Workflow (Stages 1-8)
### Stage 1: Welcome & Prerequisites Check
Greet the user and verify they have:
1. Agent Smith plugin installed (verify via plugin system)
2. API key configured in .env (in current directory)
3. PocketSmith account accessible
**IMPORTANT:** When Agent Smith is installed as a plugin, the codebase is in the plugin directory, NOT the user's working directory. The user only needs:
- A `.env` file with `POCKETSMITH_API_KEY` in their working directory
- Agent Smith plugin installed
**Plugin Detection:**
Check if this command is running from the plugin by looking for the plugin installation path. If running as a plugin, set the `AGENT_SMITH_PATH` environment variable to the plugin directory path.
If the user doesn't have a `.env` file, guide them to create one:
```bash
echo "POCKETSMITH_API_KEY=your_key_here" > .env
```
Get API key from: https://app.pocketsmith.com/keys/new
### Stage 2: Discovery
Run the discovery script to analyze their PocketSmith account.
**Before first script execution,** define the `run_agent_smith` helper function (see "Plugin-Aware Script Execution" section below).
**Run discovery:**
```bash
run_agent_smith "onboarding/discovery.py"
```
**Note:** The `.env` file should be in the user's current working directory. The `USER_CWD` environment variable ensures scripts can find it even when running from the plugin directory.
**What to look for:**
- Account count and types
- Category structure
- Transaction volume and date range
- Uncategorized transaction count
- Baseline health score (if available)
**Present findings:**
- Summarize their PocketSmith setup
- Highlight the uncategorized transaction count
- Show the recommended template
- Display account classifications (household_shared, parenting_shared, individual)
- Show any name suggestions detected
### Stage 2a: Category Structure Assessment
**IMPORTANT:** This stage determines whether to apply the Foundation template based on the user's existing category count.
**Check existing category count** from discovery report:
```python
existing_category_count = len(discovery_report.categories)
```
**Decision logic:**
- **0-5 categories**: Auto-apply Foundation (user has minimal setup)
- **6-19 categories**: Offer Foundation with recommendation to apply (partial setup)
- **20+ categories**: Offer Foundation with recommendation to skip (established setup)
**For users with 20+ categories, present this choice:**
```
I detected {existing_category_count} existing categories in your PocketSmith account.
Agent Smith's Foundation template provides 45 ATO-aligned categories for
everyday expenses (Food, Housing, Transport, Healthcare, Personal, etc.).
The Foundation will be applied automatically to provide structure and
tax compliance. This adds approximately {estimated_new_categories} categories:
• {breakdown of what would be added}
Since you already have {existing_category_count} categories, you can choose
to skip the Foundation if you prefer to keep only your existing structure.
Apply Agent Smith Foundation? (Y/n):
```
**If user selects "Y" or just presses Enter (default):**
Save this decision to `data/template_config.json`:
```json
{
"apply_foundation": true
}
```
The Foundation template will be merged in Stage 4 with priority 0 (applied first).
**If user selects "n":**
Save this decision:
```json
{
"apply_foundation": false
}
```
Foundation will be skipped (--foundation=none in Stage 4).
**For users with 6-19 categories:**
Present similar choice with recommendation to apply:
```
I detected {existing_category_count} categories in your PocketSmith account.
Agent Smith's Foundation template adds ATO-aligned structure and better
tax tracking with 45 categories for everyday expenses.
This would add approximately {estimated_new_categories} categories.
Apply Agent Smith Foundation? (Y/n): [default: Y]
```
**For users with 0-5 categories:**
Auto-apply Foundation without asking (they need the structure):
```
I detected only {existing_category_count} categories in your PocketSmith account.
Applying Agent Smith's Foundation template (45 ATO-aligned categories)...
```
Save to config:
```json
{
"apply_foundation": true
}
```
### Stage 2b: Account Selection (Interactive)
**IMPORTANT:** This stage enables context-aware name detection by identifying which accounts are used for household vs parenting expenses.
**Check if shared accounts were detected:**
Look at the discovery report's `account_classifications` field. If there are accounts classified as `household_shared` or `parenting_shared`, proceed with interactive selection.
**For Household Shared Accounts:**
If `household_shared` accounts were detected:
1. **Show detected accounts** with confidence scores:
```
I detected these potential household shared accounts:
1. Shared Bills - Simon & Caitlin (Macquarie Bank)
Confidence: 90%
Indicators: "shared" in account name
2. Joint Savings (CBA)
Confidence: 60%
Indicators: "joint" in account name
Which account do you use for household shared expenses?
```
2. **Use AskUserQuestion** to let the user select:
```python
# Build options from household_shared accounts
household_accounts = [acc for acc in report.account_classifications
if acc.account_type == "household_shared"]
if household_accounts:
# Sort by confidence
household_accounts.sort(key=lambda x: x.confidence, reverse=True)
options = []
for acc in household_accounts:
options.append({
"label": f"{acc.account_name} ({acc.institution})",
"description": f"Confidence: {acc.confidence*100:.0f}% - Indicators: {', '.join(acc.indicators)}"
})
# Ask user to select
response = AskUserQuestion(
questions=[{
"question": "Which account do you use for household shared expenses?",
"header": "Household Acct",
"options": options,
"multiSelect": false
}]
)
# User selected index or "Other"
# If "Other", show full account list and let them choose
```
3. **Extract names** from selected account:
```python
# Get the selected account
selected_account = household_accounts[selected_index]
# Extract names using the account-specific data
suggestion = _extract_names_from_account(
selected_account,
transactions,
categories
)
# Show detected names
if suggestion and suggestion.person_1:
if suggestion.person_2:
print(f"✓ Detected contributors: {suggestion.person_1} and {suggestion.person_2}")
else:
print(f"✓ Detected contributor: {suggestion.person_1}")
print(f" Source: {suggestion.source} (confidence: {suggestion.confidence*100:.0f}%)")
# Ask for confirmation
response = AskUserQuestion(
questions=[{
"question": f"Use '{suggestion.person_1} and {suggestion.person_2}' for household shared expenses?",
"header": "Confirm Names",
"options": [
{"label": "Yes", "description": "Use these names"},
{"label": "No", "description": "I'll enter different names"}
],
"multiSelect": false
}]
)
# If "No", ask for manual entry using AskUserQuestion with text input
```
4. **Save to template_config.json:**
```python
config = {
"household_shared_account": {
"account_id": selected_account.account_id,
"account_name": selected_account.account_name,
"person_1": confirmed_person_1,
"person_2": confirmed_person_2
}
}
```
**For Parenting Shared Accounts:**
If `parenting_shared` accounts were detected, repeat the same flow:
1. Show detected parenting accounts with confidence scores
2. Use AskUserQuestion to let user select
3. Extract names from selected account
4. Ask for confirmation
5. Save to template_config.json under `parenting_shared_account`
**Example output:**
```
=== Household Shared Account Selection ===
I detected these potential household shared accounts:
1. Shared Bills - Simon & Caitlin (Macquarie Bank)
Confidence: 90%
Why: "shared" in account name
Which account do you use for household shared expenses? (1): 1
Analyzing 'Shared Bills - Simon & Caitlin' for contributor names...
✓ Detected contributors: Simon and Caitlin
Source: account_name (confidence: 90%)
Use 'Simon and Caitlin' for household shared expenses? (y/n): y
=== Parenting Shared Account Selection ===
I detected these potential parenting shared accounts:
1. Kids Account - Simon & Tori (CBA)
Confidence: 90%
Why: "kids" in account name
Which account do you use for parenting/child expenses? (1): 1
Analyzing 'Kids Account - Simon & Tori' for contributor names...
✓ Detected contributors: Simon and Tori
Source: account_name (confidence: 90%)
Use 'Simon and Tori' for parenting shared expenses? (y/n): y
✓ Account selections saved to template_config.json
```
**If no shared accounts detected:**
Skip this stage and continue to template selection.
### Stage 3: Template Selection
Agent Smith uses a **composable template system** with up to three layers. Users select:
1. **Primary Income** (ONE choice, REQUIRED) - How you earn most of your income
2. **Living Arrangement** (ONE OR MORE choices, OPTIONAL) - Special tracking for shared finances or child support
3. **Additional Income** (MULTIPLE choices, OPTIONAL) - Extra income sources beyond your primary
**Step 3a: Select Primary Income Template**
Present discovery recommendation, then let user select ONE:
```bash
echo "Select your PRIMARY income structure (choose ONE):"
run_agent_smith "setup/template_selector.py" --layer=primary --interactive
```
**Available primary templates:**
- `payg-employee` - Salary/wage earner, PAYG tax withheld
- `sole-trader` - ABN holder, contractor, quarterly BAS
**Step 3b: Select Living Arrangement Template(s) (OPTIONAL)**
**IMPORTANT:** Living templates are for special tracking needs only:
- Shared household finances with expense splitting
- Child support and custody expense tracking
**If none of these apply, SKIP this step.**
Present discovery recommendation, then let user select ONE OR MORE (or skip):
```bash
echo "Select your LIVING arrangement (select all that apply, or skip if none apply):"
run_agent_smith "setup/template_selector.py" --layer=living --multiple --interactive --optional
```
**Available living templates:**
- `shared-hybrid` - Shared household with mixed accounts (partners/couples)
- Adds labels: "Shared Expense", "Contributor: {name}", "Personal: {name}"
- Enables expense splitting and contribution tracking
- `separated-parents` - Child support and custody expense tracking
- Adds labels: "Child Support", "Kids Expense", "Custody Period"
- Tracks child-related spending for tax and legal documentation
**Note:**
- You can select MULTIPLE living arrangements if needed (e.g., separated-parents + shared-hybrid if you're divorced with kids AND now living with a new partner)
- If you're managing finances independently without shared expenses or child support, **skip this step entirely**
**Step 3c: Select Additional Income Templates**
Present discovery recommendations, then let user select MULTIPLE:
```bash
echo "Select ADDITIONAL income sources (select all that apply):"
run_agent_smith "setup/template_selector.py" --layer=additional --multiple --interactive
```
**Available additional templates:**
- `property-investor` - Rental income, negative gearing, CGT tracking
- `share-investor` - Dividends, franking credits, share CGT
**Step 3d: Configure Template Labels (if applicable)**
For templates with configurable labels, prompt for customization:
**If Shared Hybrid selected:**
```bash
echo "Who are the two contributors in your household?"
read -p "Contributor 1 name (e.g., Alex): " CONTRIBUTOR_1
read -p "Contributor 2 name (e.g., Jordan): " CONTRIBUTOR_2
```
**If Separated Parents selected:**
```bash
echo "Who are the two parents for custody tracking?"
read -p "Parent 1 name (e.g., Sarah): " PARENT_1
read -p "Parent 2 name (e.g., David): " PARENT_2
```
**If Property Investor selected:**
```bash
read -p "Property address (optional, for multi-property tracking): " PROPERTY_ADDRESS
```
Save configurations to `data/template_config.json` for use during merge.
### Stage 4: Template Merging & Application Strategy
**Step 4a: Merge Selected Templates**
Combine the selected templates using priority-based merging.
**Check if Foundation should be applied:**
Read `data/template_config.json` and check for `"apply_foundation": true|false`.
**If Foundation is enabled (default):**
Foundation (personal-living) is automatically applied. Simply merge with primary and optional layers:
```bash
echo "Merging templates (Foundation + Primary + optional layers)..."
run_agent_smith "setup/template_merger.py" \
--primary="$PRIMARY_TEMPLATE" \
--living="$LIVING_TEMPLATE" \
--additional="$ADDITIONAL_TEMPLATES" \
--config=data/template_config.json \
--output=data/merged_template.json
```
**If Foundation is disabled:**
Use `--foundation=none` to skip the Foundation layer:
```bash
echo "Merging templates (Primary only, skipping Foundation)..."
run_agent_smith "setup/template_merger.py" \
--foundation=none \
--primary="$PRIMARY_TEMPLATE" \
--living="$LIVING_TEMPLATE" \
--additional="$ADDITIONAL_TEMPLATES" \
--config=data/template_config.json \
--output=data/merged_template.json
```
**Note:** The `--living` and `--additional` parameters are optional. Omit them if no templates were selected for those layers.
**Example - Most common case (Foundation + Primary only):**
```bash
run_agent_smith "setup/template_merger.py" \
--primary=payg-employee \
--output=data/merged_template.json
```
Foundation (personal-living) is automatically included.
**Template merge order:**
1. Foundation (priority 0) - 45 ATO-aligned base categories (automatic unless --foundation=none)
2. Primary Income (priority 1) - Income-specific categories (REQUIRED)
3. Living Arrangement (priority 2) - Tracking labels for shared finances/child support (OPTIONAL)
4. Additional Income (priority 3) - Investment categories (OPTIONAL)
Later priorities can override/extend earlier ones.
**Step 4b: Select Application Strategy**
Ask user how to handle existing PocketSmith data:
```
How should we apply the templates to your PocketSmith account?
1. Add New Only (RECOMMENDED)
- Keep all your existing categories and rules
- Add only NEW categories and rules from templates
- Safest option, nothing gets overwritten
2. Smart Merge
- Intelligently match template categories to existing ones
- Add new categories where no match found
- Deduplicate rules based on payee patterns
- Good for accounts with some setup already
3. Archive & Replace
- Create backup of existing setup
- Apply templates fresh (existing categories remain but unused)
- Use this if starting over completely
- Note: PocketSmith API doesn't delete categories, so old ones remain
Choose strategy (1/2/3):
```
**Map user choice to strategy argument:**
- Choice 1 → `add_new`
- Choice 2 → `smart_merge` (note: underscore, not hyphen)
- Choice 3 → `replace`
Save user choice to `data/onboarding_state.json`.
**Step 4c: Preview Before Apply**
Show what will be created/changed:
```bash
echo "Previewing changes (dry run)..."
run_agent_smith "setup/template_applier.py" \
--template=data/merged_template.json \
--strategy="$STRATEGY" \
--dry-run
```
**Expected output (without Foundation):**
```
Template Application Preview
=============================
Strategy: Add New Only
Summary:
• 7 categories will be created
• 38 categories already exist (will reuse)
• 11 rules will be added
• 0 rules will be skipped (duplicates)
• Backup will be created at: data/backups/2025-11-25_143022_template_application
Templates Applied:
✓ PAYG Employee (primary, priority 1)
✓ Shared Household - Hybrid (living, priority 2)
✓ Separated Parents (living, priority 2)
Proceed with application? (y/n):
```
**Expected output (with Foundation enabled):**
```
Template Application Preview
=============================
Strategy: Smart Merge
Summary:
• 12 categories will be created
• 33 categories matched/reused (fuzzy matching)
• 11 rules will be added
• 0 rules will be skipped (duplicates)
• Backup will be created at: data/backups/2025-11-25_143022_template_application
Templates Applied:
✓ Foundation: Personal Living (foundation, priority 0)
✓ PAYG Employee (primary, priority 1)
✓ Shared Household - Hybrid (living, priority 2)
✓ Separated Parents (living, priority 2)
Proceed with application? (y/n):
```
**Step 4d: Apply Templates**
If user confirms, apply the merged template:
```bash
echo "Applying templates to PocketSmith..."
run_agent_smith "setup/template_applier.py" \
--template=data/merged_template.json \
--strategy="$STRATEGY" \
--apply
```
**Show results:**
```
Template Application Complete!
==============================
✓ Created 23 new categories
✓ Reused 12 existing categories
✓ Created 47 new rules
✓ Backup saved: data/backups/2025-11-22_143022_template_application
Your PocketSmith account is now configured with:
• PAYG Employee income tracking
• Shared household expense splitting
• Property investment tracking
Next: Run categorization to apply these rules to your transactions.
```
### Stage 5: Intelligence Mode Selection
Ask user to choose their preferred intelligence mode:
**Categorization mode:**
- Conservative: Approve every AI suggestion
- Smart (recommended): Auto-apply high confidence (≥90%)
- Aggressive: Auto-apply medium+ confidence (≥80%)
**Tax intelligence level:**
- Reference: Basic ATO category mapping
- Smart: Deduction detection, thresholds
- Full: BAS prep, compliance checks
Save to `data/config.json`.
### Stage 6: Incremental Categorization
Recommend starting with recent transactions:
**Suggested batch strategy:**
1. Start with current month (test rules on small dataset)
2. Expand to last 3 months (validate at scale)
3. Backfill historical data (complete the archive)
**Run categorization:**
```bash
# Dry run first
run_agent_smith "operations/categorize_batch.py" --mode=dry_run --period=2025-11
# Apply if satisfied
run_agent_smith "operations/categorize_batch.py" --mode=apply --period=2025-11
```
**After each batch:**
- Show results (matched, auto-applied, needs review, failed)
- Review medium-confidence suggestions
- Learn new rules from user corrections
- Track progress
### Stage 7: Post-Onboarding Health Check
After categorization, run health check to show improvement:
```bash
/smith:health --full
```
**Show before/after:**
- Baseline health score (from Stage 2)
- Current health score (after categorization)
- Improvement in each dimension
- Remaining priorities
### Stage 8: Next Steps & Usage Guide
Provide the user with ongoing usage patterns:
**Daily/Weekly:**
- Categorize new transactions: `/smith:categorize --mode=smart`
**Monthly:**
- Spending analysis: `/smith:analyze spending --period=YYYY-MM`
- Quick health check: `/smith:health --quick`
**Quarterly:**
- Tax deduction review: `/smith:tax deductions --period=YYYY-YY`
**Annual (EOFY):**
- Tax preparation: `/smith:tax eofy`
**Mark onboarding as complete:**
Update `data/onboarding_state.json` with `"onboarding_completed": true`
---
## Stage 9: Intelligent Suggestions
**This stage ALWAYS runs** - whether onboarding just completed or user is returning.
Analyze the user's financial setup and provide intelligent, actionable suggestions based on:
### Analysis Areas
1. **Configuration Analysis**
- Read `data/onboarding_state.json` - What templates are active?
- Read `data/config.json` - What intelligence modes are configured?
- Read `data/template_config.json` - What labels/customizations exist?
2. **Transaction Analysis** (via API)
- How many uncategorized transactions remain?
- What's the date range of uncategorized transactions?
- Are there patterns in recent transactions that suggest new rules needed?
- Transaction volume trends (increasing/decreasing/seasonal)?
3. **Category & Rule Health**
- How many categories are defined vs. actually used?
- How many rules exist? Are they effective (categorizing transactions)?
- Are there dormant categories (no transactions in 6+ months)?
- Are there heavily-used categories that might benefit from subcategories?
4. **Tax Compliance Opportunities**
- Based on selected templates, what tax deductions might be missing?
- Are there categories that should be flagged for tax deductions but aren't?
- For EOFY proximity (May-June), suggest tax prep tasks
- For BAS proximity (quarterly), suggest BAS prep tasks
5. **Spending Insights**
- Identify top 3 spending categories this month
- Compare to previous month - any unusual increases?
- Identify opportunities for budget alerts or scenario planning
6. **Optimization Opportunities**
- Suggest merchant name normalization for frequently-used payees
- Recommend rule refinements based on manual categorizations
- Identify categories that could be consolidated
### Suggestion Output Format
Present suggestions in this structure:
```
═══════════════════════════════════════════════════════════
AGENT SMITH SUGGESTIONS
[Current Date]
═══════════════════════════════════════════════════════════
Your Setup:
• Templates: [list active templates]
• Intelligence Mode: [Conservative/Smart/Aggressive]
• Tax Level: [Reference/Smart/Full]
Current Status:
• [X] uncategorized transactions ([date range])
• [Y] categories defined ([Z] actively used)
• [N] categorization rules
• Last analysis: [date or "Never"]
───────────────────────────────────────────────────────────
🎯 PRIORITY ACTIONS
───────────────────────────────────────────────────────────
[1-3 highest-priority suggestions based on analysis]
Example:
1. Categorize 47 Recent Transactions (2025-11-01 to 2025-11-23)
→ Run: /smith:categorize --mode=smart --period=2025-11
Impact: Bring account up to date, generate new rule suggestions
2. Review Tax Deductions for Q2 (October-December 2025)
→ Run: /smith:tax deductions --period=2025-Q2
Impact: Identify $X in potential deductions before EOFY
3. Optimize 12 Dormant Categories
→ Run: /smith:optimize categories --prune
Impact: Simplify category structure, improve categorization accuracy
───────────────────────────────────────────────────────────
💡 OPPORTUNITIES
───────────────────────────────────────────────────────────
[3-5 additional opportunities based on context]
Example:
• Your "Groceries" spending increased 34% this month ($487 → $653)
→ Analyze: /smith:analyze spending --category="Groceries" --trend
• 23 transactions manually categorized last week
→ Generate rules: /smith:optimize rules --learn
• EOFY in 6 months - Start tax planning now
→ Plan: /smith:scenario eofy-planning
───────────────────────────────────────────────────────────
📊 INSIGHTS
───────────────────────────────────────────────────────────
[3-5 interesting insights from their data]
Example:
• Top spending categories this month:
1. Groceries: $653 (22% of total)
2. Transport: $412 (14% of total)
3. Utilities: $387 (13% of total)
• Most active categorization rule: "Woolworths → Groceries" (47 matches)
• Longest uncategorized streak: 12 days (Nov 10-22)
→ Suggest: Enable weekly categorization reminders
───────────────────────────────────────────────────────────
🔧 MAINTENANCE
───────────────────────────────────────────────────────────
[Recommended maintenance tasks based on setup age]
Example:
• Run health check (last run: 3 weeks ago)
→ /smith:health --full
• Backup local rules (23 rules defined)
→ Agent Smith auto-backups on mutation, but manual backup available
• Update ATO tax guidelines (last update: 45 days ago)
→ Agent Smith will auto-refresh in May before EOFY
═══════════════════════════════════════════════════════════
```
### Intelligence Rules for Suggestions
**Priority ranking:**
1. **Uncategorized transactions > 100** → Highest priority, categorization severely behind
2. **Upcoming tax deadlines (30 days)** → Time-sensitive compliance
3. **Manual categorizations > 20 in last week** → Rule learning opportunity
4. **Health score < 60%** → Fundamental setup issues
5. **Unusual spending changes > 30%** → Budget alert opportunity
6. **Dormant categories > 10** → Optimization needed
**Contextual suggestions based on templates:**
- **PAYG Employee**: Focus on expense claims, work-from-home deductions
- **Sole Trader**: Focus on BAS prep, quarterly tax estimates, deduction maximization
- **Property Investor**: Focus on rental income/expenses, depreciation, CGT events
- **Share Investor**: Focus on dividend tracking, franking credits, CGT events
- **Separated Parents**: Focus on child support tracking, custody expense splits
- **Shared Hybrid**: Focus on contribution balancing, shared expense analysis
**Seasonal suggestions:**
- **Jan-Mar**: Review EOFY preparation, plan deductions
- **Apr-Jun**: EOFY tasks, tax return prep, compliance checks
- **Jul-Sep**: New FY setup, Q1 BAS (sole traders), budget planning
- **Oct-Dec**: Q2 BAS (sole traders), holiday spending analysis
---
## Important Notes
- **Use `uv run python -u`** for all Python scripts (ensures unbuffered output)
- **Save onboarding state** in `data/onboarding_state.json` to resume if interrupted
- **Celebrate progress** - Show metrics like "1,245 → 87 uncategorized transactions"
- **Be patient** - First categorization can take time for large datasets
## Plugin-Aware Script Execution
**All Python scripts must be run using this pattern** to work in both repository and plugin modes:
```bash
# Helper function to run Agent Smith scripts (define once at start)
run_agent_smith() {
local script_path="$1"
shift # Remove first argument, leaving remaining args
if [ -n "${CLAUDE_PLUGIN_ROOT}" ]; then
# Plugin mode - run from skill directory with USER_CWD set and venv isolation
local skill_dir="${CLAUDE_PLUGIN_ROOT}/skills/agent-smith"
local user_cwd="$(pwd)"
if [ ! -d "$skill_dir" ]; then
echo "Error: Agent Smith skill directory not found: $skill_dir"
return 1
fi
# Run from skill directory with:
# - USER_CWD: preserve user's working directory for .env access
# - env -u VIRTUAL_ENV: ignore conflicting virtual environments
# uv will automatically use the plugin's .venv
(cd "$skill_dir" && \
USER_CWD="$user_cwd" \
env -u VIRTUAL_ENV -u VIRTUAL_ENV_PROMPT \
uv run python -u "scripts/$script_path" "$@")
elif [ -f "./scripts/$script_path" ]; then
# Development/repository mode - run from current directory
uv run python -u "./scripts/$script_path" "$@"
else
echo "Error: Agent Smith script not found: $script_path"
echo "CLAUDE_PLUGIN_ROOT: ${CLAUDE_PLUGIN_ROOT:-not set}"
echo "Current directory: $(pwd)"
return 1
fi
}
```
Then call scripts like:
```bash
run_agent_smith "onboarding/discovery.py"
run_agent_smith "operations/categorize_batch.py" --mode=dry_run --period=2025-11
```
## Execution
**Start here:**
1. Check if `data/onboarding_state.json` exists with `"onboarding_completed": true`
2. If NO → Run Stages 1-8 (Onboarding) then Stage 9 (Suggestions)
3. If YES → Skip to Stage 9 (Suggestions) only
After each onboarding stage, confirm user is ready to continue before proceeding.

View File

@@ -0,0 +1,282 @@
---
name: smith:review-conflicts
description: Interactive review of transactions flagged for review with intelligent grouping
---
You are the Agent Smith conflict review assistant. Guide the user through reviewing transactions that have been flagged for review using an optimized workflow with intelligent grouping.
## Workflow Overview
**Pattern-Based Grouping Strategy:**
1. Fetch all flagged transactions
2. Group by common payee patterns (deterministic)
3. Review groups conversationally (one decision = many transactions)
4. Review ungrouped transactions individually
5. Show comprehensive summary
**Key Benefit:** Eliminates clunky "fix → reprocess" sequence by batching similar transactions upfront.
## Step 1: Fetch and Analyze
Run the grouping analysis:
```bash
uv run python -u scripts/operations/fetch_conflicts.py --output json > /tmp/conflicts.json
uv run python -u scripts/operations/group_conflicts.py --transactions-file /tmp/conflicts.json --output summary
```
This will show:
```
Grouping Analysis:
Total transactions: 78
Grouped: 66 (4 groups)
Ungrouped (unique): 12
Groups (by pattern):
1. Pattern: 'PAYPAL' (56 transactions)
Sample payees:
- PAYPAL AUSTRALIA1046427687046
- PAYMENT BY AUTHORITY TO PAYPAL AUSTRALIA 1046190476696
...
2. Pattern: 'EBAY' (5 transactions)
...
3. Pattern: 'TELSTRA' (3 transactions)
...
4. Pattern: 'WOOLWORTHS' (2 transactions)
...
```
Also load the full grouping data for processing:
```bash
uv run python -u scripts/operations/group_conflicts.py --transactions-file /tmp/conflicts.json --output json > /tmp/groups.json
```
## Step 2: Review Groups Conversationally
For each group, present to the user:
```
GROUP 1: 56 transactions matching 'PAYPAL'
Sample transactions:
• 2025-11-25 | $10.38 | Online Services | PAYPAL AUSTRALIA1046427687046
• 2025-11-25 | $10.48 | Online Services | PAYPAL AUSTRALIA1046427807263
• 2025-11-17 | $10.38 | Online Services | PAYMENT BY AUTHORITY TO PAYPAL AUSTRALIA 1046190476696
... and 53 more
Current category: Online Services (all transactions)
What would you like to do with this group?
```
Present options to the user conversationally. Based on their choice:
### Option A: "Accept all (keep current category, clear review flags)"
Extract transaction IDs from the group and run batch update:
```bash
# Extract IDs from group JSON (using jq or Python)
# Then update all in batch
uv run python -u scripts/operations/update_transaction_batch.py \
--transaction-ids "12345,12346,12347,..." \
--clear-review-flags
```
Ask: "Would you like to create a rule for 'PAYPAL' transactions to prevent future flags?"
If yes:
```bash
uv run python -u scripts/operations/create_rule.py "PAYPAL" \
--category "Online Services" \
--pattern-type keyword \
--confidence 85
```
Show result: "✓ Updated 56 transactions and created rule: PAYPAL → Online Services"
### Option B: "Recategorize all to [category]"
Let user select category conversationally, then:
```bash
# Get category ID by name
uv run python -u scripts/find_category.py "[CategoryName]"
# Batch update with new category
uv run python -u scripts/operations/update_transaction_batch.py \
--transaction-ids "12345,12346,12347,..." \
--category-id [ID] \
--clear-review-flags
```
Ask about rule creation (same as Option A).
### Option C: "Skip this group (review individually later)"
Add these transactions to the ungrouped list for individual review.
### Option D: "Exit review"
Stop processing, show summary of what's been completed so far.
## Step 3: Review Ungrouped Transactions
**IMPORTANT: Show ALL remaining transactions at once - don't iterate one by one.**
Present all ungrouped transactions in a single list:
```
Remaining transactions to review (12):
1. 2025-01-20 | $45.67 | Shopping | ACME STORE #123
2. 2025-02-15 | $123.45 | Food & Dining | UNIQUE RESTAURANT
3. 2025-03-10 | $78.90 | Online Services | PAYPAL *RAREMERCHANT
... (show all)
```
Then provide options:
**Available actions:**
- "Accept all remaining (keep current categories)" - Batch clear all flags
- "Recategorize transaction N to [category]" - Update single transaction, then re-show list
- "Show final summary" - Exit review
**When user recategorizes a transaction:**
1. Update the transaction with the new category
2. Remove it from the list
3. Re-show the updated list with remaining transactions
4. Continue until user accepts all or exits
**Implementation:**
**Batch accept all:**
```bash
# Extract all remaining IDs
uv run python -u scripts/operations/update_transaction_batch.py \
--transaction-ids "[comma-separated IDs]" \
--clear-review-flags
```
**Single recategorize:**
```bash
uv run python -u scripts/operations/update_transaction.py [ID] \
--category-id [ID] \
--clear-conflict
```
After each update, re-display the remaining list until empty or user exits.
## Step 4: Final Summary
Track throughout the conversation:
- Groups processed
- Groups skipped
- Total transactions updated
- Rules created
- Individual transactions (accepted/recategorized/skipped)
Present final summary:
```
Review Complete!
Groups:
Processed: 3 out of 4
Skipped: 1
Individual Transactions:
Accepted: 8
Recategorized: 3
Skipped: 1
Total:
Transactions updated: 67 out of 78
Rules created: 3
Remaining flagged: 11
```
## Deterministic Operations Scripts
All data access uses git-tracked Python scripts:
**Data Retrieval:**
- `fetch_conflicts.py` - Get all flagged transactions
- `group_conflicts.py` - Analyze and group by patterns
**Data Updates:**
- `update_transaction.py` - Update single transaction
- `update_transaction_batch.py` - Update multiple transactions at once
- `create_rule.py` - Create categorization rule
**Category Lookup:**
- `find_category.py` - Search for category by name
**Benefits:**
- All operations are version-controlled and testable
- Scripts can be run independently for debugging
- Deterministic: same inputs = same outputs
- No hidden state or interactive prompts in scripts
- Slash command orchestrates conversationally
## Implementation Notes
1. **Parse JSON outputs** from scripts to access transaction data
2. **Build transaction ID lists** for batch operations
3. **Track state** conversationally (which groups processed, etc.)
4. **Handle errors gracefully** - if batch update fails partially, show which succeeded
5. **Allow resume** - user can exit and re-run to continue where they left off
## Example Conversation Flow
```
Agent: I found 78 transactions flagged for review. Analyzing patterns...
Agent: Great news! I've grouped them:
- 4 groups (66 transactions) - can batch process
- 12 ungrouped (unique patterns) - review individually
Let's start with the groups!
Agent: GROUP 1: 56 transactions matching 'PAYPAL'
[shows sample transactions]
All are currently in "Online Services".
What would you like to do?
1. Accept all (they're correctly categorized)
2. Recategorize all to a different category
3. Skip (review individually)
4. Exit
User: Accept all
Agent: Great! Updating all 56 PayPal transactions and clearing review flags...
✓ Updated 56 transactions
Would you like to create a rule for PAYPAL → Online Services to prevent future flags?
User: Yes
Agent: ✓ Created rule: PAYPAL → Online Services (confidence: 85)
Agent: GROUP 2: 5 transactions matching 'EBAY'
[continues...]
```
## Key Advantages Over Old Workflow
**Old:** Review 56 transactions one-by-one, create rule, reprocess, repeat
**New:** One decision processes 56 transactions immediately
**Old:** Multiple fetch/reprocess cycles
**New:** Single fetch, single pass
**Old:** Interactive Python script with input() prompts
**New:** Conversational slash command + deterministic scripts
**Old:** Hard to debug or test
**New:** All data operations are git-tracked and testable

138
commands/schedule.md Normal file
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---
name: smith:schedule
description: Configure automated categorization scheduling
argument-hints:
- "[--setup|--status|--remove] [--frequency=daily|weekly] [--time=HH:MM]"
---
# Automated Categorization Scheduling
Set up automatic categorization to run on a schedule without manual intervention.
## Goal
Keep your transactions categorized automatically in the background.
## Why This Matters
Regular categorization prevents backlogs and keeps your financial data current. Scheduled runs ensure you never fall behind, and conflicts are ready for quick review when you open Claude Code.
## Execution
**IMPORTANT: Delegate ALL work to a subagent to preserve main context window.**
Use the Task tool with `subagent_type: "general-purpose"` to manage scheduling:
```
Task(
subagent_type: "general-purpose",
description: "Manage scheduling",
prompt: <full subagent prompt below>
)
```
### Subagent Prompt
You are the Agent Smith scheduling assistant.
## Step 1: Check Current Status
First, check if scheduling is already configured:
```bash
uv run python -u scripts/setup/schedule.py --status
```
## Step 2: Based on Arguments
**--status (or no args):**
Display current schedule status and recent activity.
**--setup:**
Ask user preferences using AskUserQuestion:
1. **Frequency**: How often?
- Daily (recommended for most users)
- Weekly (for low-volume accounts)
- Hourly (for high-volume business accounts)
2. **Time**: What time? (default: 6:00am)
- Suggest early morning before user typically opens Claude Code
Then run:
```bash
uv run python -u scripts/setup/schedule.py --frequency [FREQ] --time [TIME]
```
**--remove:**
```bash
uv run python -u scripts/setup/schedule.py --remove
```
## Step 3: Present Results
Show confirmation with:
- Schedule details (frequency, time)
- How it works (runs in background, logs results)
- How to check status
- How to remove if needed
```
✅ AUTO-CATEGORIZATION SCHEDULED
═══════════════════════════════════════════════════════════════
Frequency: Daily
Time: 6:00 AM
Mode: Smart (auto-apply 90%+ confidence)
How it works:
- Runs automatically in the background
- Logs results to data/auto_categorize.log
- SessionStart dashboard shows last run status
- Conflicts flagged for /smith:review-conflicts
Commands:
- Check status: /smith:schedule --status
- Remove: /smith:schedule --remove
═══════════════════════════════════════════════════════════════
```
## Visual Style
Use emojis for status:
- ✅ Scheduled/active
- ⚠️ Configured but not active
- ❌ Not configured
---
## Scheduling Options
| Frequency | When | Best For |
|-----------|------|----------|
| **hourly** | Every hour | High-volume accounts |
| **daily** | Once per day (default: 6am) | Most users |
| **weekly** | Once per week (Sunday 6am) | Low-volume accounts |
## Platform Support
| Platform | Method | Setup |
|----------|--------|-------|
| **macOS** | launchd | Automatic |
| **Linux (systemd)** | systemd timer | Automatic |
| **Linux (other)** | cron | Manual (shows crontab entry) |
## How It Works
1. **Background Execution**: Runs without Claude Code open
2. **Smart Mode**: Auto-applies 90%+ confidence categorizations
3. **Conflict Flagging**: Low confidence items flagged for review
4. **Activity Logging**: Results logged for SessionStart dashboard
5. **No Duplicates**: Skips already-categorized transactions
## Next Steps
After scheduling:
- **Check logs**: View `data/auto_categorize.log`
- **Review flagged**: `/smith:review-conflicts`
- **Manual run**: `/smith:categorize`
- **Check status**: `/smith:schedule --status`

191
commands/tax.md Normal file
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---
name: smith:tax
description: Tax-focused analysis and compliance for Australian tax requirements
argument-hints:
- "<deductions|cgt|bas|eofy|scenario> [--period=YYYY-YY] [--level=smart|full]"
---
# Tax Intelligence
Tax-focused analysis and compliance for Australian tax requirements (ATO).
## Goal
Track tax-deductible expenses, capital gains, and prepare for tax obligations with confidence.
## Why This Matters
Proper tax tracking throughout the year maximizes legitimate deductions, ensures compliance, and reduces stress at EOFY. Agent Smith helps you stay organized and audit-ready.
## Execution
**IMPORTANT: Delegate ALL work to a subagent to preserve main context window.**
Use the Task tool with `subagent_type: "general-purpose"` to execute tax operations:
```
Task(
subagent_type: "general-purpose",
description: "Tax analysis",
prompt: <full subagent prompt below>
)
```
### Subagent Prompt
You are the Agent Smith tax intelligence assistant. Execute this workflow:
## Step 1: Determine Operation
Parse the command to determine which operation:
- `deductions` - Track tax-deductible expenses
- `cgt` - Capital gains tax tracking
- `bas` - BAS preparation (GST calculations)
- `eofy` - End of financial year prep
- `scenario` - Tax scenario planning
If no operation specified, ask using AskUserQuestion:
"What tax operation would you like?"
- Review my deductions (most common)
- Track capital gains/losses
- Prepare BAS worksheet
- EOFY checklist
- Run a tax scenario
## Step 2: Run Tax Analysis
Based on operation, call the appropriate script:
**Deduction Tracking:**
```bash
uv run python -u scripts/tax/deduction_detector.py --period [PERIOD]
```
**CGT Analysis:**
```bash
uv run python -u scripts/tax/cgt_tracker.py --period [PERIOD]
```
**BAS Preparation:**
```bash
uv run python -u scripts/tax/bas_preparation.py --quarter [QUARTER]
```
**Tax Reporting:**
```bash
uv run python -u scripts/tax/reporting.py --period [PERIOD] --format [FORMAT]
```
Stream the output to show real-time progress.
## Step 3: Present Results
Present tax information with appropriate formatting:
**Deductions Format:**
```
🧾 DEDUCTION SUMMARY - FY 2024-25
═══════════════════════════════════════════════════════════════
Total Potential Deductions: $X,XXX.XX
By ATO Category:
D1 - Work-related expenses $XXX.XX ⚠️ Needs substantiation
D2 - Work-related car $XXX.XX ✅ Documented
D3 - Work-related travel $XXX.XX ✅ Documented
D5 - Self-education $XXX.XX ✅ Documented
...
⚠️ Substantiation Required:
• 3 items over $300 need receipts
• Review before October 31
═══════════════════════════════════════════════════════════════
```
**CGT Format:**
```
📈 CAPITAL GAINS SUMMARY - FY 2024-25
═══════════════════════════════════════════════════════════════
Gross Capital Gain: $X,XXX.XX
50% CGT Discount: -$X,XXX.XX (held >12 months)
Net Capital Gain: $X,XXX.XX
Events:
• BHP sold 01/15/2025: Gain $500 (eligible for discount)
• ETH sold 03/20/2025: Loss -$200 (offset)
═══════════════════════════════════════════════════════════════
```
## Step 4: Tax Disclaimer (Level 3 only)
For full tax intelligence operations, include:
```
⚠️ IMPORTANT: This analysis is for informational purposes only.
Please consult a registered tax agent for professional advice
specific to your situation before making tax decisions.
```
## Step 5: Offer Next Steps
Based on operation:
**After deductions review:**
```
🧾 Next Steps:
→ /smith:categorize (ensure all transactions categorized)
→ Upload missing receipts to PocketSmith
→ Review flagged items before EOFY
```
**After CGT analysis:**
```
📈 Next Steps:
→ Review unrealized gains for timing optimization
→ Consider tax-loss harvesting if applicable
```
## Visual Style
Use emojis for status:
- ✅ Documented/substantiated
- ⚠️ Needs attention/documentation
- ❌ Missing/compliance issue
Use tables for category breakdowns.
Include ATO category codes (D1, D2, etc.).
---
## Tax Operations
| Operation | Description | Script |
|-----------|-------------|--------|
| `deductions` | Track deductible expenses | `deduction_detector.py` |
| `cgt` | Capital gains tracking | `cgt_tracker.py` |
| `bas` | BAS worksheet prep | `bas_preparation.py` |
| `eofy` | Year-end checklist | `reporting.py --format=eofy` |
| `scenario` | Tax planning scenarios | `scenarios/tax_scenarios.py` |
## Tax Intelligence Levels
| Level | Features | Best For |
|-------|----------|----------|
| **smart** (default) | Deduction detection, CGT tracking, substantiation alerts | Most users |
| **full** | BAS prep, compliance checks, audit-ready docs | GST registered, complex situations |
## Australian Tax Compliance
**Key Thresholds:**
- $300: Substantiation required above this
- $75: Taxi/Uber receipt threshold
- $20,000: Instant asset write-off
- 12 months: CGT 50% discount eligibility
**Financial Year:**
- July 1 - June 30
- EOFY lodgment deadline: October 31
## Next Steps
- **Categorize transactions**: `/smith:categorize`
- **Check health**: `/smith:health --category=tax`
- **View spending**: `/smith:insights spending`

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{
"hooks": {
"SessionStart": [
{
"matcher": "startup|resume|clear|compact",
"hooks": [
{
"type": "command",
"command": "uv run ${CLAUDE_PLUGIN_ROOT}/hooks/session_start.py",
"timeout": 5
}
]
}
]
}
}

264
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#!/usr/bin/env python3
"""Agent Smith SessionStart hook - provides configuration status context.
This hook runs at session start to:
1. Check local configuration and state (no API calls)
2. Identify setup status and recommended actions
3. Inject context so Claude can proactively help the user
"""
import json
import os
import subprocess
import sys
from pathlib import Path
def get_plugin_root() -> Path:
"""Get the plugin root directory."""
return Path(__file__).parent.parent
def get_project_root() -> Path:
"""Get the project root (parent of plugin)."""
return get_plugin_root().parent
def get_status_data() -> dict:
"""Fetch status data from the welcome script (local only, no API calls).
Returns:
Status dictionary or error info if fetch fails.
"""
project_root = get_project_root()
welcome_script = project_root / "scripts" / "status" / "welcome.py"
if not welcome_script.exists():
return {"error": "Welcome script not found"}
try:
# Set USER_CWD so welcome.py knows where to find .env and data/
user_cwd = os.getcwd()
result = subprocess.run(
["uv", "run", "python", "-u", str(welcome_script), "--output", "json"],
cwd=str(project_root),
capture_output=True,
text=True,
timeout=5, # Fast timeout since no API calls
env={**os.environ, "PYTHONPATH": str(project_root), "USER_CWD": user_cwd},
)
if result.returncode == 0:
return json.loads(result.stdout)
else:
return {"error": f"Welcome script failed: {result.stderr[:200]}"}
except subprocess.TimeoutExpired:
return {"error": "Status check timed out"}
except json.JSONDecodeError:
return {"error": "Invalid JSON from welcome script"}
except Exception as e:
return {"error": str(e)[:200]}
def format_status_context(status: dict) -> str:
"""Format status data into context string for Claude.
Args:
status: Status dictionary from welcome.py
Returns:
Formatted context string with instructions
"""
lines = []
# ASCII Art Logo - MUST be displayed at top of welcome message
logo = r"""
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∼≋≋≈≋≈≈≋∼ ∼≋≋≋≋≋≋≋
WELCOME TO AGENT-SMITH
Good Morning Mr. Anderson...
"""
lines.append(logo)
# Header
lines.append("=" * 60)
lines.append("AGENT SMITH - Financial Intelligence Assistant")
lines.append("=" * 60)
lines.append("")
# Check for errors
if "error" in status:
lines.append(f"⚠️ Status unavailable: {status['error']}")
lines.append("")
lines.append("Available commands: /smith:health, /smith:categorize, /smith:tax")
lines.append("")
lines.append("INSTRUCTION: Greet the user and offer to help with their finances.")
return "\n".join(lines)
# Current Status Section
lines.append("📊 CURRENT STATUS")
lines.append("-" * 40)
# API Key status
api_key = status.get("api_key", {})
if api_key.get("present") and api_key.get("valid_format"):
lines.append(" Config: ✅ API Key configured")
elif api_key.get("present"):
lines.append(" Config: ⚠️ API Key format invalid")
else:
lines.append(" Config: ❌ API Key not configured")
# Onboarding status
onboarding = status.get("onboarding", {})
templates = status.get("templates", {})
if onboarding.get("status") == "complete":
# Build template summary
template_parts = []
if templates.get("primary"):
template_parts.append(templates["primary"].replace("-", " ").title())
for t in templates.get("living", []):
template_parts.append(t.replace("-", " ").title())
template_str = " + ".join(template_parts) if template_parts else "Complete"
lines.append(f" Setup: ✅ {template_str}")
elif onboarding.get("status") == "in_progress":
stage = onboarding.get("current_stage", "?")
stage_name = onboarding.get("stage_name", "Unknown")
lines.append(f" Setup: ⚠️ In progress (Stage {stage}: {stage_name})")
else:
lines.append(" Setup: ⚪ Not started")
# Rules count
rules = status.get("rules", {})
rule_count = rules.get("count", 0)
if rule_count > 0:
lines.append(f" Rules: {rule_count} categorization rules active")
else:
lines.append(" Rules: No rules configured")
# Health Score (cached)
health = status.get("health", {})
if health.get("score") is not None:
score = health["score"]
days_ago = health.get("days_ago")
days_str = f" ({days_ago} days ago)" if days_ago is not None else ""
emoji = "🟢" if score >= 70 else "🟡" if score >= 50 else "🔴"
lines.append(f" Health: {emoji} {score}/100{days_str}")
else:
lines.append(" Health: ⚪ Not yet checked")
# Last activity
activity = status.get("activity", {})
if activity.get("action"):
date_str = f" ({activity.get('date')})" if activity.get("date") else ""
lines.append(f" Activity: {activity['action']}{date_str}")
lines.append("")
# Recommendations Section
recommendations = status.get("recommendations", [])
if recommendations:
lines.append("🎯 SUGGESTED ACTIONS")
lines.append("-" * 40)
for rec in recommendations:
lines.append(f"{rec.get('command', '/smith:help')}: {rec.get('message', 'Action')}")
lines.append("")
# Instructions for Claude
lines.append("=" * 60)
lines.append("INSTRUCTIONS FOR CLAUDE:")
lines.append("")
lines.append("🚀 IMMEDIATE ACTION REQUIRED:")
lines.append("Before doing ANYTHING else, output this loading message:")
lines.append(' "Initialising Agent Smith..."')
lines.append("This gives users immediate feedback while you construct the welcome screen.")
lines.append("")
lines.append("IMPORTANT: Always display the ASCII art logo FIRST at the top of")
lines.append("any welcome message, exactly as shown above (in a code block).")
lines.append("")
lines.append("⚠️ CRITICAL: You MUST display the COMPLETE ASCII art logo - ALL 44 LINES.")
lines.append("DO NOT truncate, abbreviate, summarize, or cut off ANY part of the logo.")
lines.append("The logo starts with the wave pattern (≋) and ends with the text")
lines.append("'Good Morning Mr. Anderson...' - EVERY LINE IN BETWEEN MUST BE SHOWN.")
lines.append("Cutting off the logo is a FAILURE. The full Agent Smith face must appear.")
lines.append("")
lines.append("At the EARLIEST opportunity in this session, present the user")
lines.append("with their current status summary above. Format it nicely and")
lines.append("highlight any urgent items. Then offer to help with the top")
lines.append("suggested action.")
lines.append("")
lines.append("If the user greets you or asks an open question, lead with the")
lines.append("ASCII art logo and status update. If they have a specific request,")
lines.append("help them first then mention any urgent status items afterward.")
lines.append("=" * 60)
return "\n".join(lines)
def main():
"""Execute SessionStart hook for Agent Smith."""
# Fetch current status
status = get_status_data()
# Format context
context = format_status_context(status)
output = {
"hookSpecificOutput": {
"hookEventName": "SessionStart",
"additionalContext": context,
}
}
print(json.dumps(output, indent=2))
sys.exit(0)
if __name__ == "__main__":
main()

233
plugin.lock.json Normal file
View File

@@ -0,0 +1,233 @@
{
"$schema": "internal://schemas/plugin.lock.v1.json",
"pluginId": "gh:slamb2k/agent-smith:agent-smith-plugin",
"normalized": {
"repo": null,
"ref": "refs/tags/v20251128.0",
"commit": "e756e0612d28566a8408b2e88ce0066b501057e1",
"treeHash": "b8a6710b3edbbf89ed7bb788f1da47ef1f3e87f7ccb63aa2ee9fbc7b009cf32b",
"generatedAt": "2025-11-28T10:28:24.135598Z",
"toolVersion": "publish_plugins.py@0.2.0"
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# PocketSmith API Authentication
# Get your API key from: https://my.pocketsmith.com/user_settings/developer
POCKETSMITH_API_KEY=<Your Developer API Key>
# Agent Smith Configuration
TAX_INTELLIGENCE_LEVEL=smart # reference|smart|full
DEFAULT_INTELLIGENCE_MODE=smart # conservative|smart|aggressive
AUTO_BACKUP=true
AUTO_ARCHIVE=true
ALERT_NOTIFICATIONS=true
# Tax Configuration (Australia)
TAX_JURISDICTION=AU
FINANCIAL_YEAR_END=06-30 # June 30 (MM-DD format)
GST_REGISTERED=false
# Reporting Preferences
DEFAULT_REPORT_FORMAT=all # markdown|csv|json|html|excel|all
CURRENCY=AUD
# Advanced Settings
API_RATE_LIMIT_DELAY=100 # milliseconds between API calls
CACHE_TTL_DAYS=7 # days to keep cached API responses
SUBAGENT_MAX_PARALLEL=5 # maximum parallel subagent processes
LOG_LEVEL=INFO # DEBUG|INFO|WARNING|ERROR
# Python Execution
PYTHONUNBUFFERED=1 # disable output buffering (real-time progress)

61
skills/agent-smith/.gitignore vendored Normal file
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@@ -0,0 +1,61 @@
# Sensitive - NEVER commit
.env
*.key
# Python
__pycache__/
*.py[cod]
*$py.class
*.so
.Python
venv/
env/
ENV/
*.egg-info/
dist/
build-python/
.pytest_cache/
.coverage
.mypy_cache/
.tox/
htmlcov/
# Agent Smith working data (not for git)
*.log
*_analysis.json
*_data.json
backups/*
!backups/INDEX.md
reports/*
!reports/INDEX.md
data/cache/
logs/*
!logs/INDEX.md
# Onboarding state (tracked as template, but user's state will be overwritten)
# Note: data/onboarding_state.json is committed as a template, but the user's
# actual state will modify this file during onboarding. This is intentional.
# Build reference (temporary - remove before publishing)
build/
# OS
.DS_Store
.DS_Store?
._*
.Spotlight-V100
.Trashes
ehthumbs.db
Thumbs.db
# IDEs
.vscode/
.idea/
*.swp
*.swo
*~
# Temporary files
*.tmp
*.temp
*.bak

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# Agent Smith - Claude Code Skill Source
This directory contains the source files for the Agent Smith Claude Code skill.
## Directory Structure
```
skill/
├── SKILL.md # Main skill definition (required)
├── .env.sample # Configuration template
├── pyproject.toml # Python dependencies
├── uv.lock # Dependency lock file
├── .gitignore # Git ignore patterns
├── scripts/ # Python code (copied from ../scripts/)
│ ├── core/ # API client, rule engine, unified rules
│ ├── operations/ # Categorization, batch processing
│ ├── analysis/ # Spending analysis, trends
│ ├── reporting/ # Report generation
│ ├── tax/ # Tax intelligence (3-tier)
│ ├── scenarios/ # Scenario analysis
│ ├── orchestration/ # Subagent conductor
│ ├── workflows/ # Interactive workflows
│ ├── features/ # Advanced features
│ ├── health/ # Health check system
│ └── utils/ # Utilities
├── references/ # Documentation (loaded on-demand)
│ ├── pocketsmith-api.md # PocketSmith API reference
│ ├── design.md # Complete system architecture
│ ├── unified-rules-guide.md # Rule system documentation
│ ├── onboarding-guide.md # First-time setup guide
│ ├── health-check-guide.md # Health system details
│ └── LESSONS_LEARNED.md # Migration insights
├── assets/ # Templates and samples
│ ├── templates/ # Pre-built rule templates
│ ├── .env.sample # Configuration template
│ └── config.json.sample # User preferences template
└── data/ # Working directories (empty, created at runtime)
├── templates/
├── merchants/
├── tax/
└── [other runtime directories]
```
## Building the Skill Package
To rebuild the `agent-smith.skill` package after making changes:
```bash
# From the repository root
./build-skill.sh
```
Or manually:
```bash
cd /path/to/agent-smith
zip -r agent-smith.skill skill/ \
-x "*.pyc" \
-x "*__pycache__*" \
-x "*.git*" \
-x "skill/data/*" \
-x "skill/logs/*" \
-x "skill/backups/*" \
-x "skill/reports/*"
```
The packaged `.skill` file will be created in the repository root.
## Development Workflow
1. **Make changes** to files in this directory
2. **Test changes** by copying to `~/.claude/skills/agent-smith/` and testing in Claude Code
3. **Rebuild the package** using the build script
4. **Commit changes** to the repository
## What Gets Packaged
**Included:**
- ✅ SKILL.md (required)
- ✅ All Python scripts
- ✅ All reference documentation
- ✅ Asset templates and samples
- ✅ Configuration templates
- ✅ Dependency files (pyproject.toml, uv.lock)
- ✅ Empty data directories (structure only)
**Excluded:**
- ❌ Python cache files (*.pyc, __pycache__)
- ❌ Git files
- ❌ Runtime data (data/, logs/, backups/, reports/ contents)
- ❌ User-specific configuration (.env)
## File Organization
Following Claude Code skill best practices:
- **Progressive Disclosure**: SKILL.md is concise (~500 lines), detailed docs in references/
- **Bundled Scripts**: All executable Python code in scripts/
- **Reference Documentation**: Detailed guides loaded on-demand from references/
- **Asset Templates**: Pre-built templates and configuration samples in assets/
## Updating the Skill
### Adding New Scripts
1. Add/update scripts in `../scripts/`
2. Copy to `skill/scripts/`:
```bash
cp -r ../scripts/* skill/scripts/
```
3. Rebuild the package
### Adding New Documentation
1. Add documentation to `skill/references/`
2. Reference it from SKILL.md if needed
3. Rebuild the package
### Updating SKILL.md
1. Edit `skill/SKILL.md`
2. Ensure frontmatter is valid YAML
3. Keep instructions concise (<500 lines)
4. Rebuild the package
## Testing the Skill
### Local Testing
```bash
# Install the skill locally
/plugin install /path/to/agent-smith.skill
# Or extract and copy manually
cd ~/.claude/skills/
unzip /path/to/agent-smith.skill
cd agent-smith/
cp .env.sample .env
# Edit .env with your API key
uv sync
```
### Run Tests
```bash
cd ~/.claude/skills/agent-smith/
uv run python -u scripts/operations/batch_categorize.py --mode=dry_run
```
## Version History
- **1.3.8** - Complete implementation (all 8 phases)
- **1.0.0** - Initial skill package
## Notes
- This is the **source directory** for the skill - the actual skill package is `../agent-smith.skill`
- Always rebuild the package after making changes
- Test changes locally before distributing
- Keep SKILL.md focused and concise
- Move detailed documentation to references/

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---
name: agent-smith
description: Intelligent financial management skill for Claude Code that provides comprehensive PocketSmith API integration with AI-powered analysis, transaction categorization, rule management, tax intelligence, and scenario planning. Use when working with PocketSmith data for (1) Transaction categorization and rule management, (2) Financial analysis and reporting, (3) Australian tax compliance (ATO) and deduction tracking, (4) Scenario analysis and forecasting, (5) PocketSmith setup health checks, (6) Budget optimization and spending insights.
---
# Agent Smith
An intelligent financial management skill for Claude Code that transforms PocketSmith from a passive tracking tool into an active financial intelligence system.
## Core Capabilities
### 1. Hybrid Rule Engine
- **Platform Rules**: Simple keyword patterns synced to PocketSmith API
- **Local Rules**: Advanced regex, multi-condition logic, confidence scoring
- **Intelligence Modes**: Conservative (manual approval), Smart (auto-apply ≥90%), Aggressive (auto-apply ≥80%)
- **Performance Tracking**: Rule accuracy, matches, user overrides
### 2. 3-Tier Tax Intelligence (Australian ATO)
- **Level 1 (Reference)**: ATO category mappings, basic tax reports, GST tracking
- **Level 2 (Smart)**: Deduction detection, CGT tracking, confidence scoring, expense splitting
- **Level 3 (Full)**: BAS preparation, compliance checks, scenario planning, audit-ready documentation
### 3. Transaction Categorization
- **Batch Processing**: Categorize uncategorized transactions with AI assistance
- **Merchant Intelligence**: Automatic payee normalization and variation detection
- **AI Fallback**: LLM-powered categorization when rules don't match
- **Dry-Run Mode**: Preview categorization before applying
### 4. Financial Analysis & Reporting
- **Spending Analysis**: By category, merchant, time period
- **Trend Detection**: Increasing/decreasing categories, anomaly detection
- **Multi-Format Reports**: Markdown, CSV/JSON, HTML dashboards, Excel
- **Comparative Analysis**: YoY, QoQ, MoM comparisons
### 5. Scenario Analysis
- **Historical**: What-if replays ("What if I cut dining by 30% last year?")
- **Projections**: Spending forecasts, affordability analysis, goal modeling
- **Optimization**: Subscription analysis, expense rationalization, tax optimization
- **Tax Planning**: Purchase timing, income deferral, CGT scenarios
### 6. Health Check System
- **6 Health Dimensions**: Data Quality, Category Structure, Rule Engine, Tax Readiness, Automation, Budget Alignment
- **Automated Monitoring**: Weekly checks, EOFY prep, post-operation validation
- **Prioritized Recommendations**: Top 3 highest-impact improvements
### 7. Advanced Features
- **Smart Alerts**: Budget overruns, tax thresholds, pattern detection
- **Document Tracking**: Receipt requirements ($300 ATO threshold)
- **Multi-User**: Shared expense tracking and settlement
- **Audit Trail**: Complete activity log with undo capability
## Quick Start
### First-Time Setup
1. **Prerequisites**:
- PocketSmith account with API access
- Developer API key from PocketSmith (Settings > Security)
- Python 3.9+ with uv package manager
2. **Configuration**:
- Copy `.env.sample` to `.env`
- Add `POCKETSMITH_API_KEY=<your_key>`
- Set `TAX_INTELLIGENCE_LEVEL=smart` (reference|smart|full)
- Set `DEFAULT_INTELLIGENCE_MODE=smart` (conservative|smart|aggressive)
3. **Installation**:
```bash
# From the skill directory
uv sync
```
4. **Guided Onboarding**:
```bash
# Launch integrated onboarding (8 stages)
/agent-smith:install
```
The onboarding process will:
- Discover your PocketSmith account structure
- Recommend and apply a rule template
- Help customize rules for your needs
- Configure intelligence modes
- Incrementally categorize transactions
- Show measurable improvement with health scores
- Provide ongoing usage guidance
- Generate intelligent suggestions
**Time required**: 30-60 minutes for first-time setup
### Daily Usage
**Two Usage Modes:**
1. **Guided Journey Mode** - When you start Claude Code, Agent Smith displays a status dashboard with:
- Your health score
- Uncategorized transaction count
- Conflicts awaiting review
- Suggested next steps with both natural language and command options
2. **Power User Mode** - Use slash commands directly for specific operations.
**Slash Commands** (7 specialized commands):
- `/smith:install` - Installation and onboarding wizard
- `/smith:categorize [--mode] [--period]` - Transaction categorization
- `/smith:review-conflicts` - Review transactions flagged for review
- `/smith:health [--full|--quick]` - Health check and recommendations
- `/smith:insights <spending|trends|scenario|report>` - Financial analysis and reports
- `/smith:tax <deductions|cgt|bas|eofy>` - Tax intelligence (ATO)
- `/smith:schedule [--setup|--status|--remove]` - Automated categorization scheduling
## Python Scripts
All Python scripts are in `scripts/` directory. **Always run with `uv run python -u`** for proper dependency resolution and unbuffered output.
### Core Operations
```bash
# Categorize transactions
uv run python -u scripts/operations/batch_categorize.py --mode=smart --period=2025-11
# Run health check
uv run python -u scripts/health/check.py --full
# Generate spending report
uv run python -u scripts/reporting/generate.py --period=2025 --format=all
# Tax deduction analysis
uv run python -u scripts/tax/deduction_detector.py --period=2024-25
```
### Script Organization
- **`scripts/core/`** - API client, rule engine, unified rules
- **`scripts/operations/`** - Categorization, batch processing, transaction updates
- **`scripts/analysis/`** - Spending analysis, trend detection
- **`scripts/reporting/`** - Multi-format report generation
- **`scripts/tax/`** - ATO mappings, deductions, CGT, BAS preparation
- **`scripts/scenarios/`** - Historical, projections, optimization, tax scenarios
- **`scripts/status/`** - Status dashboard for SessionStart hook
- **`scripts/scheduled/`** - Automated scheduled tasks (cron/launchd)
- **`scripts/health/`** - Health check engine, recommendations, monitoring
- **`scripts/workflows/`** - Interactive categorization workflows
- **`scripts/utils/`** - Backup, validation, logging, merchant normalization
## Unified Rule System
Agent Smith uses a YAML-based unified rule system for transaction categorization and labeling.
### Quick Start with Rules
```bash
# 1. Choose a template for your household type
uv run python scripts/setup/template_selector.py
# 2. Customize rules in data/rules.yaml
# 3. Test with dry run
uv run python scripts/operations/batch_categorize.py --mode=dry_run --period=2025-11
# 4. Apply to transactions
uv run python scripts/operations/batch_categorize.py --mode=apply --period=2025-11
```
### Example Rule
```yaml
rules:
# Category rule - categorize transactions
- type: category
name: WOOLWORTHS → Groceries
patterns: [WOOLWORTHS, COLES, ALDI]
category: Food & Dining > Groceries
confidence: 95
# Label rule - apply labels based on context
- type: label
name: Shared Groceries
when:
categories: [Groceries]
accounts: [Shared Bills]
labels: [Shared Expense, Essential]
```
### Key Features
- **Two-phase execution**: Categories first, then labels
- **Pattern matching**: Regex patterns with exclusions
- **Confidence scoring**: 0-100% for auto-apply logic
- **LLM fallback**: AI categorization when rules don't match
- **Intelligence modes**: Conservative/Smart/Aggressive
- **Template system**: Pre-built rules for common household types
- **Operational modes**: DRY_RUN/VALIDATE/APPLY for safe testing
See [references/unified-rules-guide.md](references/unified-rules-guide.md) for complete documentation.
## Tax Intelligence
### ATO Compliance (Australian Tax Office)
**Three Levels**:
1. **Reference (Level 1)**:
- ATO category mappings
- Basic tax reports
- GST tracking
- Resource links
2. **Smart (Level 2)** - Recommended:
- Deduction detection (14 pattern-based rules)
- CGT tracking with FIFO matching
- Confidence scoring
- Substantiation threshold checking ($300, $75 taxi/Uber)
- Time-based commuting detection
- Instant asset write-off tracking
3. **Full (Level 3)** - Power Users:
- BAS preparation with GST calculations
- Compliance checks
- Scenario planning
- Audit-ready documentation
- Professional advice disclaimers
**Configure Tax Level**:
```bash
# In .env file
TAX_INTELLIGENCE_LEVEL=smart # reference|smart|full
TAX_JURISDICTION=AU
FINANCIAL_YEAR_END=06-30
```
### Deduction Detection Example
```python
from scripts.tax.deduction_detector import DeductionDetector
detector = DeductionDetector()
result = detector.detect_deduction(transaction)
# Returns: {"is_deductible": True, "confidence": "high",
# "reason": "Office supplies", "substantiation_required": True}
```
### CGT Tracking Example
```python
from scripts.tax.cgt_tracker import CGTTracker, AssetType
from decimal import Decimal
from datetime import date
tracker = CGTTracker()
tracker.track_purchase(
asset_type=AssetType.SHARES,
name="BHP Group",
quantity=Decimal("100"),
purchase_date=date(2023, 1, 1),
purchase_price=Decimal("45.50"),
fees=Decimal("19.95")
)
event = tracker.track_sale(
asset_type=AssetType.SHARES,
name="BHP Group",
quantity=Decimal("100"),
sale_date=date(2024, 6, 1),
sale_price=Decimal("52.00"),
fees=Decimal("19.95")
)
# Returns CGTEvent with capital_gain, discount_eligible, holding_period_days
```
## Scenario Analysis
### Historical Analysis
```python
from scripts.scenarios.historical import calculate_what_if_spending
scenario = calculate_what_if_spending(
transactions=transactions,
category_name="Dining",
adjustment_percent=-30.0, # 30% reduction
start_date="2025-01-01",
end_date="2025-12-31"
)
print(f"Savings: ${scenario['savings']:.2f}")
```
### Spending Forecast
```python
from scripts.scenarios.projections import forecast_spending
forecast = forecast_spending(
transactions=transactions,
category_name="Groceries",
months_forward=6,
inflation_rate=3.0
)
```
### Optimization Suggestions
```python
from scripts.scenarios.optimization import suggest_optimizations
optimizations = suggest_optimizations(transactions=transactions)
print(f"Potential savings: ${optimizations['potential_annual_savings']:.2f}")
```
## Subagent Orchestration
Agent Smith uses intelligent subagent orchestration for complex operations:
**When to delegate to subagents**:
- Transaction count > 100
- Estimated tokens > 5000
- Bulk processing or deep analysis
- Multi-period operations
- Parallelization opportunities
**Subagent types**:
- `categorization-agent` - Transaction categorization
- `analysis-agent` - Financial analysis
- `reporting-agent` - Report generation
- `tax-agent` - Tax intelligence operations
- `optimization-agent` - Category/rule optimization
- `scenario-agent` - Scenario modeling
**Context preservation**: Main skill maintains user preferences, session state, and high-level decisions while subagents handle heavy processing.
## Health Check System
```bash
# Run comprehensive health check
uv run python scripts/health/check.py --full
```
**6 Health Dimensions** (scored 0-100):
1. **Data Quality (25%)** - Uncategorized rate, duplicates, gaps
2. **Category Structure (20%)** - Depth, unused categories, distribution
3. **Rule Engine (15%)** - Coverage, efficiency, conflicts
4. **Tax Readiness (15%)** - Tax categorization, compliance
5. **Automation (10%)** - Savings automation, bill scheduling
6. **Budget Alignment (15%)** - Variance, overspending
**Output includes**:
- Overall score with status (Poor/Fair/Good/Excellent)
- Individual dimension scores
- Top 3 prioritized recommendations
- Projected score after improvements
**Automated monitoring**:
- Weekly quick health checks
- Monthly full health analysis
- Pre-EOFY comprehensive check
- Post-major-operation validation
## Configuration Files
### `.env` (Required)
```bash
# PocketSmith API
POCKETSMITH_API_KEY=<Your Developer API Key>
# Agent Smith Configuration
TAX_INTELLIGENCE_LEVEL=smart # reference|smart|full
DEFAULT_INTELLIGENCE_MODE=smart # conservative|smart|aggressive
AUTO_BACKUP=true
AUTO_ARCHIVE=true
ALERT_NOTIFICATIONS=true
# Tax Configuration (Australia)
TAX_JURISDICTION=AU
FINANCIAL_YEAR_END=06-30 # June 30
GST_REGISTERED=false
# Reporting Preferences
DEFAULT_REPORT_FORMAT=all # markdown|csv|json|html|excel|all
CURRENCY=AUD
# Advanced
API_RATE_LIMIT_DELAY=100 # ms between calls
CACHE_TTL_DAYS=7
SUBAGENT_MAX_PARALLEL=5
```
### `data/config.json` (User Preferences)
```json
{
"user_id": 217031,
"tax_level": "smart",
"intelligence_mode": "smart",
"alerts_enabled": true,
"backup_before_mutations": true,
"auto_archive": true,
"default_report_formats": ["markdown", "csv", "html"]
}
```
### `data/rules.yaml` (Unified Rules)
See references/unified-rules-guide.md for complete schema and examples.
## Directory Structure
```
agent-smith/
├── SKILL.md # This file
├── .env # API configuration (not committed)
├── .env.sample # Configuration template
├── data/ # Working data and state
│ ├── config.json # User preferences
│ ├── rules.yaml # Unified categorization rules
│ ├── templates/ # Pre-built rule templates
│ └── [other runtime data]
├── scripts/ # Python code
│ ├── core/ # API client, rule engine, utilities
│ ├── operations/ # Categorization, batch processing
│ ├── analysis/ # Spending analysis, trends
│ ├── reporting/ # Multi-format reports
│ ├── tax/ # Tax intelligence (3-tier)
│ ├── scenarios/ # Scenario analysis
│ ├── orchestration/ # Subagent conductor
│ ├── workflows/ # Interactive workflows
│ ├── features/ # Advanced features
│ ├── health/ # Health check system
│ └── utils/ # Utilities
├── references/ # Documentation
│ ├── pocketsmith-api.md # PocketSmith API reference
│ ├── unified-rules-guide.md # Complete rules documentation
│ ├── onboarding-guide.md # First-time setup guide
│ └── health-check-guide.md # Health check documentation
├── backups/ # Timestamped backups (30-day retention)
├── logs/ # Execution logs (14-day retention)
└── reports/ # Generated reports (90-day retention)
```
## Critical Operating Rules
**NEVER create custom one-off scripts for core Agent Smith operations.**
Agent Smith has a complete architecture with:
- Slash commands (`/smith:categorize`, `/smith:analyze`, etc.)
- Python workflows in `scripts/workflows/`
- Core operations in `scripts/operations/`
- Proper API client with correct endpoints in `scripts/core/api_client.py`
**If you find yourself writing a new Python script to:**
- Categorize transactions
- Analyze spending
- Generate reports
- Update PocketSmith data
- Run health checks
**STOP. You are reinventing the wheel.**
**Instead:**
1. Check if a slash command exists (`/smith:*`)
2. Check if a workflow exists in `scripts/workflows/`
3. Check if a core operation exists in `scripts/operations/`
4. Use the existing code that has been tested and uses correct API endpoints
**Why this matters:**
- Custom scripts may use wrong API endpoints (e.g., `/users/{id}/transactions/{id}` instead of `/transactions/{id}`)
- Custom scripts bypass rule engine, validation, backup, and audit systems
- Custom scripts duplicate functionality that already exists
- Custom scripts won't benefit from future improvements
**Exception:** Only create new scripts when building NEW features not yet in the design, and always place them in the correct `scripts/` subdirectory.
## Best Practices
### Transaction Categorization
1. **Always use `/smith:categorize`** - Never create custom categorization scripts
2. Start with a rule template matching your household type
3. Use dry-run mode to preview categorization
4. Review and adjust rules based on results
5. Monitor rule performance metrics
6. Let AI handle edge cases (LLM fallback)
### Tax Compliance
1. Configure appropriate tax level for your needs
2. Track all deductible expenses as they occur
3. Maintain receipt documentation (>$300 ATO requirement)
4. Review tax reports before EOFY (June 30)
5. Consult registered tax agent for complex situations
### Financial Health
1. Run health checks monthly
2. Address high-priority recommendations first
3. Maintain 95%+ categorization rate
4. Review and clean up unused categories
5. Set up automated alerts for budget overruns
### Backup and Safety
1. Always backup before bulk operations (automatic)
2. Use dry-run mode for untested operations
3. Review audit trail for unexpected changes
4. Maintain 30 days of recent backups
5. Export tax reports for 7-year ATO retention
## References
For detailed documentation, see the `references/` directory:
- **[PocketSmith API](references/pocketsmith-api.md)** - Complete API reference
- **[Unified Rules Guide](references/unified-rules-guide.md)** - Rule system documentation
- **[Onboarding Guide](references/onboarding-guide.md)** - First-time setup walkthrough
- **[Health Check Guide](references/health-check-guide.md)** - Health system details
- **[Design Document](references/design.md)** - Complete system architecture
## Support
**Version**: 1.6.0
**Documentation**: See references/ directory for comprehensive guides
**Issues**: For questions or issues, refer to the design documentation or create an issue in the repository.
---
**Note**: Agent Smith is designed for Australian tax compliance (ATO). Adapting for other jurisdictions requires updating tax intelligence modules and reference documentation.

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# PocketSmith API Authentication
# Get your API key from: https://my.pocketsmith.com/user_settings/developer
POCKETSMITH_API_KEY=<Your Developer API Key>
# Agent Smith Configuration
TAX_INTELLIGENCE_LEVEL=smart # reference|smart|full
DEFAULT_INTELLIGENCE_MODE=smart # conservative|smart|aggressive
AUTO_BACKUP=true
AUTO_ARCHIVE=true
ALERT_NOTIFICATIONS=true
# Tax Configuration (Australia)
TAX_JURISDICTION=AU
FINANCIAL_YEAR_END=06-30 # June 30 (MM-DD format)
GST_REGISTERED=false
# Reporting Preferences
DEFAULT_REPORT_FORMAT=all # markdown|csv|json|html|excel|all
CURRENCY=AUD
# Advanced Settings
API_RATE_LIMIT_DELAY=100 # milliseconds between API calls
CACHE_TTL_DAYS=7 # days to keep cached API responses
SUBAGENT_MAX_PARALLEL=5 # maximum parallel subagent processes
LOG_LEVEL=INFO # DEBUG|INFO|WARNING|ERROR
# Python Execution
PYTHONUNBUFFERED=1 # disable output buffering (real-time progress)

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{
"user_id": null,
"tax_level": "smart",
"intelligence_mode": "smart",
"alerts_enabled": true,
"alert_preferences": {
"budget": true,
"tax": true,
"patterns": true,
"optimization": true,
"frequency": "weekly"
},
"backup_before_mutations": true,
"auto_archive": true,
"default_report_formats": [
"markdown",
"csv"
],
"household": {
"enabled": false,
"members": [],
"split_method": "proportional"
},
"benchmarking": {
"enabled": false,
"criteria": {}
}
}

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{
"user_id": null,
"tax_level": "smart",
"intelligence_mode": "smart",
"alerts_enabled": true,
"alert_preferences": {
"budget": true,
"tax": true,
"patterns": true,
"optimization": true,
"frequency": "weekly"
},
"backup_before_mutations": true,
"auto_archive": true,
"default_report_formats": [
"markdown",
"csv"
],
"household": {
"enabled": false,
"members": [],
"split_method": "proportional"
},
"benchmarking": {
"enabled": false,
"criteria": {}
}
}

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[]

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@@ -0,0 +1 @@
{}

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{
"current_stage": "not_started",
"completed_stages": [],
"discovery_report": null,
"template_selected": null,
"intelligence_mode": null,
"tax_level": null,
"baseline_health_score": null,
"current_health_score": null,
"categorization_batches": []
}

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[]

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{
"mappings": [
{
"pocketsmith_category": "Groceries",
"ato_code": null,
"ato_category": "Personal expense",
"deductible": false,
"notes": "Not deductible for individuals. Business owners: keep receipts for food provided to staff.",
"substantiation_required": false
},
{
"pocketsmith_category": "Office Supplies",
"ato_code": "D5",
"ato_category": "Work-related other expenses",
"deductible": true,
"notes": "Keep receipts if under $300 total. Retain for 5 years.",
"substantiation_required": true,
"threshold": 300.0
},
{
"pocketsmith_category": "Transport",
"ato_code": "D1",
"ato_category": "Work-related car expenses",
"deductible": true,
"notes": "Must substantiate if using logbook or actual costs method. $0.78/km for cents per km method (2024-25).",
"substantiation_required": true
},
{
"pocketsmith_category": "Home & Utilities",
"ato_code": "D5",
"ato_category": "Work-related other expenses",
"deductible": true,
"notes": "Only home office portion deductible. Use fixed rate method (67c/hour) or actual costs method.",
"substantiation_required": true
},
{
"pocketsmith_category": "Professional Development",
"ato_code": "D4",
"ato_category": "Work-related self-education expenses",
"deductible": true,
"notes": "Must have sufficient connection to current income-earning activities.",
"substantiation_required": true
}
],
"ato_categories": [
{"code": "D1", "name": "Work-related car expenses", "schedule": "D"},
{"code": "D2", "name": "Work-related travel expenses", "schedule": "D"},
{"code": "D3", "name": "Work-related clothing, laundry and dry-cleaning expenses", "schedule": "D"},
{"code": "D4", "name": "Work-related self-education expenses", "schedule": "D"},
{"code": "D5", "name": "Work-related other expenses", "schedule": "D"},
{"code": "D6", "name": "Work-related interest, dividend and other investment income deductions", "schedule": "D"},
{"code": "CGT", "name": "Capital gains tax", "schedule": "CGT"},
{"code": "BAS", "name": "Business activity statement", "schedule": "BAS"}
]
}

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{
"version": "1.0.0",
"last_updated": "2025-11-20",
"description": "Pattern-based deduction detection rules for Australian tax compliance (Level 2)",
"patterns": [
{
"id": "office_supplies",
"category_patterns": ["Office Supplies", "Stationery", "Business Supplies"],
"payee_patterns": ["Officeworks", "Office Depot", "Staples"],
"deductible": true,
"confidence": "high",
"ato_category": "Work-related other expenses",
"ato_code": "D5",
"reason": "Office supplies and stationery for work purposes",
"substantiation_notes": "Keep receipts for items over $300"
},
{
"id": "computer_equipment",
"category_patterns": ["Computer Equipment", "Electronics", "Technology"],
"payee_patterns": ["Apple Store", "JB Hi-Fi", "Harvey Norman"],
"keywords": ["laptop", "computer", "monitor", "keyboard", "mouse"],
"deductible": true,
"confidence": "medium",
"ato_category": "Work-related other expenses",
"ato_code": "D5",
"reason": "Computer equipment for work purposes",
"substantiation_notes": "Items over $300 require receipts. May qualify for instant asset write-off if under threshold.",
"instant_asset_write_off_eligible": true
},
{
"id": "professional_development",
"category_patterns": ["Professional Development", "Education", "Training", "Courses"],
"payee_patterns": ["LinkedIn", "Coursera", "Udemy", "Professional Association"],
"deductible": true,
"confidence": "high",
"ato_category": "Self-education expenses",
"ato_code": "D4",
"reason": "Professional development and education expenses",
"substantiation_notes": "Keep certificates and receipts"
},
{
"id": "home_office_furniture",
"category_patterns": ["Furniture", "Home Office"],
"keywords": ["desk", "chair", "office", "filing cabinet", "bookshelf"],
"deductible": true,
"confidence": "medium",
"ato_category": "Home office expenses",
"ato_code": "D2",
"reason": "Home office furniture and equipment",
"substantiation_notes": "Must be used primarily for work. Consider depreciation for items over $300."
},
{
"id": "mobile_phone",
"category_patterns": ["Mobile Phone", "Phone", "Telecommunications"],
"payee_patterns": ["Telstra", "Optus", "Vodafone"],
"deductible": true,
"confidence": "low",
"ato_category": "Work-related other expenses",
"ato_code": "D5",
"reason": "Mobile phone expenses - consider work/personal usage split",
"substantiation_notes": "Calculate work-related percentage. May need to apportion costs.",
"requires_apportionment": true
},
{
"id": "internet",
"category_patterns": ["Internet", "Utilities"],
"payee_patterns": ["Telstra", "Optus", "TPG", "Aussie Broadband"],
"keywords": ["internet", "broadband", "nbn"],
"deductible": true,
"confidence": "low",
"ato_category": "Home office expenses",
"ato_code": "D2",
"reason": "Internet expenses - consider work/personal usage split",
"substantiation_notes": "Calculate work-related percentage based on usage.",
"requires_apportionment": true
},
{
"id": "business_travel_taxi",
"category_patterns": ["Transport", "Taxi", "Rideshare"],
"payee_patterns": ["Uber", "DiDi", "Taxi", "Ola", "13CABS"],
"deductible": true,
"confidence": "medium",
"ato_category": "Work-related travel expenses",
"ato_code": "D1",
"reason": "Business travel - taxi/rideshare",
"substantiation_notes": "Trips over $75 require written evidence. Commuting to/from regular workplace NOT deductible.",
"special_threshold": 75,
"commuting_detection": true
},
{
"id": "vehicle_expenses",
"category_patterns": ["Fuel", "Car Maintenance", "Vehicle"],
"payee_patterns": ["BP", "Shell", "Caltex", "7-Eleven", "United Petroleum"],
"deductible": true,
"confidence": "low",
"ato_category": "Work-related car expenses",
"ato_code": "D2",
"reason": "Vehicle expenses - consider cents per km or logbook method",
"substantiation_notes": "Keep logbook or calculate km. Commuting NOT deductible.",
"requires_apportionment": true
},
{
"id": "groceries_personal",
"category_patterns": ["Groceries", "Food", "Supermarket"],
"payee_patterns": ["Woolworths", "Coles", "IGA", "Aldi"],
"deductible": false,
"confidence": "high",
"ato_category": "Personal expense",
"reason": "Personal groceries and food are not tax deductible for individuals",
"substantiation_notes": "Not deductible for individuals. May be deductible for businesses in specific circumstances."
},
{
"id": "clothing_personal",
"category_patterns": ["Clothing", "Fashion"],
"deductible": false,
"confidence": "high",
"ato_category": "Personal expense",
"reason": "Personal clothing is not tax deductible unless it is protective, occupation-specific, or uniform",
"substantiation_notes": "Only protective clothing, occupation-specific clothing, or registered uniforms are deductible."
},
{
"id": "protective_clothing",
"category_patterns": ["Work Clothing", "Safety Equipment"],
"keywords": ["uniform", "safety", "protective", "hi-vis", "steel cap"],
"deductible": true,
"confidence": "high",
"ato_category": "Work-related clothing expenses",
"ato_code": "D6",
"reason": "Protective clothing and occupation-specific uniforms",
"substantiation_notes": "Must be occupation-specific or protective. Conventional clothing not deductible."
},
{
"id": "subscriptions_professional",
"category_patterns": ["Subscriptions", "Professional Services"],
"keywords": ["professional", "membership", "association", "subscription"],
"deductible": true,
"confidence": "medium",
"ato_category": "Work-related other expenses",
"ato_code": "D5",
"reason": "Professional memberships and subscriptions",
"substantiation_notes": "Must be directly related to earning income."
},
{
"id": "entertainment_personal",
"category_patterns": ["Entertainment", "Dining", "Recreation"],
"deductible": false,
"confidence": "high",
"ato_category": "Personal expense",
"reason": "Personal entertainment and dining expenses are not deductible",
"substantiation_notes": "Not deductible unless it is a valid business meal meeting specific criteria."
},
{
"id": "books_technical",
"category_patterns": ["Books", "Media"],
"keywords": ["technical", "professional", "textbook", "reference"],
"deductible": true,
"confidence": "medium",
"ato_category": "Self-education expenses",
"ato_code": "D4",
"reason": "Technical and professional reference books",
"substantiation_notes": "Must be directly related to current work or income-earning activities."
}
],
"substantiation_thresholds": {
"default": 300,
"taxi_rideshare": 75,
"laundry": 150,
"description": "ATO substantiation thresholds - amounts requiring written evidence"
},
"commuting_hours": {
"weekday_morning": {
"start": "06:00",
"end": "09:30",
"description": "Typical morning commute period"
},
"weekday_evening": {
"start": "16:30",
"end": "19:00",
"description": "Typical evening commute period"
},
"description": "Time periods indicating likely commuting (NOT deductible)"
},
"instant_asset_write_off": {
"threshold": 20000,
"description": "Instant asset write-off threshold (check current ATO guidelines)",
"notes": "Assets under this amount may be immediately deductible. Verify current year threshold."
},
"confidence_scoring": {
"high": "Clear patterns matching deductible/non-deductible categories with minimal ambiguity",
"medium": "Likely deductible but requires additional context or apportionment",
"low": "Ambiguous - needs manual review or additional information"
},
"disclaimer": "This is automated pattern matching only. Rules are based on general ATO guidelines and may not apply to individual circumstances. Always consult a registered tax agent for specific advice."
}

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# Agent Smith Templates
This directory contains composable template configurations for PocketSmith onboarding.
## Structure
- **primary/** - Primary income structure templates (choose ONE)
- **living/** - Living arrangement templates (choose ONE)
- **additional/** - Additional income source templates (choose MULTIPLE)
## Usage
Templates are YAML files that define:
- Categories to create
- Categorization rules
- Tax tracking configuration
- Smart alerts
During onboarding, templates are selected and merged using `scripts/setup/template_merger.py`.
## Template Schema
See individual layer README files for YAML schema details.

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# Additional Income Templates
Select MULTIPLE templates for additional income sources beyond your primary income.
## Available Templates
- `side-hustle.yaml` - Freelancing, consulting, gig work
- `property-investor.yaml` - Rental income, negative gearing, CGT
- `share-investor.yaml` - Dividends, franking credits, share CGT
- `crypto-investor.yaml` - Cryptocurrency trading and staking
- `trust-structures.yaml` - Family trust, company distributions
## YAML Schema
Same structure as primary templates, with `layer: additional` and higher priority values (3+).

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name: Airbnb Host
layer: additional
description: |
Short-term rental income tracking for Airbnb, Stayz, and similar platforms.
Includes expense apportionment for owner-occupied properties and CGT considerations.
categories:
- name: "Airbnb:Income"
parent: null
description: "Short-term rental income from Airbnb, Stayz, etc."
- name: "Airbnb:Cleaning & Laundry"
parent: null
description: "Cleaning services and laundry for guests"
- name: "Airbnb:Guest Amenities"
parent: null
description: "Toiletries, coffee, tea, snacks for guests"
- name: "Airbnb:Linen & Towels"
parent: null
description: "Linen, towels, bedding for guest accommodation"
- name: "Airbnb:Platform Fees"
parent: null
description: "Airbnb/Stayz service fees and commissions"
- name: "Airbnb:Repairs & Maintenance"
parent: null
description: "Repairs and maintenance related to rental use"
- name: "Airbnb:Utilities"
parent: null
description: "Utilities attributable to rental use (apportioned)"
- name: "Airbnb:Insurance"
parent: null
description: "Host insurance and additional coverage"
- name: "Airbnb:Marketing & Listings"
parent: null
description: "Photography, listing fees, advertising"
rules:
- id: airbnb-income
pattern: "Airbnb.*payout|Airbnb.*income|Stayz.*payout|booking.com.*payout|short.*term.*rental.*income"
category: "Airbnb:Income"
confidence: high
labels: ["Assessable Income", "Rental Income"]
description: "Detect short-term rental income"
- id: airbnb-cleaning
pattern: "cleaning.*Airbnb|laundry.*guest|linen.*service|professional.*clean.*rental"
category: "Airbnb:Cleaning & Laundry"
confidence: high
labels: ["Tax Deductible", "Apportioned"]
description: "Detect cleaning and laundry expenses"
- id: guest-amenities
pattern: "toiletries.*guest|coffee.*Airbnb|tea.*guest|snacks.*guest|welcome.*pack"
category: "Airbnb:Guest Amenities"
confidence: medium
labels: ["Tax Deductible", "Apportioned"]
description: "Detect guest amenity purchases"
- id: linen-towels
pattern: "linen.*rental|towels.*guest|bedding.*Airbnb|sheets.*accommodation"
category: "Airbnb:Linen & Towels"
confidence: high
labels: ["Tax Deductible", "Apportioned"]
description: "Detect linen and towel purchases"
- id: platform-fees
pattern: "Airbnb.*service.*fee|Airbnb.*commission|Stayz.*fee|booking.*commission"
category: "Airbnb:Platform Fees"
confidence: high
labels: ["Tax Deductible"]
description: "Detect platform service fees"
- id: rental-repairs
pattern: "repair.*rental|maintenance.*Airbnb|fix.*guest.*room|handyman.*rental"
category: "Airbnb:Repairs & Maintenance"
confidence: medium
labels: ["Tax Deductible", "Apportioned", "Repairs vs Improvements"]
description: "Detect repairs related to rental use"
- id: rental-utilities
pattern: "electricity.*rental|gas.*rental|water.*rental|internet.*rental"
category: "Airbnb:Utilities"
confidence: low
labels: ["Tax Deductible", "Apportioned"]
description: "Detect utilities for apportionment (requires manual review)"
- id: host-insurance
pattern: "Airbnb.*insurance|host.*insurance|short.*term.*rental.*insurance"
category: "Airbnb:Insurance"
confidence: high
labels: ["Tax Deductible", "Apportioned"]
description: "Detect host insurance premiums"
- id: listing-marketing
pattern: "photography.*listing|Airbnb.*listing|property.*photos.*rental"
category: "Airbnb:Marketing & Listings"
confidence: medium
labels: ["Tax Deductible"]
description: "Detect marketing and listing expenses"
tax_tracking:
income_tracking: true
expense_apportionment_required: true
apportionment_basis: "days_rented"
cgt_main_residence_exemption_impact: true
record_keeping_days_rented: true
record_keeping_days_personal: true
alerts:
- type: apportionment_reminder
schedule: quarterly
message: "Calculate expense apportionment: days rented vs personal use"
- type: days_rented_tracker
schedule: monthly
message: "Record days rented this month for expense apportionment"
- type: eofy_airbnb_reminder
schedule: annual
before_date: "06-15"
message: "EOFY - compile Airbnb income, calculate apportioned expenses, document days rented vs personal use"
- type: cgt_exemption_warning
trigger: annual
message: "Using main residence for income may affect CGT main residence exemption. Keep detailed records."
- type: gst_threshold_warning
trigger: annual_income_exceeds
threshold: 75000
message: "Airbnb income + other business income exceeds $75k - GST registration may be required"
labels:
- name: "Assessable Income"
description: "Income assessable for tax purposes"
color: "green"
auto_apply: true
- name: "Rental Income"
description: "Short-term rental income"
color: "lightgreen"
auto_apply: false
- name: "Tax Deductible"
description: "Deductible expense (may require apportionment)"
color: "green"
auto_apply: false
- name: "Apportioned"
description: "Expense requiring apportionment by rental vs personal use"
color: "orange"
auto_apply: true
- name: "Repairs vs Improvements"
description: "Requires classification: repairs (deductible) vs improvements (capital)"
color: "orange"
auto_apply: false
dependencies:
requires: []
conflicts_with: ["property-investor"]
notes: "Use property-investor for long-term rentals. Use airbnb-host for short-term/part-time hosting."
metadata:
created: "2025-11-25"
version: "1.0.0"
author: "Agent Smith"
priority: 3
ato_guidance: "Airbnb income is assessable. Expenses must be apportioned if property is also used privately. Keep records of days rented vs personal use."

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name: Crypto Investor
layer: additional
description: |
Cryptocurrency investment tracking with ATO-compliant CGT and income reporting.
Covers exchanges, staking, DeFi yields, and NFT transactions.
categories:
- name: "Crypto:Purchases"
parent: null
description: "Cryptocurrency purchases (establishes cost base)"
- name: "Crypto:Sales"
parent: null
description: "Cryptocurrency sales (CGT events)"
- name: "Crypto:Staking Income"
parent: null
description: "Staking rewards and interest (ordinary income)"
- name: "Crypto:DeFi Yields"
parent: null
description: "DeFi protocol yields and liquidity rewards (ordinary income)"
- name: "Crypto:Airdrops & Forks"
parent: null
description: "Airdropped tokens and fork distributions (ordinary income at receipt)"
- name: "Crypto:NFT Purchases"
parent: null
description: "NFT purchases (establishes cost base)"
- name: "Crypto:NFT Sales"
parent: null
description: "NFT sales (CGT events)"
- name: "Crypto:Gas Fees"
parent: null
description: "Network gas fees (adds to cost base)"
- name: "Crypto:Exchange Fees"
parent: null
description: "Trading and platform fees"
rules:
- id: crypto-purchase
pattern: "CoinSpot|Binance|Coinbase|Kraken|Independent.*Reserve|Swyftx|BTC.*Markets|crypto.*buy|BTC.*purchase|ETH.*purchase"
category: "Crypto:Purchases"
confidence: medium
labels: ["Crypto", "Cost Base"]
description: "Detect cryptocurrency purchases on Australian exchanges"
- id: crypto-sale
pattern: "crypto.*sell|BTC.*sale|ETH.*sale|sold.*crypto"
category: "Crypto:Sales"
confidence: medium
labels: ["Crypto", "CGT Event"]
description: "Detect cryptocurrency sales (CGT event)"
- id: staking-rewards
pattern: "staking.*reward|staked.*income|validator.*reward|POS.*reward"
category: "Crypto:Staking Income"
confidence: high
labels: ["Crypto", "Ordinary Income"]
description: "Detect staking rewards (ordinary income)"
- id: defi-yields
pattern: "DeFi|yield.*farming|liquidity.*pool|lending.*interest|Aave|Compound|Uniswap.*reward"
category: "Crypto:DeFi Yields"
confidence: medium
labels: ["Crypto", "Ordinary Income"]
description: "Detect DeFi protocol yields"
- id: airdrops
pattern: "airdrop|token.*distribution|fork.*distribution"
category: "Crypto:Airdrops & Forks"
confidence: high
labels: ["Crypto", "Ordinary Income"]
description: "Detect airdrops and fork distributions"
- id: nft-purchase
pattern: "NFT.*purchase|OpenSea.*buy|Rarible.*buy|digital.*art.*purchase"
category: "Crypto:NFT Purchases"
confidence: medium
labels: ["Crypto", "NFT", "Cost Base"]
description: "Detect NFT purchases"
- id: nft-sale
pattern: "NFT.*sale|OpenSea.*sale|sold.*NFT"
category: "Crypto:NFT Sales"
confidence: medium
labels: ["Crypto", "NFT", "CGT Event"]
description: "Detect NFT sales"
- id: gas-fees
pattern: "gas.*fee|network.*fee|ETH.*fee|transaction.*fee.*crypto"
category: "Crypto:Gas Fees"
confidence: high
labels: ["Crypto", "Cost Base Addition"]
description: "Detect blockchain gas fees"
- id: exchange-fees
pattern: "trading.*fee.*crypto|exchange.*fee|platform.*fee.*crypto"
category: "Crypto:Exchange Fees"
confidence: high
labels: ["Crypto"]
description: "Detect exchange and trading fees"
tax_tracking:
cgt_tracking: true
cgt_discount_eligible: true
cgt_discount_holding_period: 365
cost_base_tracking: true
cost_base_includes_fees: true
income_tracking: true
separate_income_vs_capital: true
alerts:
- type: crypto_cgt_event
trigger: sale_detected
message: "Crypto sale detected - calculate CGT (12-month holding = 50% discount)"
- type: crypto_income_reminder
schedule: quarterly
message: "Report crypto staking/DeFi income on quarterly basis"
- type: eofy_crypto_reminder
schedule: annual
before_date: "06-15"
message: "EOFY - compile all crypto CGT events and income. ATO requires detailed records."
- type: cost_base_reminder
trigger: purchase_detected
message: "Record AUD value at time of purchase for accurate cost base"
labels:
- name: "Crypto"
description: "Cryptocurrency transaction"
color: "bitcoin-orange"
auto_apply: false
- name: "CGT Event"
description: "Capital gains tax event (crypto disposal)"
color: "gold"
auto_apply: true
- name: "Cost Base"
description: "Establishes or adds to CGT cost base"
color: "lightblue"
auto_apply: false
- name: "Cost Base Addition"
description: "Expense that adds to CGT cost base"
color: "skyblue"
auto_apply: false
- name: "Ordinary Income"
description: "Taxed as ordinary income (not CGT)"
color: "green"
auto_apply: true
- name: "NFT"
description: "Non-fungible token transaction"
color: "purple"
auto_apply: false
dependencies:
requires: []
conflicts_with: []
metadata:
created: "2025-11-25"
version: "1.0.0"
author: "Agent Smith"
priority: 3
ato_guidance: "ATO treats cryptocurrency as CGT asset. Staking/interest = ordinary income. Keep records of all transactions in AUD."

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name: Property Investor
layer: additional
description: |
Rental property income and expenses tracking.
Includes negative gearing calculation and CGT cost base tracking.
categories:
- name: "Rental Income"
parent: null
description: "Rent received from investment properties"
- name: "Property:Interest"
parent: null
description: "Mortgage interest on investment loans"
- name: "Property:Rates & Strata"
parent: null
description: "Council rates and strata fees"
- name: "Property:Repairs & Maintenance"
parent: null
description: "Repairs and maintenance expenses"
- name: "Property:Property Management"
parent: null
description: "Property management fees"
- name: "Property:Insurance"
parent: null
description: "Landlord insurance premiums"
- name: "Property:Depreciation"
parent: null
description: "Depreciation (manual entry from schedule)"
rules:
- id: rental-income
pattern: "rent.*received|rental.*income|tenant.*payment"
category: "Rental Income"
confidence: high
labels: ["Property: {address}"]
description: "Detect rental income payments"
- id: property-loan-interest
pattern: "investment.*loan|property.*mortgage|loan.*interest"
category: "Property:Interest"
confidence: medium
labels: ["Tax Deductible", "Property: {address}"]
description: "Detect investment property loan interest"
- id: council-rates
pattern: "council.*rates|strata|body.*corporate"
category: "Property:Rates & Strata"
confidence: high
labels: ["Tax Deductible", "Property: {address}"]
description: "Detect rates and strata fees"
- id: property-repairs
pattern: "plumber|electrician|handyman|repairs.*property|maintenance.*rental"
category: "Property:Repairs & Maintenance"
confidence: medium
labels: ["Tax Deductible", "Property: {address}", "Repairs vs Improvements"]
description: "Detect repair and maintenance expenses"
- id: property-management-fee
pattern: "property.*management|real.*estate.*fee|letting.*fee"
category: "Property:Property Management"
confidence: high
labels: ["Tax Deductible", "Property: {address}"]
description: "Detect property management fees"
tax_tracking:
negative_gearing_calculation: true
cgt_cost_base_tracking: true
cgt_discount_eligible: true
cgt_discount_holding_period: 365
depreciation_schedule_tracking: true
alerts:
- type: rental_schedule_reminder
schedule: annual
before_date: "06-15"
message: "EOFY - prepare rental property income/expense schedule for tax return"
- type: cgt_event_reminder
trigger: property_sale_detected
message: "Property sale detected - calculate CGT on disposal"
- type: negative_gearing_summary
schedule: quarterly
message: "Quarterly negative gearing summary available"
labels:
- name: "Tax Deductible"
description: "Property expense claimable on tax return"
color: "green"
auto_apply: false
- name: "Negative Gearing"
description: "Deductible loss against other income"
color: "darkgreen"
auto_apply: false
- name: "Capital Improvement"
description: "Adds to CGT cost base (not immediately deductible)"
color: "gold"
auto_apply: false
- name: "Repairs vs Improvements"
description: "Requires classification for tax treatment"
color: "orange"
auto_apply: false
- name: "Property: {address}"
description: "Expense for property at {address}"
color: "brown"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter property address:"
dependencies:
requires: []
conflicts_with: []
metadata:
created: "2025-11-22"
version: "1.0.0"
author: "Agent Smith"
priority: 3

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name: Share/ETF Investor
layer: additional
description: |
Share and ETF portfolio tracking with dividend income and CGT events.
Includes franking credit extraction and wash sale detection.
categories:
- name: "Dividends:Franked"
parent: null
description: "Fully franked dividend income"
- name: "Dividends:Unfranked"
parent: null
description: "Unfranked dividend income"
- name: "Share Sales"
parent: null
description: "Capital gains/losses from share sales"
- name: "Brokerage Fees"
parent: null
description: "Trading and brokerage fees"
rules:
- id: franked-dividends
pattern: "dividend.*franked|franking.*credit|DRP|dividend.*reinvestment"
category: "Dividends:Franked"
confidence: high
labels: ["Franked Dividend"]
description: "Detect franked dividend payments"
- id: unfranked-dividends
pattern: "dividend.*unfranked|distribution.*trust"
category: "Dividends:Unfranked"
confidence: high
description: "Detect unfranked dividend payments"
- id: share-sale
pattern: "share.*sale|stock.*sale|sold.*shares|CGT.*event"
category: "Share Sales"
confidence: medium
labels: ["Capital Gain"]
description: "Detect share sale transactions (CGT event)"
- id: brokerage
pattern: "CommSec|SelfWealth|Stake|brokerage|trading.*fee"
category: "Brokerage Fees"
confidence: high
labels: ["Tax Deductible"]
description: "Detect brokerage and trading fees"
tax_tracking:
dividend_tracking: true
franking_credit_extraction: true
cgt_tracking: true
cgt_discount_eligible: true
cgt_discount_holding_period: 365
wash_sale_detection: true
wash_sale_period: 30
alerts:
- type: dividend_income_summary
schedule: quarterly
message: "Quarterly dividend income summary with franking credits"
- type: cgt_event_detected
trigger: share_sale_detected
message: "Share sale detected - track CGT event and holding period"
- type: wash_sale_warning
trigger: repurchase_within_30_days
message: "Warning: Share repurchased within 30 days - potential wash sale"
labels:
- name: "Tax Deductible"
description: "Share trading expense claimable"
color: "green"
auto_apply: false
- name: "Capital Gain"
description: "Capital gains event (CGT applicable)"
color: "gold"
auto_apply: true
- name: "Capital Loss"
description: "Capital loss (offset against gains)"
color: "brown"
auto_apply: false
- name: "Franked Dividend"
description: "Dividend with franking credits attached"
color: "teal"
auto_apply: true
dependencies:
requires: []
conflicts_with: []
metadata:
created: "2025-11-22"
version: "1.0.0"
author: "Agent Smith"
priority: 3

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name: Comprehensive Foundation
layer: foundation
description: |
Detailed category structure with deep hierarchies for granular tracking.
Best for detail-oriented people, business owners, or those optimizing tax deductions.
80+ categories with 2-3 levels of hierarchy for precise expense tracking.
categories:
# ============================================================
# INCOME
# ============================================================
- name: "Income"
parent: null
description: "All income sources"
- name: "Income:Employment"
parent: "Income"
description: "Employment income"
- name: "Income:Employment:Salary & Wages"
parent: "Income:Employment"
description: "Regular salary and wage payments"
- name: "Income:Employment:Bonuses & Commissions"
parent: "Income:Employment"
description: "Performance bonuses, sales commissions"
- name: "Income:Employment:Allowances"
parent: "Income:Employment"
description: "Travel allowance, car allowance, other"
- name: "Income:Government Benefits"
parent: "Income"
description: "Centrelink and government payments"
- name: "Income:Government Benefits:Family Benefits"
parent: "Income:Government Benefits"
description: "Family Tax Benefit, Child Care Subsidy"
- name: "Income:Government Benefits:Income Support"
parent: "Income:Government Benefits"
description: "JobSeeker, Disability Support, Age Pension"
- name: "Income:Government Benefits:Child Support"
parent: "Income:Government Benefits"
description: "Child support received"
- name: "Income:Other Income"
parent: "Income"
description: "Miscellaneous income"
- name: "Income:Other Income:Tax Refunds"
parent: "Income:Other Income"
description: "ATO tax refunds, GST refunds"
- name: "Income:Other Income:Gifts & Winnings"
parent: "Income:Other Income"
description: "Cash gifts, competition winnings, lottery"
- name: "Income:Other Income:Reimbursements"
parent: "Income:Other Income"
description: "Work reimbursements, refunds"
# ============================================================
# HOUSING
# ============================================================
- name: "Housing"
parent: null
description: "Home-related expenses"
- name: "Housing:Rent or Mortgage"
parent: "Housing"
description: "Rent or mortgage payments"
- name: "Housing:Rent or Mortgage:Rent"
parent: "Housing:Rent or Mortgage"
description: "Rental payments"
- name: "Housing:Rent or Mortgage:Mortgage Repayments"
parent: "Housing:Rent or Mortgage"
description: "Principal and interest payments"
- name: "Housing:Rates & Levies"
parent: "Housing"
description: "Government and strata charges"
- name: "Housing:Rates & Levies:Council Rates"
parent: "Housing:Rates & Levies"
description: "Municipal council rates"
- name: "Housing:Rates & Levies:Water Rates"
parent: "Housing:Rates & Levies"
description: "Water service charges"
- name: "Housing:Rates & Levies:Strata Levies"
parent: "Housing:Rates & Levies"
description: "Body corporate, strata fees"
- name: "Housing:Maintenance & Repairs"
parent: "Housing"
description: "Home maintenance costs"
- name: "Housing:Maintenance & Repairs:Repairs"
parent: "Housing:Maintenance & Repairs"
description: "Plumbing, electrical, emergency repairs"
- name: "Housing:Maintenance & Repairs:Improvements"
parent: "Housing:Maintenance & Repairs"
description: "Renovations, upgrades, capital improvements"
- name: "Housing:Maintenance & Repairs:Garden & Lawn"
parent: "Housing:Maintenance & Repairs"
description: "Gardening, lawn care, landscaping"
- name: "Housing:Home Insurance"
parent: "Housing"
description: "Home and contents insurance"
- name: "Housing:Furnishings"
parent: "Housing"
description: "Furniture, appliances, home setup"
# ============================================================
# UTILITIES
# ============================================================
- name: "Utilities"
parent: null
description: "Essential household services"
- name: "Utilities:Electricity"
parent: "Utilities"
description: "Electricity bills and charges"
- name: "Utilities:Gas"
parent: "Utilities"
description: "Natural gas, LPG"
- name: "Utilities:Water"
parent: "Utilities"
description: "Water usage charges"
- name: "Utilities:Internet"
parent: "Utilities"
description: "Home internet, NBN"
- name: "Utilities:Phone"
parent: "Utilities"
description: "Mobile and landline"
- name: "Utilities:Phone:Mobile"
parent: "Utilities:Phone"
description: "Mobile phone plans, prepaid"
- name: "Utilities:Phone:Landline"
parent: "Utilities:Phone"
description: "Home phone service"
# ============================================================
# FOOD & DINING
# ============================================================
- name: "Food & Dining"
parent: null
description: "Food and beverage expenses"
- name: "Food & Dining:Groceries"
parent: "Food & Dining"
description: "Food shopping"
- name: "Food & Dining:Groceries:Supermarket"
parent: "Food & Dining:Groceries"
description: "Woolworths, Coles, Aldi, IGA"
- name: "Food & Dining:Groceries:Specialty Stores"
parent: "Food & Dining:Groceries"
description: "Butcher, baker, deli, fruit shop"
- name: "Food & Dining:Groceries:Online Delivery"
parent: "Food & Dining:Groceries"
description: "Online grocery delivery services"
- name: "Food & Dining:Restaurants"
parent: "Food & Dining"
description: "Dining out"
- name: "Food & Dining:Takeaway & Delivery"
parent: "Food & Dining"
description: "Takeaway food"
- name: "Food & Dining:Takeaway & Delivery:Fast Food"
parent: "Food & Dining:Takeaway & Delivery"
description: "McDonald's, KFC, etc."
- name: "Food & Dining:Takeaway & Delivery:Food Delivery"
parent: "Food & Dining:Takeaway & Delivery"
description: "Uber Eats, Menulog, DoorDash"
- name: "Food & Dining:Coffee & Cafes"
parent: "Food & Dining"
description: "Coffee shops, cafe visits"
- name: "Food & Dining:Alcohol & Beverages"
parent: "Food & Dining"
description: "Bottleshops, liquor, soft drinks"
# ============================================================
# TRANSPORTATION
# ============================================================
- name: "Transportation"
parent: null
description: "Transport and vehicle expenses"
- name: "Transportation:Vehicle Ownership"
parent: "Transportation"
description: "Owning and running a vehicle"
- name: "Transportation:Vehicle Ownership:Fuel"
parent: "Transportation:Vehicle Ownership"
description: "Petrol, diesel, LPG"
- name: "Transportation:Vehicle Ownership:Maintenance & Servicing"
parent: "Transportation:Vehicle Ownership"
description: "Regular servicing, oil changes"
- name: "Transportation:Vehicle Ownership:Repairs"
parent: "Transportation:Vehicle Ownership"
description: "Breakdowns, accident repairs, tyres"
- name: "Transportation:Vehicle Ownership:Registration & Insurance"
parent: "Transportation:Vehicle Ownership"
description: "Rego, CTP, comprehensive insurance"
- name: "Transportation:Vehicle Ownership:Car Wash & Detailing"
parent: "Transportation:Vehicle Ownership"
description: "Cleaning, detailing, car care"
- name: "Transportation:Parking & Tolls"
parent: "Transportation"
description: "Parking and road tolls"
- name: "Transportation:Parking & Tolls:Parking"
parent: "Transportation:Parking & Tolls"
description: "Street parking, parking meters, car parks"
- name: "Transportation:Parking & Tolls:Tolls"
parent: "Transportation:Parking & Tolls"
description: "E-tag, toll roads, M1, M2, etc."
- name: "Transportation:Public Transport"
parent: "Transportation"
description: "Buses, trains, trams, ferries"
- name: "Transportation:Public Transport:Opal/Myki Card"
parent: "Transportation:Public Transport"
description: "Prepaid transport cards"
- name: "Transportation:Public Transport:Tickets"
parent: "Transportation:Public Transport"
description: "Single tickets, day passes"
- name: "Transportation:Rideshare & Taxis"
parent: "Transportation"
description: "Uber, Didi, taxis"
# ============================================================
# HEALTHCARE
# ============================================================
- name: "Healthcare"
parent: null
description: "Medical and health expenses"
- name: "Healthcare:Medical Services"
parent: "Healthcare"
description: "Doctor visits and medical care"
- name: "Healthcare:Medical Services:GP & Specialists"
parent: "Healthcare:Medical Services"
description: "General practitioner, specialist doctors"
- name: "Healthcare:Medical Services:Tests & Pathology"
parent: "Healthcare:Medical Services"
description: "Blood tests, x-rays, scans, pathology"
- name: "Healthcare:Medical Services:Hospital & Emergency"
parent: "Healthcare:Medical Services"
description: "Hospital visits, emergency care, ambulance"
- name: "Healthcare:Dental"
parent: "Healthcare"
description: "Dental care"
- name: "Healthcare:Dental:General Dental"
parent: "Healthcare:Dental"
description: "Check-ups, cleaning, fillings"
- name: "Healthcare:Dental:Orthodontics"
parent: "Healthcare:Dental"
description: "Braces, Invisalign, orthodontic treatment"
- name: "Healthcare:Pharmacy"
parent: "Healthcare"
description: "Pharmacy and medications"
- name: "Healthcare:Pharmacy:Prescriptions"
parent: "Healthcare:Pharmacy"
description: "PBS prescriptions, scripts"
- name: "Healthcare:Pharmacy:Over the Counter"
parent: "Healthcare:Pharmacy"
description: "Non-prescription medicines, first aid"
- name: "Healthcare:Allied Health"
parent: "Healthcare"
description: "Other health services"
- name: "Healthcare:Allied Health:Physiotherapy"
parent: "Healthcare:Allied Health"
description: "Physio, exercise physiology"
- name: "Healthcare:Allied Health:Psychology & Counselling"
parent: "Healthcare:Allied Health"
description: "Psychologist, counsellor, mental health"
- name: "Healthcare:Allied Health:Other Therapies"
parent: "Healthcare:Allied Health"
description: "Chiro, osteo, massage, acupuncture"
- name: "Healthcare:Optical"
parent: "Healthcare"
description: "Eye care, glasses, contacts"
- name: "Healthcare:Health Insurance"
parent: "Healthcare"
description: "Private health insurance premiums"
# ============================================================
# PERSONAL CARE & APPEARANCE
# ============================================================
- name: "Personal Care"
parent: null
description: "Personal grooming and care"
- name: "Personal Care:Hair & Beauty"
parent: "Personal Care"
description: "Hair and beauty services"
- name: "Personal Care:Hair & Beauty:Haircuts & Styling"
parent: "Personal Care:Hair & Beauty"
description: "Barber, hairdresser, hair treatments"
- name: "Personal Care:Hair & Beauty:Beauty Services"
parent: "Personal Care:Hair & Beauty"
description: "Nails, waxing, facials, beauty treatments"
- name: "Personal Care:Toiletries & Cosmetics"
parent: "Personal Care"
description: "Personal hygiene products"
- name: "Personal Care:Toiletries & Cosmetics:Skincare & Cosmetics"
parent: "Personal Care:Toiletries & Cosmetics"
description: "Makeup, skincare, fragrances"
- name: "Personal Care:Toiletries & Cosmetics:Personal Hygiene"
parent: "Personal Care:Toiletries & Cosmetics"
description: "Shampoo, soap, deodorant, dental care"
- name: "Clothing & Footwear"
parent: null
description: "Clothes and shoes"
- name: "Clothing & Footwear:Adults"
parent: "Clothing & Footwear"
description: "Adult clothing and shoes"
- name: "Clothing & Footwear:Kids"
parent: "Clothing & Footwear"
description: "Children's clothing and shoes"
- name: "Clothing & Footwear:Accessories"
parent: "Clothing & Footwear"
description: "Bags, wallets, jewellery, watches"
# ============================================================
# ENTERTAINMENT & RECREATION
# ============================================================
- name: "Entertainment & Recreation"
parent: null
description: "Entertainment and leisure"
- name: "Entertainment & Recreation:Subscriptions"
parent: "Entertainment & Recreation"
description: "Streaming and digital services"
- name: "Entertainment & Recreation:Subscriptions:Streaming Video"
parent: "Entertainment & Recreation:Subscriptions"
description: "Netflix, Stan, Disney+, Binge"
- name: "Entertainment & Recreation:Subscriptions:Streaming Music"
parent: "Entertainment & Recreation:Subscriptions"
description: "Spotify, Apple Music, YouTube Music"
- name: "Entertainment & Recreation:Subscriptions:Gaming"
parent: "Entertainment & Recreation:Subscriptions"
description: "PlayStation Plus, Xbox Game Pass, etc."
- name: "Entertainment & Recreation:Subscriptions:News & Publications"
parent: "Entertainment & Recreation:Subscriptions"
description: "Newspapers, magazines, digital subscriptions"
- name: "Entertainment & Recreation:Fitness & Sport"
parent: "Entertainment & Recreation"
description: "Fitness and sports activities"
- name: "Entertainment & Recreation:Fitness & Sport:Gym Membership"
parent: "Entertainment & Recreation:Fitness & Sport"
description: "Gym, fitness classes, personal training"
- name: "Entertainment & Recreation:Fitness & Sport:Sports & Activities"
parent: "Entertainment & Recreation:Fitness & Sport"
description: "Sports clubs, equipment, registration fees"
- name: "Entertainment & Recreation:Events & Outings"
parent: "Entertainment & Recreation"
description: "Events and activities"
- name: "Entertainment & Recreation:Events & Outings:Movies & Cinema"
parent: "Entertainment & Recreation:Events & Outings"
description: "Movie tickets, cinema"
- name: "Entertainment & Recreation:Events & Outings:Concerts & Theatre"
parent: "Entertainment & Recreation:Events & Outings"
description: "Live music, theatre, performances"
- name: "Entertainment & Recreation:Events & Outings:Sports Events"
parent: "Entertainment & Recreation:Events & Outings"
description: "AFL, NRL, cricket, sports tickets"
- name: "Entertainment & Recreation:Hobbies"
parent: "Entertainment & Recreation"
description: "Hobby-related expenses"
- name: "Entertainment & Recreation:Books & Media"
parent: "Entertainment & Recreation"
description: "Books, audiobooks, magazines, DVDs"
- name: "Entertainment & Recreation:Gaming"
parent: "Entertainment & Recreation"
description: "Video games, board games, gaming gear"
# ============================================================
# EDUCATION & DEVELOPMENT
# ============================================================
- name: "Education"
parent: null
description: "Education and learning"
- name: "Education:School"
parent: "Education"
description: "Primary and secondary school"
- name: "Education:School:School Fees"
parent: "Education:School"
description: "Tuition fees, private school fees"
- name: "Education:School:School Uniforms"
parent: "Education:School"
description: "Uniforms, sports gear"
- name: "Education:School:Excursions & Activities"
parent: "Education:School"
description: "School camps, excursions, activities"
- name: "Education:Tertiary Education"
parent: "Education"
description: "University, TAFE, higher education"
- name: "Education:Tertiary Education:Tuition Fees"
parent: "Education:Tertiary Education"
description: "HECS, course fees, semester fees"
- name: "Education:Tertiary Education:Textbooks & Materials"
parent: "Education:Tertiary Education"
description: "Textbooks, course materials, stationery"
- name: "Education:Courses & Training"
parent: "Education"
description: "Professional development, short courses"
- name: "Education:Tutoring"
parent: "Education"
description: "Private tutoring, coaching"
# ============================================================
# KIDS & FAMILY
# ============================================================
- name: "Kids & Family"
parent: null
description: "Child-related expenses"
- name: "Kids & Family:Childcare & Education"
parent: "Kids & Family"
description: "Childcare services"
- name: "Kids & Family:Childcare & Education:Daycare"
parent: "Kids & Family:Childcare & Education"
description: "Long day care, family day care"
- name: "Kids & Family:Childcare & Education:Before/After School Care"
parent: "Kids & Family:Childcare & Education"
description: "OOSH, vacation care"
- name: "Kids & Family:Activities"
parent: "Kids & Family"
description: "Kids activities and sports"
- name: "Kids & Family:Activities:Sports"
parent: "Kids & Family:Activities"
description: "Kids sports, swimming lessons, team fees"
- name: "Kids & Family:Activities:Music & Arts"
parent: "Kids & Family:Activities"
description: "Music lessons, art classes, dance"
- name: "Kids & Family:Toys & Entertainment"
parent: "Kids & Family"
description: "Toys, games, kid entertainment"
- name: "Kids & Family:Baby Supplies"
parent: "Kids & Family"
description: "Nappies, formula, baby products"
- name: "Kids & Family:Pocket Money & Allowances"
parent: "Kids & Family"
description: "Kids pocket money, allowances"
# ============================================================
# FINANCIAL SERVICES
# ============================================================
- name: "Financial Services"
parent: null
description: "Banking and financial costs"
- name: "Financial Services:Bank Fees"
parent: "Financial Services"
description: "Banking fees and charges"
- name: "Financial Services:Bank Fees:Account Fees"
parent: "Financial Services:Bank Fees"
description: "Monthly account fees, transaction fees"
- name: "Financial Services:Bank Fees:ATM Fees"
parent: "Financial Services:Bank Fees"
description: "ATM withdrawal fees, foreign ATM fees"
- name: "Financial Services:Interest & Finance Charges"
parent: "Financial Services"
description: "Interest and finance costs"
- name: "Financial Services:Interest & Finance Charges:Credit Card Interest"
parent: "Financial Services:Interest & Finance Charges"
description: "Credit card interest charges"
- name: "Financial Services:Interest & Finance Charges:Loan Interest"
parent: "Financial Services:Interest & Finance Charges"
description: "Personal loan interest, other loan costs"
- name: "Financial Services:Accounting & Tax"
parent: "Financial Services"
description: "Accountant, tax agent, bookkeeping"
# ============================================================
# INSURANCE
# ============================================================
- name: "Insurance"
parent: null
description: "Insurance premiums (non-health, non-vehicle)"
- name: "Insurance:Life & Income Protection"
parent: "Insurance"
description: "Life insurance and income protection"
- name: "Insurance:Life & Income Protection:Life Insurance"
parent: "Insurance:Life & Income Protection"
description: "Life insurance premiums"
- name: "Insurance:Life & Income Protection:Income Protection"
parent: "Insurance:Life & Income Protection"
description: "Income protection, TPD, trauma insurance"
- name: "Insurance:Pet Insurance"
parent: "Insurance"
description: "Pet insurance premiums"
- name: "Insurance:Travel Insurance"
parent: "Insurance"
description: "Travel insurance, overseas coverage"
- name: "Insurance:Other Insurance"
parent: "Insurance"
description: "Other insurance policies"
# ============================================================
# SHOPPING & HOUSEHOLD
# ============================================================
- name: "Shopping"
parent: null
description: "General retail and household"
- name: "Shopping:Household Items"
parent: "Shopping"
description: "Household goods and supplies"
- name: "Shopping:Household Items:Furniture"
parent: "Shopping:Household Items"
description: "Furniture, beds, sofas, tables"
- name: "Shopping:Household Items:Appliances"
parent: "Shopping:Household Items"
description: "Fridges, washing machines, electronics"
- name: "Shopping:Household Items:Homewares"
parent: "Shopping:Household Items"
description: "Kitchen items, bedding, décor, storage"
- name: "Shopping:Household Items:Cleaning Supplies"
parent: "Shopping:Household Items"
description: "Cleaning products, laundry detergent"
- name: "Shopping:General Retail"
parent: "Shopping"
description: "Department stores and misc purchases"
- name: "Shopping:Electronics"
parent: "Shopping"
description: "Computers, phones, tablets, tech"
- name: "Shopping:Hardware & DIY"
parent: "Shopping"
description: "Bunnings, hardware, DIY supplies"
# ============================================================
# GIFTS & DONATIONS
# ============================================================
- name: "Gifts & Donations"
parent: null
description: "Gifts and charitable giving"
- name: "Gifts & Donations:Gifts"
parent: "Gifts & Donations"
description: "Birthday, Christmas, special occasion gifts"
- name: "Gifts & Donations:Charitable Donations"
parent: "Gifts & Donations"
description: "Charity donations, sponsorships"
# ============================================================
# PETS
# ============================================================
- name: "Pets"
parent: null
description: "Pet-related expenses"
- name: "Pets:Food & Supplies"
parent: "Pets"
description: "Pet food, litter, supplies"
- name: "Pets:Veterinary"
parent: "Pets"
description: "Vet visits, medications, surgery"
- name: "Pets:Grooming & Boarding"
parent: "Pets"
description: "Grooming, pet sitting, boarding kennels"
# ============================================================
# TRAVEL & HOLIDAYS
# ============================================================
- name: "Travel & Holidays"
parent: null
description: "Travel and holiday expenses"
- name: "Travel & Holidays:Accommodation"
parent: "Travel & Holidays"
description: "Hotels, Airbnb, holiday rentals"
- name: "Travel & Holidays:Flights & Transport"
parent: "Travel & Holidays"
description: "Airfares and transport"
- name: "Travel & Holidays:Flights & Transport:Airfares"
parent: "Travel & Holidays:Flights & Transport"
description: "Domestic and international flights"
- name: "Travel & Holidays:Flights & Transport:Car Hire"
parent: "Travel & Holidays:Flights & Transport"
description: "Rental cars, car hire"
- name: "Travel & Holidays:Activities & Tours"
parent: "Travel & Holidays"
description: "Tours, attractions, activities"
- name: "Travel & Holidays:Holiday Spending"
parent: "Travel & Holidays"
description: "Meals, shopping, misc while on holiday"
# ============================================================
# GOVERNMENT & ADMIN
# ============================================================
- name: "Government & Fees"
parent: null
description: "Government charges and official fees"
- name: "Government & Fees:Fines & Penalties"
parent: "Government & Fees"
description: "Fines and late fees"
- name: "Government & Fees:Fines & Penalties:Traffic Fines"
parent: "Government & Fees:Fines & Penalties"
description: "Speeding, parking, traffic infringements"
- name: "Government & Fees:Fines & Penalties:Other Fines"
parent: "Government & Fees:Fines & Penalties"
description: "Library fines, other penalties"
- name: "Government & Fees:Licences & Registration"
parent: "Government & Fees"
description: "Licences and registrations"
- name: "Government & Fees:Licences & Registration:Driver Licence"
parent: "Government & Fees:Licences & Registration"
description: "Licence renewal, learner's permit"
- name: "Government & Fees:Licences & Registration:Professional Registration"
parent: "Government & Fees:Licences & Registration"
description: "Trade licences, professional registrations"
- name: "Government & Fees:Legal & Professional"
parent: "Government & Fees"
description: "Legal fees, solicitors, conveyancing"
# ============================================================
# DEBT & SAVINGS
# ============================================================
- name: "Debt Payments"
parent: null
description: "Loan and debt repayments"
- name: "Debt Payments:Personal Loans"
parent: "Debt Payments"
description: "Personal loan repayments"
- name: "Debt Payments:Credit Cards"
parent: "Debt Payments"
description: "Credit card payments"
- name: "Debt Payments:BNPL"
parent: "Debt Payments"
description: "Afterpay, Zip Pay, buy now pay later"
- name: "Debt Payments:Other Debt"
parent: "Debt Payments"
description: "Other debt repayments"
# ============================================================
# TRANSFERS & OTHER
# ============================================================
- name: "Transfers & Adjustments"
parent: null
description: "Account transfers and movements"
- name: "Transfers & Adjustments:Savings Transfers"
parent: "Transfers & Adjustments"
description: "Transfers to savings accounts"
- name: "Transfers & Adjustments:Investment Contributions"
parent: "Transfers & Adjustments"
description: "Super contributions, shares, investments"
- name: "Transfers & Adjustments:Internal Transfers"
parent: "Transfers & Adjustments"
description: "Transfers between own accounts"
- name: "Uncategorised"
parent: null
description: "Transactions not yet categorised"
rules:
# ============================================================
# COMMON GROCERY STORES (Australia)
# ============================================================
- type: category
name: Woolworths → Groceries
patterns: [Woolworths, WOOLWORTHS]
category: Food & Dining > Groceries
confidence: 95
- type: category
name: Coles → Groceries
patterns: [Coles, COLES]
category: Food & Dining > Groceries
confidence: 95
- type: category
name: Aldi → Groceries
patterns: [Aldi, ALDI]
category: Food & Dining > Groceries
confidence: 95
- type: category
name: IGA → Groceries
patterns: [IGA]
category: Food & Dining > Groceries
confidence: 95
labels: []
tax_tracking:
detailed_expense_tracking: true
receipt_tracking_enabled: true
alerts: []
dependencies:
requires: []
conflicts_with: ["minimal", "standard"]
metadata:
created: "2025-11-23"
version: "1.0.0"
author: "Agent Smith"
priority: 0
category_count: 186

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name: Minimal Foundation
layer: foundation
description: |
Simple, broad category structure for basic expense tracking.
Best for people who prefer simplicity and don't need detailed breakdowns.
20 top-level categories covering essential expense areas.
categories:
# Income
- name: "Income"
parent: null
description: "All income sources"
# Housing & Home
- name: "Housing"
parent: null
description: "Rent, mortgage, rates, home expenses"
- name: "Utilities"
parent: null
description: "Electricity, gas, water, internet, phone"
# Food
- name: "Food & Dining"
parent: null
description: "Groceries, restaurants, takeaway"
# Transportation
- name: "Transportation"
parent: null
description: "Fuel, public transport, vehicle costs"
# Health
- name: "Healthcare"
parent: null
description: "Medical, dental, pharmacy, Medicare gap"
# Personal & Lifestyle
- name: "Personal Care"
parent: null
description: "Haircuts, cosmetics, toiletries"
- name: "Clothing"
parent: null
description: "Clothes, shoes, accessories"
- name: "Entertainment"
parent: null
description: "Movies, streaming, hobbies, recreation"
- name: "Education"
parent: null
description: "School fees, courses, textbooks"
# Financial
- name: "Insurance"
parent: null
description: "Health, car, home, life insurance"
- name: "Banking & Fees"
parent: null
description: "Bank fees, account charges, ATM fees"
- name: "Debt Payments"
parent: null
description: "Loan repayments, credit card payments"
# Discretionary
- name: "Shopping"
parent: null
description: "General retail, online shopping, household items"
- name: "Gifts & Donations"
parent: null
description: "Presents, charity donations"
- name: "Pets"
parent: null
description: "Pet food, vet, supplies"
# Special
- name: "Travel & Holidays"
parent: null
description: "Flights, accommodation, holiday expenses"
- name: "Subscriptions"
parent: null
description: "Streaming, memberships, recurring services"
# Other
- name: "Government & Fees"
parent: null
description: "Rates, fines, registration, licences"
- name: "Uncategorised"
parent: null
description: "Transactions not yet categorised"
rules: []
# No rules in foundation - rules come from primary/living/additional templates
labels: []
# No labels in foundation
tax_tracking:
basic_expense_tracking: true
alerts: []
dependencies:
requires: []
conflicts_with: ["standard", "comprehensive"]
note: "Foundation templates are mutually exclusive - choose only one"
metadata:
created: "2025-11-23"
version: "1.0.0"
author: "Agent Smith"
priority: 0 # Lowest priority - applied first
category_count: 20

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name: Single Person
layer: living
description: |
Managing finances independently without shared household expenses.
Adds simple rules for common single-person expense patterns.
Note: Categories are provided by Foundation template. This template adds
only rules to help categorize common single-person expenses.
categories: []
# No special categories needed - Foundation provides Housing, Utilities, Groceries, etc.
# Living templates add labels and rules, not categories.
rules:
- id: rent-payment
pattern: "rent|rental.*payment|real.*estate"
category: "Rent/Mortgage"
confidence: high
description: "Detect rent payments"
- id: electricity-bill
pattern: "electricity|power.*bill|energy.*australia"
category: "Electricity"
confidence: high
description: "Detect electricity bills"
- id: gas-bill
pattern: "gas.*bill|natural.*gas"
category: "Gas"
confidence: high
description: "Detect gas bills"
- id: water-bill
pattern: "water.*bill|water.*rates"
category: "Water"
confidence: high
description: "Detect water bills"
- id: internet-phone
pattern: "internet|telstra|optus|vodafone|phone.*bill|mobile"
category: "Internet & Phone"
confidence: high
description: "Detect internet and phone bills"
- id: groceries
pattern: "woolworths|coles|aldi|iga|grocery"
category: "Groceries"
confidence: high
description: "Detect grocery shopping"
tax_tracking: {}
alerts: []
labels: []
dependencies:
requires: []
conflicts_with: ["shared-joint", "shared-hybrid", "separated-parents", "sharehouse"]
metadata:
created: "2025-11-22"
version: "1.0.0"
author: "Agent Smith"
priority: 2

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name: Standard Foundation
layer: foundation
description: |
Balanced category structure with 1-2 levels of hierarchy.
Best for most people - detailed enough for insights, simple enough to maintain.
45 categories with logical groupings for common Australian expenses.
categories:
# ============================================================
# INCOME
# ============================================================
- name: "Income"
parent: null
description: "All income sources"
- name: "Income:Employment"
parent: "Income"
description: "Salary, wages, bonuses"
- name: "Income:Government Benefits"
parent: "Income"
description: "Centrelink, Family Tax Benefit, Child Support"
- name: "Income:Other"
parent: "Income"
description: "Gifts, refunds, miscellaneous income"
# ============================================================
# HOUSING
# ============================================================
- name: "Housing"
parent: null
description: "Home-related expenses"
- name: "Housing:Rent or Mortgage"
parent: "Housing"
description: "Rent payments or mortgage repayments"
- name: "Housing:Rates & Levies"
parent: "Housing"
description: "Council rates, water rates, strata levies"
- name: "Housing:Maintenance & Repairs"
parent: "Housing"
description: "Home repairs, maintenance, improvements"
- name: "Housing:Home Insurance"
parent: "Housing"
description: "Home and contents insurance"
# ============================================================
# UTILITIES
# ============================================================
- name: "Utilities"
parent: null
description: "Essential household services"
- name: "Utilities:Electricity"
parent: "Utilities"
description: "Electricity bills"
- name: "Utilities:Gas"
parent: "Utilities"
description: "Gas bills"
- name: "Utilities:Water"
parent: "Utilities"
description: "Water bills"
- name: "Utilities:Internet & Phone"
parent: "Utilities"
description: "Internet, mobile, landline"
# ============================================================
# FOOD & DINING
# ============================================================
- name: "Food & Dining"
parent: null
description: "Food and beverage expenses"
- name: "Food & Dining:Groceries"
parent: "Food & Dining"
description: "Supermarket, grocery shopping"
- name: "Food & Dining:Restaurants"
parent: "Food & Dining"
description: "Dining out, cafes"
- name: "Food & Dining:Takeaway & Delivery"
parent: "Food & Dining"
description: "Takeaway, food delivery services"
# ============================================================
# TRANSPORTATION
# ============================================================
- name: "Transportation"
parent: null
description: "Transport and vehicle expenses"
- name: "Transportation:Fuel"
parent: "Transportation"
description: "Petrol, diesel"
- name: "Transportation:Public Transport"
parent: "Transportation"
description: "Trains, buses, trams, ferries, Opal/Myki"
- name: "Transportation:Vehicle Maintenance"
parent: "Transportation"
description: "Repairs, servicing, tyres"
- name: "Transportation:Registration & Insurance"
parent: "Transportation"
description: "Rego, CTP, car insurance"
- name: "Transportation:Parking & Tolls"
parent: "Transportation"
description: "Parking fees, tolls, e-tags"
- name: "Transportation:Rideshare & Taxis"
parent: "Transportation"
description: "Uber, taxis, rideshare"
# ============================================================
# HEALTHCARE
# ============================================================
- name: "Healthcare"
parent: null
description: "Medical and health expenses"
- name: "Healthcare:Medical"
parent: "Healthcare"
description: "GP visits, specialists, Medicare gap"
- name: "Healthcare:Dental"
parent: "Healthcare"
description: "Dentist, orthodontist"
- name: "Healthcare:Pharmacy & Prescriptions"
parent: "Healthcare"
description: "Medications, pharmacy items, PBS"
- name: "Healthcare:Health Insurance"
parent: "Healthcare"
description: "Private health insurance premiums"
- name: "Healthcare:Other Health"
parent: "Healthcare"
description: "Physio, chiro, optical, allied health"
# ============================================================
# PERSONAL & LIFESTYLE
# ============================================================
- name: "Personal Care"
parent: null
description: "Personal grooming and care"
- name: "Personal Care:Hair & Beauty"
parent: "Personal Care"
description: "Haircuts, salons, beauty treatments"
- name: "Personal Care:Toiletries & Cosmetics"
parent: "Personal Care"
description: "Personal hygiene products, cosmetics"
- name: "Clothing & Footwear"
parent: null
description: "Clothes, shoes, accessories"
- name: "Entertainment & Recreation"
parent: null
description: "Entertainment, hobbies, recreation"
- name: "Entertainment & Recreation:Streaming & Subscriptions"
parent: "Entertainment & Recreation"
description: "Netflix, Spotify, Stan, gaming subscriptions"
- name: "Entertainment & Recreation:Hobbies & Activities"
parent: "Entertainment & Recreation"
description: "Sports, gym, clubs, hobbies"
- name: "Entertainment & Recreation:Events & Outings"
parent: "Entertainment & Recreation"
description: "Movies, concerts, sports events, activities"
# ============================================================
# EDUCATION & DEVELOPMENT
# ============================================================
- name: "Education"
parent: null
description: "Education expenses"
- name: "Education:School Fees & Costs"
parent: "Education"
description: "School fees, uniforms, excursions"
- name: "Education:Courses & Training"
parent: "Education"
description: "TAFE, uni, online courses, professional development"
- name: "Education:Books & Supplies"
parent: "Education"
description: "Textbooks, stationery, learning materials"
# ============================================================
# FINANCIAL
# ============================================================
- name: "Financial Services"
parent: null
description: "Banking, fees, and financial costs"
- name: "Financial Services:Bank Fees"
parent: "Financial Services"
description: "Account fees, ATM fees, transaction charges"
- name: "Financial Services:Interest & Charges"
parent: "Financial Services"
description: "Credit card interest, loan fees"
- name: "Insurance"
parent: null
description: "Insurance premiums (non-health, non-vehicle)"
- name: "Insurance:Life Insurance"
parent: "Insurance"
description: "Life, income protection, TPD"
- name: "Insurance:Other Insurance"
parent: "Insurance"
description: "Pet insurance, travel insurance, other"
# ============================================================
# DISCRETIONARY
# ============================================================
- name: "Shopping"
parent: null
description: "General retail and household items"
- name: "Shopping:Household Items"
parent: "Shopping"
description: "Furniture, appliances, homewares"
- name: "Shopping:General Retail"
parent: "Shopping"
description: "Department stores, online shopping, misc purchases"
- name: "Gifts & Donations"
parent: null
description: "Gifts and charitable giving"
- name: "Pets"
parent: null
description: "Pet food, vet, grooming, supplies"
# ============================================================
# TRAVEL
# ============================================================
- name: "Travel & Holidays"
parent: null
description: "Travel and holiday expenses"
- name: "Travel & Holidays:Accommodation"
parent: "Travel & Holidays"
description: "Hotels, Airbnb, holiday rentals"
- name: "Travel & Holidays:Flights & Transport"
parent: "Travel & Holidays"
description: "Airfares, car hire, transfers"
# ============================================================
# KIDS (if applicable)
# ============================================================
- name: "Kids & Family"
parent: null
description: "Child-related expenses"
- name: "Kids & Family:Childcare"
parent: "Kids & Family"
description: "Daycare, before/after school care, vacation care"
- name: "Kids & Family:Activities & Sports"
parent: "Kids & Family"
description: "Kids sports, music lessons, activities"
- name: "Kids & Family:Other Kid Expenses"
parent: "Kids & Family"
description: "Toys, birthday parties, kid-specific costs"
# ============================================================
# GOVERNMENT & ADMIN
# ============================================================
- name: "Government & Fees"
parent: null
description: "Government charges and official fees"
- name: "Government & Fees:Fines & Penalties"
parent: "Government & Fees"
description: "Traffic fines, parking fines, late fees"
- name: "Government & Fees:Licences & Registration"
parent: "Government & Fees"
description: "Driver licence, professional registrations"
# ============================================================
# OTHER
# ============================================================
- name: "Transfers & Adjustments"
parent: null
description: "Account transfers, savings, investments"
- name: "Uncategorised"
parent: null
description: "Transactions not yet categorised"
rules:
# ============================================================
# COMMON GROCERY STORES (Australia)
# ============================================================
- type: category
name: Woolworths → Groceries
patterns: [Woolworths, WOOLWORTHS]
category: Food & Dining > Groceries
confidence: 95
- type: category
name: Coles → Groceries
patterns: [Coles, COLES]
category: Food & Dining > Groceries
confidence: 95
- type: category
name: Aldi → Groceries
patterns: [Aldi, ALDI]
category: Food & Dining > Groceries
confidence: 95
- type: category
name: IGA → Groceries
patterns: [IGA]
category: Food & Dining > Groceries
confidence: 95
labels: []
tax_tracking:
basic_expense_tracking: true
alerts: []
dependencies:
requires: []
conflicts_with: ["minimal", "comprehensive"]
metadata:
created: "2025-11-23"
version: "1.0.0"
author: "Agent Smith"
priority: 0
category_count: 65
recommended: true

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{
"name": "Foundation: Personal Living",
"description": "Core personal expense categories for everyday living, aligned with ATO guidance",
"layer": "foundation",
"priority": 0,
"applies_to": ["all"],
"ato_aligned": true,
"categories": [
{
"name": "Income",
"parent": null,
"description": "All income sources",
"ato_section": "Income"
},
{
"name": "Salary/Wages",
"parent": "Income",
"description": "Employment income from salary or wages",
"ato_section": "Item 1"
},
{
"name": "Other Income",
"parent": "Income",
"description": "Income not covered by other categories",
"ato_section": "Item 24"
},
{
"name": "Interest Income",
"parent": "Income",
"description": "Interest from bank accounts and investments",
"ato_section": "Item 10"
},
{
"name": "Food & Dining",
"parent": null,
"description": "Food and meal expenses"
},
{
"name": "Groceries",
"parent": "Food & Dining",
"description": "Supermarket and grocery shopping"
},
{
"name": "Restaurants",
"parent": "Food & Dining",
"description": "Dining out at restaurants"
},
{
"name": "Cafes & Takeaway",
"parent": "Food & Dining",
"description": "Coffee shops and takeaway food"
},
{
"name": "Housing & Utilities",
"parent": null,
"description": "Housing costs and utilities"
},
{
"name": "Rent/Mortgage",
"parent": "Housing & Utilities",
"description": "Rent or mortgage payments"
},
{
"name": "Electricity",
"parent": "Housing & Utilities",
"description": "Electricity bills"
},
{
"name": "Gas",
"parent": "Housing & Utilities",
"description": "Gas bills"
},
{
"name": "Water",
"parent": "Housing & Utilities",
"description": "Water bills"
},
{
"name": "Internet & Phone",
"parent": "Housing & Utilities",
"description": "Internet and phone services"
},
{
"name": "Home Maintenance",
"parent": "Housing & Utilities",
"description": "Repairs and maintenance for your home"
},
{
"name": "Transportation",
"parent": null,
"description": "Transport and vehicle expenses"
},
{
"name": "Fuel",
"parent": "Transportation",
"description": "Petrol and diesel for personal vehicles"
},
{
"name": "Public Transport",
"parent": "Transportation",
"description": "Buses, trains, trams, ferries"
},
{
"name": "Vehicle Registration",
"parent": "Transportation",
"description": "Vehicle registration and CTP insurance"
},
{
"name": "Vehicle Maintenance",
"parent": "Transportation",
"description": "Car servicing and repairs"
},
{
"name": "Parking & Tolls",
"parent": "Transportation",
"description": "Parking fees and road tolls"
},
{
"name": "Healthcare & Insurance",
"parent": null,
"description": "Medical expenses and insurance"
},
{
"name": "Medical",
"parent": "Healthcare & Insurance",
"description": "Doctor visits and medical expenses"
},
{
"name": "Dental",
"parent": "Healthcare & Insurance",
"description": "Dental care expenses"
},
{
"name": "Pharmacy",
"parent": "Healthcare & Insurance",
"description": "Prescription and over-the-counter medications"
},
{
"name": "Health Insurance",
"parent": "Healthcare & Insurance",
"description": "Private health insurance premiums"
},
{
"name": "Life Insurance",
"parent": "Healthcare & Insurance",
"description": "Life and income protection insurance"
},
{
"name": "Personal & Lifestyle",
"parent": null,
"description": "Personal care and lifestyle expenses"
},
{
"name": "Clothing & Footwear",
"parent": "Personal & Lifestyle",
"description": "Clothing and shoes for personal use"
},
{
"name": "Personal Care",
"parent": "Personal & Lifestyle",
"description": "Haircuts, cosmetics, toiletries"
},
{
"name": "Entertainment & Recreation",
"parent": "Personal & Lifestyle",
"description": "Entertainment, hobbies, and recreation"
},
{
"name": "Fitness & Wellness",
"parent": "Personal & Lifestyle",
"description": "Gym memberships, fitness activities, wellness"
},
{
"name": "Gifts & Donations",
"parent": "Personal & Lifestyle",
"description": "Gifts and charitable donations (donations may be tax deductible)",
"ato_section": "D9"
},
{
"name": "Shopping",
"parent": null,
"description": "Online shopping and retail purchases"
},
{
"name": "Online Services",
"parent": "Shopping",
"description": "Online payment services and digital purchases"
},
{
"name": "Banking & Fees",
"parent": null,
"description": "Banking fees and charges"
},
{
"name": "Bank Fees",
"parent": "Banking & Fees",
"description": "Account keeping fees and transaction fees"
},
{
"name": "Interest Charges",
"parent": "Banking & Fees",
"description": "Interest on personal loans and credit cards"
},
{
"name": "Transfers",
"parent": "Banking & Fees",
"description": "Transfers between accounts"
}
],
"rules": [
{
"name": "groceries-supermarkets",
"payee_pattern": "woolworths|coles|aldi|iga|foodland|costco|harris farm|fruit market|drakes|supa.*iga|ritchies|foodworks|friendly grocer",
"category": "Groceries",
"confidence": 0.95
},
{
"name": "restaurants-dining",
"payee_pattern": "restaurant|bistro|steakhouse|italian|chinese|thai|indian|japanese|korean|vietnamese|cafe.*restaurant",
"category": "Restaurants",
"confidence": 0.90
},
{
"name": "cafes-coffee",
"payee_pattern": "cafe|coffee|starbucks|gloria jeans|mccafe|donut king|boost juice",
"category": "Cafes & Takeaway",
"confidence": 0.90
},
{
"name": "fast-food-takeaway",
"payee_pattern": "mcdonald|kfc|hungry jack|domino|pizza hut|subway|nando|red rooster|grill'd|guzman|schnitz",
"category": "Cafes & Takeaway",
"confidence": 0.95
},
{
"name": "fuel-petrol",
"payee_pattern": "shell|bp|caltex|ampol|7-eleven|united.*petrol|metro.*petrol|mobil|esso",
"category": "Fuel",
"confidence": 0.95
},
{
"name": "electricity-providers",
"payee_pattern": "agl|origin|energy australia|red energy|alinta|simply energy|powershop|momentum energy|click energy|sumo|dodo.*power|lumo|people.*energy|diamond.*energy",
"category": "Electricity",
"confidence": 0.95
},
{
"name": "gas-providers",
"payee_pattern": "agl.*gas|origin.*gas|energy australia.*gas|simply energy.*gas|sumo.*gas",
"category": "Gas",
"confidence": 0.90
},
{
"name": "water-providers",
"payee_pattern": "water.*corporation|sydney.*water|yarra.*valley.*water|sa.*water|icon.*water|unitywater|hunter.*water|city west.*water",
"category": "Water",
"confidence": 0.95
},
{
"name": "internet-telco",
"payee_pattern": "telstra|optus|vodafone|tpg|iinet|aussie.*broadband|dodo|belong|internode|southern.*phone|exetel|spintel|tangerine|superloop|mate.*communicate",
"category": "Internet & Phone",
"confidence": 0.95
},
{
"name": "public-transport",
"payee_pattern": "opal|myki|go card|translink|metro.*trains|bus.*service|citylink",
"category": "Public Transport",
"confidence": 0.95
},
{
"name": "parking-tolls",
"payee_pattern": "secure.*parking|wilson.*parking|toll|e-tag|linkt|citylink|eastlink|go via",
"category": "Parking & Tolls",
"confidence": 0.95
},
{
"name": "pharmacy-chemist",
"payee_pattern": "chemist|pharmacy|priceline|terry white|amcal|blooms|soul pattinson|discount.*drug",
"category": "Pharmacy",
"confidence": 0.95
},
{
"name": "health-insurance",
"payee_pattern": "bupa|medibank|hcf|nib|ahm|health.*fund|health.*insurance",
"category": "Health Insurance",
"confidence": 0.95
},
{
"name": "gym-fitness",
"payee_pattern": "gym|fitness|anytime.*fitness|goodlife|f45|jetts|snap.*fitness|crossfit|yoga|pilates",
"category": "Fitness & Wellness",
"confidence": 0.90
},
{
"name": "entertainment-streaming",
"payee_pattern": "netflix|spotify|disney|stan|amazon.*prime|apple.*music|youtube.*premium|paramount|binge",
"category": "Entertainment & Recreation",
"confidence": 0.95
},
{
"name": "entertainment-cinema",
"payee_pattern": "hoyts|event.*cinema|village.*cinema|reading.*cinema|movie.*ticket",
"category": "Entertainment & Recreation",
"confidence": 0.95
},
{
"name": "clothing-retail",
"payee_pattern": "myer|david jones|target|kmart|big w|uniqlo|h&m|zara|cotton on|rebel.*sport|nike|adidas",
"category": "Clothing & Footwear",
"confidence": 0.85
},
{
"name": "personal-care-services",
"payee_pattern": "hair.*salon|barber|hairdresser|beauty|nail.*salon|spa|massage",
"category": "Personal Care",
"confidence": 0.90
},
{
"name": "bank-fees",
"payee_pattern": "account.*fee|monthly.*fee|transaction.*fee|atm.*fee|overdraft.*fee|international.*transaction.*fee",
"category": "Bank Fees",
"confidence": 0.95
},
{
"name": "transfers-generic",
"payee_pattern": "transfer|bpay|osko",
"category": "Transfers",
"confidence": 0.80
},
{
"name": "paypal-generic",
"payee_pattern": "PAYPAL",
"category": "Online Services",
"confidence": 0.60,
"labels": ["$LABEL_GENERIC_PAYPAL"]
}
],
"labels": [],
"name": "Foundation: Personal Living",
"layer": "foundation",
"metadata": {
"version": "1.0.0",
"priority": 0,
"created": "2025-11-25",
"ato_alignment": "2024-25 tax year",
"recommended_for": ["new_users", "migration_users"]
}
}

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# Living Arrangement Templates
Choose ONE template that matches how you manage household finances.
## Available Templates
- `single.yaml` - Managing finances alone
- `shared-joint.yaml` - Partner/spouse, pooled income, joint accounts
- `shared-hybrid.yaml` - Some joint accounts, some separate
- `separated-parents.yaml` - Child support, shared custody expenses
- `sharehouse.yaml` - Splitting bills with roommates
## YAML Schema
Same structure as primary templates, with `layer: living`.

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name: Separated/Divorced Parents
layer: living
description: |
Managing finances with child support obligations and shared custody expenses.
Tracks child-related spending for tax and legal documentation.
categories: []
# No special categories needed - use standard expense categories
# Labels indicate child-related expenses and which parent paid
rules:
- id: child-support-payment
pattern: "child.*support|CSA.*payment|maintenance.*payment"
# No category override - transactions should be categorized as Transfer or similar
confidence: high
description: "Label child support payments"
labels: ["Child Support", "Child Support Paid"]
- id: child-support-received
pattern: "child.*support.*received|CSA.*deposit"
# No category override - transactions should be categorized as Transfer or Income
confidence: high
description: "Label child support receipts"
labels: ["Child Support", "Child Support Received"]
- id: kids-activities
pattern: "sport|swimming|dance|music.*lessons|scouts|karate"
# No category override - use standard Entertainment/Recreation category
confidence: medium
description: "Label children's activity expenses"
labels: ["Kids Expense"]
- id: kids-medical
pattern: "pediatric|child.*doctor|dentist.*kids|orthodontist|therapy.*child"
# No category override - use standard Medical/Health category
confidence: medium
description: "Label children's medical expenses"
labels: ["Kids Expense", "Medical"]
- id: kids-education
pattern: "school.*fees|uniform.*school|textbook|excursion|tuckshop"
# No category override - use standard Education category
confidence: high
description: "Label education-related expenses"
labels: ["Kids Expense", "Education"]
tax_tracking:
child_support_documentation: true
custody_expense_tracking: true
alerts:
- type: child_support_reconciliation
schedule: monthly
message: "Reconcile child support payments and custody expenses"
- type: ato_documentation_reminder
schedule: annual
before_date: "06-15"
message: "EOFY - compile child-related expenses for tax return"
labels:
- name: "Child Support"
description: "Child support payment or receipt"
color: "skyblue"
auto_apply: false
- name: "Custody Period"
description: "Expense during custody period"
color: "lightpurple"
auto_apply: false
- name: "Shared Child Expense"
description: "Child expense split with ex-partner"
color: "coral"
auto_apply: false
- name: "Contributor: {parent_a_name}"
description: "Paid by {parent_a_name}"
color: "orange"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for Parent A:"
- name: "Contributor: {parent_b_name}"
description: "Paid by {parent_b_name}"
color: "cyan"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for Parent B:"
- name: "Kids: {child_1_name}"
description: "Expense for {child_1_name}"
color: "pink"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for first child:"
- name: "Kids: {child_2_name}"
description: "Expense for {child_2_name}"
color: "lightgreen"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for second child:"
dependencies:
requires: []
conflicts_with: ["single", "shared-joint", "sharehouse"]
# Note: Can be combined with shared-hybrid for divorced parents now living with new partner
metadata:
created: "2025-11-22"
version: "1.0.0"
author: "Agent Smith"
priority: 2

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name: Shared Household - Hybrid Finances
layer: living
description: |
Living with partner/spouse with mix of joint and separate accounts.
Some expenses shared (bills, groceries), some kept separate (personal spending).
categories: []
# No special categories needed - use standard expense categories
# Account indicates if shared, labels indicate who paid
rules:
- id: shared-expense-labeling
pattern: ".*"
# No category override - use existing categorization
# Just apply labels based on account and contributor
confidence: high
split_percentage: 50
description: "Label shared expenses with contributor info"
labels: ["Shared Expense"]
tax_tracking:
expense_splitting_enabled: true
default_split_ratio: 0.5
alerts:
- type: split_expense_reconciliation
schedule: monthly
message: "Time to reconcile shared expenses with partner"
labels:
- name: "Shared Expense"
description: "Expense split with partner"
color: "purple"
auto_apply: false
- name: "Contributor: {partner_a_name}"
description: "Paid by {partner_a_name}"
color: "orange"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for Partner A:"
- name: "Contributor: {partner_b_name}"
description: "Paid by {partner_b_name}"
color: "cyan"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for Partner B:"
- name: "Personal: {partner_a_name}"
description: "{partner_a_name} personal spending"
color: "lightorange"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for Partner A:"
- name: "Personal: {partner_b_name}"
description: "{partner_b_name} personal spending"
color: "lightcyan"
auto_apply: false
requires_configuration: true
configuration_prompt: "Enter name for Partner B:"
dependencies:
requires: []
conflicts_with: ["single", "shared-joint", "sharehouse"]
# Note: Can be combined with separated-parents for new relationships after divorce
metadata:
created: "2025-11-22"
version: "1.0.0"
author: "Agent Smith"
priority: 2

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# Primary Income Templates
Choose ONE template that matches your main source of income.
## Available Templates
- `payg-employee.yaml` - Salary/wage earner
- `sole-trader.yaml` - ABN holder, contractor, quarterly BAS
- `small-business.yaml` - Business owner with employees
- `retiree.yaml` - Superannuation/pension income
- `student.yaml` - Minimal income, government payments, HECS
## YAML Schema
```yaml
name: Template Name
layer: primary
description: |
Multi-line description of this template.
categories:
- name: "Category Name"
parent: null # or "Parent Category Name"
description: "Category purpose"
rules:
- id: unique-rule-id
pattern: "regex pattern"
category: "Target Category"
confidence: high|medium|low
description: "What this rule does"
tax_tracking:
bas_enabled: true|false
gst_method: cash|accrual
# ... other tax config
alerts:
- type: alert_type
schedule: quarterly|monthly
message: "Alert message"
dependencies:
requires: []
conflicts_with: ["other-template-id"]
metadata:
created: "YYYY-MM-DD"
version: "1.0.0"
priority: 1
```

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name: PAYG Employee
layer: primary
description: |
Salary or wage earner with tax withheld by employer.
Suitable for standard employment situations with work-related expense deductions.
categories:
- name: "Salary/Wages"
parent: null
description: "Employment income from salary or wages"
- name: "PAYG Tax Withheld"
parent: null
description: "Tax withheld from salary by employer"
- name: "Work Expenses"
parent: null
description: "Work-related expenses that may be tax deductible"
- name: "Work Expenses:Uniforms"
parent: "Work Expenses"
description: "Uniforms, protective clothing, laundry"
- name: "Work Expenses:Tools & Equipment"
parent: "Work Expenses"
description: "Tools and equipment required for work"
- name: "Work Expenses:Vehicle"
parent: "Work Expenses"
description: "Vehicle expenses for work travel (excl. commuting)"
- name: "Work Expenses:Self-Education"
parent: "Work Expenses"
description: "Study directly related to current employment"
labels:
- name: "Tax Deductible"
description: "Work-related expense claimable on tax return"
color: "green"
auto_apply: false
- name: "Requires Receipt"
description: "Receipt required for ATO substantiation"
color: "yellow"
auto_apply: false
- name: "Work Expense"
description: "Work-related expense"
color: "purple"
auto_apply: true
rules:
- id: salary-payment
pattern: "salary|wage.*payment|payroll|fortnightly.*pay"
category: "Salary/Wages"
confidence: high
description: "Detect regular salary/wage payments"
- id: payg-tax
pattern: "PAYG.*tax|tax.*withheld|ATO.*payment"
category: "PAYG Tax Withheld"
confidence: high
description: "Detect PAYG tax withholding"
- id: uniform-expense
pattern: "uniform|workwear|protective.*clothing|laundry.*work"
category: "Work Expenses:Uniforms"
confidence: medium
description: "Detect uniform and protective clothing expenses"
labels: ["Tax Deductible", "Work Expense"]
- id: work-tools
pattern: "tools?|equipment|laptop.*work|computer.*work"
category: "Work Expenses:Tools & Equipment"
confidence: medium
description: "Detect work tool and equipment purchases"
labels: ["Tax Deductible", "Requires Receipt", "Work Expense"]
- id: work-vehicle
pattern: "fuel.*work|parking.*work|tolls.*work|uber.*work"
category: "Work Expenses:Vehicle"
confidence: low
description: "Detect work-related vehicle expenses (requires verification)"
labels: ["Tax Deductible", "Requires Receipt", "Work Expense"]
tax_tracking:
bas_enabled: false
payment_summary_reconciliation: true
work_expense_threshold: 300
logbook_required: false
alerts:
- type: work_expense_threshold
trigger: annual_total_exceeds
threshold: 300
category: "Work Expenses"
message: "Work expenses exceed $300 - ensure you have receipts for all claims"
- type: eofy_reminder
schedule: annual
before_date: "06-15"
message: "EOFY approaching - gather payment summary and work expense receipts"
dependencies:
requires: []
conflicts_with: ["sole-trader", "small-business"]
metadata:
created: "2025-11-22"
version: "1.0.0"
author: "Agent Smith"
priority: 1

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name: Sole Trader / Contractor
layer: primary
description: |
ABN holder running a business as a sole trader or independent contractor.
Includes quarterly BAS obligations and GST tracking.
categories:
- name: "Business Income"
parent: null
description: "Income from ABN-related business activities"
- name: "Business Expenses"
parent: null
description: "Tax-deductible business expenses"
- name: "Business Expenses:Office Supplies"
parent: "Business Expenses"
description: "Stationery, software, subscriptions"
- name: "Business Expenses:Travel"
parent: "Business Expenses"
description: "Business travel and accommodation"
- name: "Business Expenses:Home Office"
parent: "Business Expenses"
description: "Home office expenses (percentage allocation)"
- name: "Business Expenses:Professional Development"
parent: "Business Expenses"
description: "Training, courses, professional memberships"
- name: "Business Expenses:Marketing"
parent: "Business Expenses"
description: "Advertising, website, business cards"
- name: "GST Collected"
parent: "Business Income"
description: "GST component of business income"
- name: "GST Paid"
parent: "Business Expenses"
description: "GST component of business expenses"
labels:
- name: "Tax Deductible"
description: "Business expense claimable on tax return"
color: "green"
auto_apply: false
- name: "GST Applicable"
description: "Includes GST component for BAS"
color: "blue"
auto_apply: true
- name: "Business Use"
description: "Business-related expense or income"
color: "purple"
auto_apply: true
- name: "Home Office"
description: "Home office percentage claim"
color: "brown"
auto_apply: false
- name: "Input Tax Credit"
description: "Eligible for GST credit on BAS"
color: "darkblue"
auto_apply: false
rules:
- id: abn-payment-detection
pattern: "ABN.*payment|invoice.*paid|client.*payment|contractor.*payment"
category: "Business Income"
confidence: high
description: "Detect ABN payments from clients"
labels: ["Business Use", "GST Applicable"]
- id: home-office-percentage
pattern: "electricity|internet|rent|mortgage.*interest"
category: "Business Expenses:Home Office"
confidence: medium
percentage: 20
description: "Allocate home expenses to business use"
requires_user_confirmation: true
labels: ["Tax Deductible", "Business Use", "Home Office"]
- id: office-supplies
pattern: "officeworks|staples|adobe|microsoft.*365|canva|software"
category: "Business Expenses:Office Supplies"
confidence: high
description: "Detect office supply and software purchases"
labels: ["Tax Deductible", "Business Use", "GST Applicable"]
- id: professional-development
pattern: "course|training|conference|webinar|udemy|coursera|linkedin.*learning"
category: "Business Expenses:Professional Development"
confidence: medium
description: "Detect professional development expenses"
labels: ["Tax Deductible", "Business Use", "GST Applicable"]
- id: marketing-expense
pattern: "google.*ads|facebook.*ads|instagram.*ads|domain.*registration|web.*hosting|vistaprint"
category: "Business Expenses:Marketing"
confidence: high
description: "Detect marketing and advertising expenses"
labels: ["Tax Deductible", "Business Use", "GST Applicable"]
tax_tracking:
bas_enabled: true
bas_frequency: quarterly
gst_method: cash
instant_asset_writeoff: true
instant_asset_threshold: 20000
home_office_percentage: 20
alerts:
- type: quarterly_bas_reminder
schedule: quarterly
before_days: 14
message: "BAS due in 14 days - ensure all invoices and expenses are recorded"
- type: instant_asset_threshold
trigger: transaction_over_threshold
threshold: 20000
message: "Purchase over $20k - may require depreciation schedule instead of instant write-off"
- type: gst_registration_threshold
trigger: annual_income_exceeds
threshold: 75000
category: "Business Income"
message: "Business income approaching $75k - GST registration may be required"
dependencies:
requires: []
conflicts_with: ["payg-employee", "small-business"]
metadata:
created: "2025-11-22"
version: "1.0.0"
author: "Agent Smith"
priority: 1

View File

@@ -0,0 +1,110 @@
[tool.black]
line-length = 100
target-version = ['py310', 'py311', 'py312']
include = '\.pyi?$'
extend-exclude = '''
/(
# directories
\.eggs
| \.git
| \.hg
| \.mypy_cache
| \.tox
| \.venv
| build
| dist
)/
'''
[tool.mypy]
python_version = "3.10"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = true
disallow_incomplete_defs = true
check_untyped_defs = true
no_implicit_optional = true
warn_redundant_casts = true
warn_unused_ignores = true
warn_no_return = true
warn_unreachable = true
strict_equality = true
[[tool.mypy.overrides]]
module = "tests.*"
disallow_untyped_defs = false
[[tool.mypy.overrides]]
module = "claude_agent_sdk.*"
ignore_missing_imports = true
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]
addopts = "-v --strict-markers --tb=short"
markers = [
"unit: Unit tests",
"integration: Integration tests requiring API access",
"slow: Tests that take significant time"
]
[build-system]
requires = ["setuptools>=45", "wheel", "setuptools_scm[toml]>=6.2"]
build-backend = "setuptools.build_meta"
[project]
name = "agent-smith"
version = "1.4.1"
description = "Intelligent financial management skill for Claude Code with PocketSmith API integration"
readme = "README.md"
requires-python = ">=3.10"
license = {text = "MIT"}
authors = [
{name = "Your Name", email = "your.email@example.com"}
]
keywords = ["pocketsmith", "finance", "ai", "claude-code", "financial-management"]
classifiers = [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
]
dependencies = [
"requests>=2.31.0",
"python-dateutil>=2.8.2",
"python-dotenv>=1.0.0",
"pyyaml>=6.0.3",
"claude-agent-sdk>=0.1.0",
]
[project.optional-dependencies]
dev = [
"pytest>=7.4.0",
"pytest-cov>=4.1.0",
"black>=23.7.0",
"flake8>=6.1.0",
"mypy>=1.5.0",
"ipython>=8.14.0",
]
[project.urls]
Homepage = "https://github.com/slamb2k/agent-smith"
Repository = "https://github.com/slamb2k/agent-smith"
Issues = "https://github.com/slamb2k/agent-smith/issues"
[dependency-groups]
dev = [
"types-pyyaml>=6.0.12.20250915",
"types-python-dateutil>=2.9.0",
"types-requests>=2.32.0",
]
[tool.setuptools.packages.find]
where = ["."]
include = ["scripts*"]
exclude = ["tests*", "docs*", "build*", "ai_docs*", "data*", "logs*", "reports*", "backups*"]

View File

@@ -0,0 +1,13 @@
[pytest]
testpaths = tests
python_files = test_*.py
python_classes = Test*
python_functions = test_*
addopts =
-v
--strict-markers
--tb=short
markers =
unit: Unit tests
integration: Integration tests requiring API access
slow: Tests that take significant time

View File

@@ -0,0 +1,327 @@
# Lessons Learned from PocketSmith Migration
**Date:** 2025-11-23
**Source:** build/ directory reference materials (now archived)
This document captures key insights from a previous PocketSmith category migration project that informed Agent Smith's design.
---
## Table of Contents
1. [API Quirks and Workarounds](#api-quirks-and-workarounds)
2. [Category Hierarchy Best Practices](#category-hierarchy-best-practices)
3. [Transaction Categorization Patterns](#transaction-categorization-patterns)
4. [Merchant Name Normalization](#merchant-name-normalization)
5. [User Experience Lessons](#user-experience-lessons)
---
## API Quirks and Workarounds
### Category Rules API Limitations
**Issue:** PocketSmith API does not support updating or deleting category rules.
- GET `/categories/{id}/category_rules` works
- POST works (create only)
- PUT/PATCH/DELETE return 404 errors
**Impact:** Rules created via API cannot be modified programmatically.
**Agent Smith Solution:** Hybrid rule engine with local rules for complex logic, platform rules for simple keywords only.
### Transaction Migration 500 Errors
**Issue:** Bulk transaction updates sometimes fail with 500 Internal Server Errors.
**Root Cause:** Likely API rate limiting or server-side stability issues.
**Agent Smith Solution:**
- Implement rate limiting (0.1-0.5s delay between requests)
- Batch processing with progress tracking
- Retry logic with exponential backoff
- Always backup before bulk operations
### Special Characters in Category Names
**Issue:** Using "&" in category names causes 422 Unprocessable Entity errors.
**Workaround:** Replace "&" with "and" in all category names.
**Example:**
- ❌ "Takeaway & Food Delivery" → 422 error
- ✅ "Takeaway and Food Delivery" → Success
### Use PUT instead of PATCH
**Issue:** PATCH for transaction updates is unreliable in PocketSmith API.
**Solution:** Always use PUT for transaction updates.
```python
# ✅ Correct
response = requests.put(
f'https://api.pocketsmith.com/v2/transactions/{txn_id}',
headers=headers,
json={'category_id': category_id}
)
# ❌ Avoid (unreliable)
response = requests.patch(...)
```
---
## Category Hierarchy Best Practices
### Parent-Child Structure
**Recommendation:** Use 2-level hierarchy maximum.
- 12-15 parent categories for broad grouping
- 2-5 children per parent for specific tracking
- Avoid 3+ levels (PocketSmith UI gets cluttered)
**Example Structure:**
```
Food & Dining (parent)
├── Groceries
├── Restaurants
├── Takeaway and Food Delivery
└── Coffee Shops
```
### Duplicate Category Detection
**Problem:** Duplicate categories accumulate over time, causing confusion.
**Solution:** Before creating categories, check for existing matches:
1. Flatten nested category structure
2. Check both exact matches and case-insensitive matches
3. Check for variations (e.g., "Takeaway" vs "Takeaways")
**Agent Smith Implementation:** Category validation in health check system.
### Consolidation Strategy
**Insight:** Merging duplicate categories is risky:
- Requires migrating all associated transactions
- Transaction updates can fail (500 errors)
- Better to prevent duplicates than merge later
**Agent Smith Approach:** Template-based setup with validation prevents duplicates upfront.
---
## Transaction Categorization Patterns
### Pattern Matching Complexity
**Observation:** Transaction categorization evolved through multiple rounds:
- Round 1: Simple keyword matching (60% coverage)
- Round 2: Pattern matching with normalization (80% coverage)
- Round 3: User clarifications + edge cases (90% coverage)
- Round 4: Manual review of exceptions (95% coverage)
**Lesson:** Need both automated rules AND user override capability.
**Agent Smith Solution:** Tiered intelligence modes (Conservative/Smart/Aggressive) with confidence scoring.
### Confidence-Based Auto-Apply
**Insight:** Not all matches are equal:
- High confidence (95%+): Auto-apply safe (e.g., "WOOLWORTHS" → Groceries)
- Medium confidence (70-94%): Ask user (e.g., "LS DOLLI PL" → Coffee?)
- Low confidence (<70%): Always ask (e.g., "Purchase At Kac" → ???)
**Agent Smith Implementation:**
```python
if confidence >= 90: # Smart mode threshold
apply_automatically()
elif confidence >= 70:
ask_user_for_approval()
else:
skip_or_manual_review()
```
### Dry-Run Mode is Critical
**Lesson:** Always preview before bulk operations.
**Pattern from migration:**
```python
class BulkCategorizer:
def __init__(self, dry_run=True): # Default to dry-run!
self.dry_run = dry_run
def categorize_transactions(self):
if self.dry_run:
# Show what WOULD happen
return preview
else:
# Actually execute
return results
```
**Agent Smith Implementation:** All bulk operations support `--mode=dry_run` flag.
---
## Merchant Name Normalization
### Common Payee Patterns
**Observations from transaction data:**
1. **Location codes:** "WOOLWORTHS 1234" → "WOOLWORTHS"
2. **Legal suffixes:** "COLES PTY LTD" → "COLES"
3. **Country codes:** "UBER AU" → "UBER"
4. **Transaction codes:** "PURCHASE NSWxxx123" → "PURCHASE"
5. **Direct debit patterns:** "DIRECT DEBIT 12345" → "DIRECT DEBIT"
**Agent Smith Patterns:**
```python
LOCATION_CODE_PATTERN = r"\s+\d{4,}$"
SUFFIX_PATTERNS = [
r"\s+PTY\s+LTD$",
r"\s+LIMITED$",
r"\s+LTD$",
r"\s+AU$",
]
```
### Merchant Variation Grouping
**Problem:** Same merchant appears with multiple names:
- "woolworths"
- "WOOLWORTHS PTY LTD"
- "Woolworths 1234"
- "WOOLWORTHS SUPERMARKETS"
**Solution:** Learn canonical names from transaction history.
**Agent Smith Implementation:** `MerchantNormalizer.learn_from_transactions()` in scripts/utils/merchant_normalizer.py:101-130
---
## User Experience Lessons
### Backups are Non-Negotiable
**Critical Lesson:** ALWAYS backup before mutations.
**Migration practice:**
```python
def categorize_transactions(self):
# Step 1: Always backup first
self.backup_transactions()
# Step 2: Then execute
self.apply_changes()
```
**Agent Smith Policy:** Automatic backups before all mutation operations, tracked in backups/ directory.
### Progress Visibility Matters
**Problem:** Long-running operations feel broken without progress indicators.
**Solution:** Show progress every N iterations:
```python
for i, txn in enumerate(transactions, 1):
# Process transaction
if i % 100 == 0:
print(f"Progress: {i}/{total} ({i/total*100:.1f}%)")
```
**Agent Smith Implementation:** All batch operations show real-time progress.
### Manual Cleanup is Inevitable
**Reality Check:** Even after 5+ rounds of automated categorization, ~5% of transactions needed manual review.
**Reasons:**
- Genuinely ambiguous merchants ("Purchase At Kac" = gambling)
- One-off transactions (unique payees)
- Data quality issues (missing/incorrect payee names)
**Agent Smith Approach:** Make manual review easy with health check reports showing uncategorized transactions.
### Weekly Review Habit
**Post-migration recommendation:** Review recent transactions weekly for first month.
**Why:** Helps catch:
- Miscategorized transactions
- New merchants needing rules
- Changes in spending patterns
**Agent Smith Feature:** Smart alerts with weekly budget reviews (Phase 7).
---
## Implementation Timelines
### Migration Timeline (Reality vs Plan)
**Planned:** 35 minutes total
**Actual:** 3+ hours over multiple days
**Breakdown:**
- Category structure migration: 10 minutes (as planned)
- Rule recreation: 20 minutes (10 minutes planned - API limitations doubled time)
- Transaction categorization Round 1: 30 minutes
- Transaction categorization Round 2: 45 minutes
- Transaction categorization Round 3: 60 minutes
- Manual cleanup and verification: 90 minutes
**Lesson:** Budget 3-5x estimated time for data migration projects.
**Agent Smith Design:** Incremental onboarding (30-60 minutes initial setup, ongoing refinement).
---
## Key Takeaways for Agent Smith
### What We Built Better
1. **Hybrid Rule Engine:** Local + Platform rules overcome API limitations
2. **Confidence Scoring:** Tiered auto-apply based on pattern strength
3. **Merchant Intelligence:** Learned normalization from transaction history
4. **Health Checks:** Proactive detection of category/rule issues
5. **Template System:** Pre-built rule sets prevent common mistakes
### What We Avoided
1. **Manual rule migration** - Templates and import/export instead
2. **Duplicate categories** - Validation and health checks
3. **Bulk update failures** - Rate limiting, retry logic, batching
4. **Lost context** - Comprehensive backups with metadata
5. **User fatigue** - Incremental categorization, not all-at-once
### Core Principles
**Backup before mutations**
**Dry-run before execute**
**Progress visibility**
**Confidence-based automation**
**User choice over forced automation**
**Learn from transaction history**
**Graceful degradation** (LLM fallback when rules don't match)
---
## Reference
**Original Materials:** Archived from `build/` directory (removed 2025-11-23)
**Full backup available at:** `../budget-smith-backup-20251120_093733/`
**See Also:**
- [Agent Smith Design](2025-11-20-agent-smith-design.md) - Complete system design
- [Unified Rules Guide](../guides/unified-rules-guide.md) - Rule engine documentation
- [Health Check Guide](../guides/health-check-guide.md) - Health scoring system
---
**Last Updated:** 2025-11-23

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# Agent Smith Health Check Guide
## Introduction
The Agent Smith health check system provides a comprehensive assessment of your PocketSmith financial setup. It analyzes six key dimensions of your financial data management, identifies issues, and provides prioritized recommendations for improvement.
**Why use health checks?**
- **Proactive Issue Detection**: Catch problems before they affect your financial tracking
- **Continuous Improvement**: Track your setup quality over time with actionable metrics
- **Tax Readiness**: Ensure your categorization and data quality meet compliance requirements
- **Optimization Guidance**: Get specific recommendations to improve automation and accuracy
---
## The Six Health Dimensions
Agent Smith evaluates your PocketSmith setup across six weighted dimensions:
### 1. Data Quality (25% weight)
The foundation of accurate financial tracking. This dimension measures:
| Metric | Description | Target |
|--------|-------------|--------|
| Uncategorized Rate | Percentage of transactions without categories | < 5% |
| Duplicate Detection | Potential duplicate transactions identified | 0 |
| Data Gaps | Missing transaction periods | None |
| Description Quality | Transactions with meaningful descriptions | > 90% |
**Why it matters**: Poor data quality cascades into inaccurate reports, missed deductions, and unreliable budgets.
### 2. Category Structure (20% weight)
How well your category hierarchy is organized:
| Metric | Description | Target |
|--------|-------------|--------|
| Category Depth | Optimal nesting (2-4 levels) | Balanced |
| Unused Categories | Categories with no transactions | < 10% |
| Unclassified Amounts | Money in catch-all categories | < 3% |
| Category Distribution | Even spread across categories | No outliers |
**Why it matters**: A well-structured category system makes analysis meaningful and tax preparation straightforward.
### 3. Rule Engine (15% weight)
Effectiveness of your categorization rules:
| Metric | Description | Target |
|--------|-------------|--------|
| Rule Coverage | Transactions matched by rules | > 80% |
| Rule Efficiency | Rules that actively match transactions | > 70% |
| Conflict Detection | Rules with overlapping patterns | 0 |
| Pattern Quality | Specificity of rule patterns | High |
**Why it matters**: Strong rules reduce manual categorization work and ensure consistency.
### 4. Tax Readiness (15% weight)
Preparedness for tax reporting and compliance:
| Metric | Description | Target |
|--------|-------------|--------|
| Tax Category Coverage | Deductible expenses properly categorized | > 95% |
| Business/Personal Split | Clear separation where required | Complete |
| Receipt Documentation | Transactions over $82.50 with receipts | 100% |
| GST Tracking | GST amounts recorded where applicable | Complete |
**Why it matters**: Poor tax categorization means missed deductions and compliance risks.
### 5. Automation (10% weight)
Level of automated financial management:
| Metric | Description | Target |
|--------|-------------|--------|
| Savings Automation | Automated transfers to savings | Active |
| Bill Scheduling | Recurring bills tracked | > 90% |
| Account Sync Freshness | Time since last sync | < 24 hours |
| Auto-categorization Rate | Transactions auto-categorized | > 85% |
**Why it matters**: Automation reduces manual effort and prevents missed payments.
### 6. Budget Alignment (15% weight)
How well actual spending matches budgets:
| Metric | Description | Target |
|--------|-------------|--------|
| Budget Variance | Difference from planned amounts | < 10% |
| Overspending Categories | Categories over budget | < 20% |
| Budget Coverage | Expenses covered by budgets | > 80% |
| Forecast Accuracy | Predicted vs actual spending | > 85% |
**Why it matters**: Budget alignment indicates financial discipline and planning accuracy.
---
## How to Run Health Checks
### Using the Slash Command
Run a health check using the Agent Smith command:
```
/agent-smith-health
```
### Command Options
| Option | Description | Example |
|--------|-------------|---------|
| `full` | Complete analysis of all dimensions | `/agent-smith-health full` |
| `quick` | Fast check of critical metrics only | `/agent-smith-health quick` |
| `dimension` | Check specific dimension | `/agent-smith-health data-quality` |
| `compare` | Compare to previous check | `/agent-smith-health compare` |
### What Happens During a Health Check
1. **Data Collection**: Agent Smith queries your PocketSmith account
2. **Analysis**: Each dimension is evaluated against benchmarks
3. **Scoring**: Individual and overall scores are calculated
4. **Recommendations**: Prioritized action items are generated
5. **Report**: Results are displayed and optionally saved
---
## Interpreting Scores
### Score Ranges
| Range | Rating | Meaning |
|-------|--------|---------|
| 90-100 | Excellent | Your setup is optimized and well-maintained |
| 70-89 | Good | Solid foundation with minor improvements possible |
| 50-69 | Needs Attention | Several areas require improvement |
| 0-49 | Critical | Significant issues affecting financial tracking |
### Status Indicators
Throughout health check results, you will see these status indicators:
| Indicator | Meaning |
|-----------|---------|
| `[PASS]` | Metric meets or exceeds target |
| `[WARN]` | Metric is below target but not critical |
| `[FAIL]` | Metric requires immediate attention |
### Dimension Breakdown
Each dimension shows:
- **Score**: 0-100 for that dimension
- **Weight**: How much it contributes to overall score
- **Contribution**: Weighted points added to total
- **Status**: Overall health of that dimension
---
## Understanding Recommendations
Health checks generate prioritized recommendations to improve your score.
### Priority Levels
| Priority | Description | Action Timeframe |
|----------|-------------|------------------|
| **Critical** | Issues affecting data integrity or compliance | Immediate (today) |
| **High** | Significant impact on accuracy or efficiency | This week |
| **Medium** | Improvements for better organization | This month |
| **Low** | Nice-to-have optimizations | When convenient |
### Effort Estimates
Each recommendation includes an effort estimate:
| Effort | Typical Time | Examples |
|--------|--------------|----------|
| **Quick Win** | < 15 minutes | Enable a setting, create one rule |
| **Moderate** | 15-60 minutes | Reorganize categories, review duplicates |
| **Significant** | 1-4 hours | Major category restructure, bulk updates |
### Acting on Recommendations
Recommendations follow this format:
```
[PRIORITY] Recommendation Title
Issue: What the problem is
Impact: Why it matters
Action: Specific steps to fix it
Effort: Time estimate
```
**Best practice**: Start with critical/quick-win items for maximum impact with minimum effort.
---
## Automated Monitoring
### Weekly Health Checks
Agent Smith can run automated weekly health checks:
- **Schedule**: Every Sunday at midnight (configurable)
- **Storage**: Results saved to `data/health/weekly/`
- **Comparison**: Automatic comparison to previous week
### Score Drop Alerts
Get notified when your health score changes significantly:
| Alert Type | Trigger | Priority |
|------------|---------|----------|
| Critical Drop | Score falls below 50 | High |
| Significant Drop | Score drops > 15 points | Medium |
| Dimension Alert | Any dimension falls to Critical | High |
| Improvement | Score increases > 10 points | Info |
### Configuring Alerts
Set alert preferences in your environment or config:
```bash
# .env
HEALTH_CHECK_ALERTS=true
HEALTH_CHECK_THRESHOLD=15
```
Or in `data/config.json`:
```json
{
"healthCheck": {
"weeklyEnabled": true,
"alertOnDrop": true,
"dropThreshold": 15,
"notificationMethod": "summary"
}
}
```
---
## Example Output
Here is a sample health check result:
```
================================================================================
AGENT SMITH HEALTH CHECK
2025-01-15 09:30 AM
================================================================================
OVERALL SCORE: 74/100 [GOOD]
--------------------------------------------------------------------------------
DIMENSION BREAKDOWN
--------------------------------------------------------------------------------
Data Quality [################----] 80/100 (25%) = 20.0 pts
Category Structure [###############-----] 75/100 (20%) = 15.0 pts
Rule Engine [############--------] 60/100 (15%) = 9.0 pts [WARN]
Tax Readiness [################----] 82/100 (15%) = 12.3 pts
Automation [##############------] 70/100 (10%) = 7.0 pts
Budget Alignment [##############------] 72/100 (15%) = 10.8 pts
--------------------------------------------------------------------------------
KEY METRICS
--------------------------------------------------------------------------------
[PASS] Uncategorized transactions: 3.2% (target: <5%)
[PASS] Duplicate transactions: 0 found
[WARN] Rule coverage: 68% (target: >80%)
[PASS] Tax categories mapped: 94%
[WARN] Budget variance: 12% (target: <10%)
--------------------------------------------------------------------------------
RECOMMENDATIONS (5)
--------------------------------------------------------------------------------
[CRITICAL] Quick Win
Create rules for top 10 uncategorized merchants
Issue: 15 merchants account for 60% of uncategorized transactions
Impact: Could improve rule coverage by 12%
Action: Run `/agent-smith-categorize analyze` to generate rules
Effort: 15 minutes
[HIGH] Moderate
Review category "Other Expenses"
Issue: $2,340 in catch-all category this month
Impact: Affects reporting accuracy and tax deduction tracking
Action: Recategorize transactions or create more specific categories
Effort: 30 minutes
[MEDIUM] Quick Win
Enable automatic account sync
Issue: Manual sync causing 2-3 day delays
Impact: Budgets and forecasts using stale data
Action: Enable daily sync in PocketSmith settings
Effort: 5 minutes
[MEDIUM] Moderate
Reduce budget variance in "Dining Out"
Issue: Consistently 25% over budget
Impact: Unrealistic budget affecting financial planning
Action: Adjust budget or implement spending alerts
Effort: 15 minutes
[LOW] Quick Win
Archive unused categories
Issue: 8 categories with no transactions in 6+ months
Impact: Clutters category picker, minor UX issue
Action: Review and archive or delete unused categories
Effort: 10 minutes
--------------------------------------------------------------------------------
TREND (Last 4 Weeks)
--------------------------------------------------------------------------------
Week 1: 68 ████████████████░░░░
Week 2: 71 █████████████████░░░ (+3)
Week 3: 72 █████████████████░░░ (+1)
Week 4: 74 ██████████████████░░ (+2) <- Current
Trend: Improving (+6 over 4 weeks)
================================================================================
Next scheduled check: 2025-01-22 00:00
Run `/agent-smith-health compare` to see detailed changes
================================================================================
```
---
## Troubleshooting
### Common Issues
#### "Unable to connect to PocketSmith"
**Cause**: API key missing or invalid
**Solution**:
1. Check `.env` file contains `POCKETSMITH_API_KEY`
2. Verify the key is valid at PocketSmith Developer Settings
3. Ensure no extra whitespace around the key
#### "Health check taking too long"
**Cause**: Large transaction history or slow API response
**Solution**:
1. Use `/agent-smith-health quick` for faster results
2. Check your internet connection
3. Try again during off-peak hours
#### "Scores seem inaccurate"
**Cause**: Stale cached data or sync issues
**Solution**:
1. Force sync your PocketSmith accounts
2. Clear Agent Smith cache: check `data/cache/`
3. Run a full health check: `/agent-smith-health full`
#### "Recommendations don't apply to my situation"
**Cause**: Generic recommendations may not fit all users
**Solution**:
1. Adjust targets in `data/config.json`
2. Use `/agent-smith configure` to set your preferences
3. Dismiss inapplicable recommendations
#### "Missing dimension scores"
**Cause**: Insufficient data for analysis
**Solution**:
1. Ensure you have at least 30 days of transaction history
2. Verify all accounts are synced
3. Check that categories are set up in PocketSmith
### Getting Help
If issues persist:
1. Check `data/logs/` for error details
2. Run `/agent-smith-health --debug` for verbose output
3. Review the design documentation at `docs/design/`
---
## Quick Reference
| Task | Command |
|------|---------|
| Run full health check | `/agent-smith-health` |
| Quick check | `/agent-smith-health quick` |
| Check specific dimension | `/agent-smith-health data-quality` |
| Compare to last check | `/agent-smith-health compare` |
| View trends | `/agent-smith-health trends` |
| Configure alerts | `/agent-smith configure alerts` |
---
*For more information, see the complete [Agent Smith Design Document](../design/2025-11-20-agent-smith-design.md).*

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# Agent Smith Onboarding Guide
Welcome to Agent Smith! This guide walks you through your first-time setup and helps you get the most out of your PocketSmith integration.
## Before You Begin
**Prerequisites:**
1. ✅ Agent Smith installed (see [INSTALL.md](../../INSTALL.md))
2. ✅ PocketSmith account with API access
3. ✅ API key configured in `.env` file
4. ✅ Python 3.9+ and `uv` installed
**Time Required:** 30-60 minutes (depending on transaction volume)
---
## The Onboarding Journey
Agent Smith's onboarding is an 8-stage interactive process that:
- Discovers your PocketSmith account structure
- Recommends and customizes rule templates
- Incrementally categorizes your transactions
- Shows measurable improvement with health scores
### Quick Start
```bash
# Launch the onboarding wizard
/agent-smith-onboard
```
Claude will guide you through each stage interactively.
---
## Stage 1: Prerequisites Check
**What happens:**
- Verifies Agent Smith installation
- Checks API key configuration
- Tests PocketSmith connection
**If something is missing:**
- Follow the prompts to complete installation
- Refer to [INSTALL.md](../../INSTALL.md) for detailed setup
**Time:** 2 minutes
---
## Stage 2: Discovery
**What happens:**
- Analyzes your PocketSmith account structure
- Counts accounts, categories, and transactions
- Identifies uncategorized transactions
- Calculates baseline health score
**What you'll see:**
```
✓ Connected as: your@email.com
✓ Accounts: 3 (Checking, Savings, Credit Card)
✓ Categories: 47
✓ Transactions: 2,387
✓ Uncategorized: 1,245 (52%)
✓ Date Range: Jan 2023 - Nov 2025
✓ Baseline Health Score: 45/100 (Critical)
✓ Recommended Template: shared-household
```
**Time:** 5-10 minutes (depends on data volume)
---
## Stage 3: Template Selection
**What happens:**
- Shows 4 template options
- Recommends best fit based on discovery
- Applies selected template to `data/rules.yaml`
**Templates:**
| Template | Best For | Includes |
|----------|----------|----------|
| **Simple** | Single person, basic tracking | Common categories, essential rules |
| **Separated Families** | Child support, shared custody | Kids expenses, contributor tracking |
| **Shared Household** | Couples, roommates | Shared expense tracking, approval workflows |
| **Advanced** | Business owners, investors | Tax optimization, investment tracking, CGT |
**What you'll do:**
- Review the recommendation
- Choose a template (or browse all)
- Confirm application
**Time:** 3-5 minutes
---
## Stage 4: Template Customization
**What happens:**
- Guides you to customize the template for your needs
**Customizations needed:**
1. **Account Mapping**
- Template uses generic names like "Shared Bills", "Personal"
- Update to match your actual account names
2. **Category Validation**
- Check if template categories exist in PocketSmith
- Create missing categories or map to existing ones
3. **Merchant Localization**
- Template has Australian merchants (WOOLWORTHS, COLES)
- Update for your region (SAFEWAY, KROGER, etc.)
**How to customize:**
- Edit `data/rules.yaml` manually (for now)
- Future versions will have interactive customization tool
**Example:**
```yaml
# Before (template)
- type: category
patterns: [WOOLWORTHS, COLES]
category: Food & Dining > Groceries
# After (customized for US)
- type: category
patterns: [SAFEWAY, KROGER, WHOLE FOODS]
category: Food & Dining > Groceries
```
**Time:** 10-20 minutes
---
## Stage 5: Intelligence Mode Selection
**What happens:**
- Configure AI categorization behavior
- Set tax intelligence level
**Categorization Mode:**
| Mode | Auto-Apply Threshold | Best For |
|------|---------------------|----------|
| Conservative | 100% (manual approval all) | First-time setup, learning |
| **Smart** (default) | ≥90% confidence | Most users, balanced |
| Aggressive | ≥80% confidence | High volume, trust AI |
**Tax Intelligence Level:**
| Level | Capabilities | Best For |
|-------|-------------|----------|
| Reference | ATO category mapping, basic reports | Users with accountants |
| **Smart** (default) | Deduction detection, thresholds | Most taxpayers |
| Full | BAS prep, compliance checks | Business owners, power users |
**Time:** 2 minutes
---
## Stage 6: Incremental Categorization
**What happens:**
- Categorize transactions in manageable batches
- Start recent, expand to historical
**Recommended Strategy:**
1. **Current Month** (test rules on small dataset)
```bash
uv run python scripts/operations/batch_categorize.py --mode=dry_run --period=2025-11
uv run python scripts/operations/batch_categorize.py --mode=apply --period=2025-11
```
2. **Last 3 Months** (validate at scale)
```bash
uv run python scripts/operations/batch_categorize.py --mode=apply --period=2025-09:2025-11
```
3. **Full Backfill** (complete the archive)
```bash
uv run python scripts/operations/batch_categorize.py --mode=apply --period=2023-01:2025-11
```
**After Each Batch:**
- Review results (matched, auto-applied, needs review)
- Approve medium-confidence suggestions
- Agent Smith learns new rules from your corrections
**Time:** 20-60 minutes (depends on volume and mode)
---
## Stage 7: Health Check & Progress
**What happens:**
- Run post-categorization health check
- Show before/after improvement
- Identify remaining priorities
**What you'll see:**
```
═══════════════════════════════════════════════
AGENT SMITH HEALTH CHECK - PROGRESS REPORT
═══════════════════════════════════════════════
Baseline (before): 45/100 (Critical)
Current: 78/100 (Good) ⬆ +33 points
Improvements:
• Data Quality: 42 → 88 (+46) ✅
• Rule Engine: 15 → 72 (+57) ✅
• Category Structure: 58 → 81 (+23) ✅
Remaining priorities:
1. Review tax category mappings
2. Add 3 more rules for recurring merchants
3. Create budgets for top 5 categories
```
**Time:** 5 minutes
---
## Stage 8: Ongoing Usage
**What happens:**
- Receive guidance on regular Agent Smith usage
- Get quick reference for common operations
**Daily/Weekly:**
```bash
/agent-smith-categorize --mode=smart --period=2025-11
```
**Monthly:**
```bash
/agent-smith-analyze spending --period=2025-11
/agent-smith-health --quick
```
**Quarterly:**
```bash
/agent-smith-tax deductions --period=2024-25
```
**Annual (EOFY):**
```bash
/agent-smith-tax eofy
```
**Time:** 2 minutes
---
## Troubleshooting
### Onboarding Interrupted
If onboarding is interrupted, your progress is saved in `data/onboarding_state.json`.
**Resume:**
```bash
/agent-smith-onboard
```
Claude will detect saved state and offer to resume from where you left off.
**Start Over:**
```bash
uv run python -c "from scripts.onboarding.state import OnboardingState; OnboardingState().reset()"
/agent-smith-onboard
```
### Discovery Fails
**Problem:** "Error during discovery: ..."
**Solutions:**
- Check `.env` has valid `POCKETSMITH_API_KEY`
- Verify PocketSmith account has API access enabled
- Check internet connection to api.pocketsmith.com
### Template Customization Unclear
**Problem:** Not sure how to customize `data/rules.yaml`
**Solutions:**
- Review [Unified Rules Guide](unified-rules-guide.md) for YAML syntax
- Check [Example Files](../examples/) for patterns
- Start with dry-run to test rules before applying
### Categorization Too Slow
**Problem:** Batch categorization taking too long
**Solutions:**
- Use smaller date ranges (1 month at a time)
- Switch to "Aggressive" mode for faster auto-apply
- Run in background with progress monitoring
---
## Next Steps
After completing onboarding:
1. **Set Up Alerts**
- Weekly budget reviews
- Monthly trend analysis
- Tax deadline reminders
2. **Create Budgets**
- Use health check recommendations
- Focus on top spending categories
- Track vs. budget monthly
3. **Optimize Rules**
- Review rule performance metrics
- Add rules for recurring merchants
- Refine confidence scores
4. **Explore Advanced Features**
- Scenario analysis
- Tax optimization
- Investment tracking
---
## Getting Help
- **Documentation:** [docs/](../INDEX.md)
- **API Reference:** [ai_docs/pocketsmith-api-documentation.md](../../ai_docs/pocketsmith-api-documentation.md)
- **Health Check Guide:** [health-check-guide.md](health-check-guide.md)
- **GitHub Issues:** [github.com/slamb2k/agent-smith/issues](https://github.com/slamb2k/agent-smith/issues)
---
**Welcome to Agent Smith! Let's transform your PocketSmith into an intelligent financial system.**

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# PocketSmith API Documentation (Offline Reference)
**API Version:** v2.0
**Base URL:** `https://api.pocketsmith.com/v2`
**Documentation Source:** https://developers.pocketsmith.com/
**Last Updated:** 2025-11-16
---
## Table of Contents
1. [Introduction](#introduction)
2. [Authentication](#authentication)
- [Developer Keys](#developer-keys-personal-tools)
- [OAuth 2.0](#oauth-20-multi-user-apps)
3. [API Reference](#api-reference)
- [Users](#users)
- [Institutions](#institutions)
- [Accounts](#accounts)
- [Transaction Accounts](#transaction-accounts)
- [Transactions](#transactions)
- [Categories](#categories)
- [Budgeting](#budgeting)
- [Supporting Resources](#supporting-resources)
4. [Common Topics](#common-topics)
- [Pagination](#pagination)
- [Error Handling](#error-handling)
5. [Changelog](#changelog)
6. [Support](#support)
---
## Introduction
The PocketSmith API is freely available to all developers without restrictions. The platform welcomes developers to build tools and integrations using their services.
**Developer Hub:** https://developers.pocketsmith.com/
---
## Authentication
PocketSmith provides two authentication methods depending on your use case.
### Developer Keys (Personal Tools)
For building personal tools like dashboard widgets or transaction importers, use developer keys.
**Configuration:**
- Manage keys in: Settings > Security within your PocketSmith account
- **Header:** `X-Developer-Key`
- **Access:** Persistent API access to your own account
**Example Request:**
```bash
curl --header "X-Developer-Key: YOUR_KEY_HERE" \
https://api.pocketsmith.com/v2/me
```
**Supported Languages:**
- Shell (curl)
- Node.js
- JavaScript
- PHP
- Python
### OAuth 2.0 (Multi-User Apps)
To create applications that other PocketSmith users can access, you'll need to use OAuth 2.0.
**Setup Process:**
1. **Register your application** by contacting the team at [email protected]
2. **Provide details** about yourself and your planned integration
3. **Receive credentials:** `client_id` and `client_secret` upon approval
4. **Implement authentication** using the OAuth integration guide
**OAuth Flow:**
- Standard OAuth 2.0 authorization code flow
- Detailed integration instructions available in the OAuth documentation section
---
## API Reference
The PocketSmith API v2.0 is organized around the following resource categories:
### Users
**Endpoints:**
- Get authorised user
- Get user by ID
- Update user information
**Example - Get the Authorised User:**
```
GET https://api.pocketsmith.com/v2/me
```
**Purpose:** Gets the user that corresponds to the access token used in the request.
**Authentication Required:** Yes (Header-based credentials)
---
### Institutions
Manage financial institutions connected to user accounts.
**Operations:**
- Create institution
- Read institution details
- Update institution information
- Delete institution
- List all institutions within a user account
---
### Accounts
Complete account management functionality.
**Operations:**
- Get account details
- Update account information
- Delete account
- Create new account
- Manage account ordering within users
- List accounts by institution
---
### Transaction Accounts
Transaction accounts are the specific accounts where transactions are recorded.
**Operations:**
- Get transaction account details
- Update transaction account
- List transaction accounts by user
---
### Transactions
Complete transaction lifecycle management with multi-context querying.
**Query Contexts:**
- By user
- By account
- By category
- By transaction account
**Operations:**
- Create transactions within transaction accounts
- Read transaction details
- Update transactions
- Delete transactions
- Query and filter transactions
---
### Categories
Manage and organize transaction categories.
**Operations:**
- Category management and organization
- List user-specific categories
- Create category rules
- Update categories
- Delete categories
---
### Budgeting
Budget management and analysis features.
**Features:**
- Budget retrieval and summaries
- Trend analysis
- Forecast cache management
---
### Supporting Resources
Additional resources for comprehensive financial data management:
- **Events** - Manage financial events
- **Attachments** - Attach files to transactions
- **Labels** - Label and tag transactions
- **Saved Searches** - Save frequently used search queries
- **Currencies** - Handle multi-currency support
- **Time Zones** - Manage timezone settings
---
## Common Topics
### Pagination
The API uses pagination for endpoints that return multiple records.
**Implementation Details:**
- Refer to the pagination documentation section for page size limits and navigation
- Response headers typically include pagination metadata
### Error Handling
The API returns standard HTTP status codes.
**Common Status Codes:**
- `200 OK` - Successful request
- `400 Bad Request` - Invalid request parameters
- `401 Unauthorized` - Authentication failure
- `403 Forbidden` - Insufficient permissions
- `404 Not Found` - Resource not found
- `500 Internal Server Error` - Server error
**Error Response Format:**
Detailed error handling documentation available at: https://developers.pocketsmith.com/docs
---
## Changelog
### v2.0 - Welcome to the new PocketSmith developer hub
**Posted:** Almost 7 years ago by Regan McEntyre
The development team announced an updated documentation portal: "We've given our developer documentation a bit of a spruce up. Come on in and check it out, and let us know what you think!"
**Current Status:**
- API Version 2.0 is the current stable version
- Interactive API documentation powered by OpenAPI 3 specification
---
## Support
**Contact the Development Team:**
- **Email:** [email protected]
**Resources:**
- **Interactive API Reference:** https://developers.pocketsmith.com/reference
- **Complete Guides:** https://developers.pocketsmith.com/docs
- **Changelog:** https://developers.pocketsmith.com/changelog
---
## Quick Start Guide
1. **For Personal Tools:**
```bash
# Get your developer key from Settings > Security
curl --header "X-Developer-Key: YOUR_KEY_HERE" \
https://api.pocketsmith.com/v2/me
```
2. **For Multi-User Applications:**
- Email [email protected] to register your app
- Implement OAuth 2.0 flow once approved
3. **Explore the API:**
- Start with the `/me` endpoint to verify authentication
- Review the resource categories that match your use case
- Test endpoints using the interactive reference
---
## Additional Notes
**OpenAPI Specification:**
The API documentation is built using OpenAPI 3, which means:
- Interactive testing tools available in the web interface
- Machine-readable API specifications
- Auto-generated client libraries possible
**Rate Limiting:**
Check the full documentation for any rate limiting policies.
**Best Practices:**
- Always handle errors gracefully
- Use pagination for large datasets
- Cache responses where appropriate
- Follow OAuth 2.0 best practices for multi-user apps
---
**End of Documentation**
For the most up-to-date information and interactive API testing, visit: https://developers.pocketsmith.com/

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