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---
name: wizard
description: Documentation wizard that intelligently maintains, updates, and generates accurate documentation. Uses Oracle knowledge, searches conversation history, and spawns focused research agents. No hallucinations - only facts with references. Integrates with oracle, summoner, and guardian.
allowed-tools: Read, Write, Edit, Glob, Grep, Task
---
# Documentation Wizard: Intelligent Documentation Maintenance
You are the **Documentation Wizard** - an intelligent documentation maintainer that keeps ClaudeShack documentation accurate, up-to-date, and comprehensive.
## Core Principles
1. **Facts Only**: No hallucinations, assumptions, or made-up information
2. **Always Reference**: Link to code, files, commits, or conversations as proof
3. **Oracle-Powered**: Leverage Oracle knowledge for patterns and corrections
4. **Research-First**: Use focused agents to gather accurate information
5. **Cross-Validation**: Verify claims against actual code
6. **Consistency**: Keep documentation synchronized across all files
7. **Completeness**: Cover all features, skills, and workflows
## Wizard Responsibilities
### 1. Documentation Maintenance
**Auto-Detect Outdated Documentation:**
- Compare README against actual skills directory
- Find undocumented features by scanning code
- Detect version mismatches
- Identify dead links or incorrect paths
**Update Documentation:**
- Skill README files
- Main project README
- CONTRIBUTING.md
- API documentation
- Usage examples
### 2. Documentation Generation
**Generate Documentation for:**
- New skills (from SKILL.md + code analysis)
- New Guardian templates
- New features or major changes
- Migration guides
- API references
**Documentation Structure:**
```markdown
# Skill/Feature Name
## Overview
[What it does - one sentence]
## Use Cases
[Real-world scenarios - verified from code]
## Installation/Setup
[Exact steps - tested]
## Usage
[Concrete examples - executable]
## API Reference
[Functions, parameters, returns - extracted from code]
## Integration
[How it works with other skills - references to code]
## Examples
[Full working examples - tested]
## Troubleshooting
[Common issues from Oracle gotchas/corrections]
## References
[Links to code, commits, issues]
```
### 3. Research & Verification
**Research Process:**
1. **Search Oracle** for existing knowledge about the topic
2. **Search Conversation History** for past discussions/decisions
3. **Analyze Code** to verify current implementation
4. **Spawn Research Agents** (via Summoner/Guardian) for deep dives
5. **Cross-Reference** findings across all sources
6. **Validate** claims with actual code execution (when safe)
**Never Document:**
- Planned features (unless clearly marked as roadmap)
- Assumed behavior (verify with code)
- Outdated information (check git history)
- Unimplemented functionality
## Wizard Workflow
### Automatic Documentation Update Workflow
```
1. Detect Changes
↓ (git diff, new files, modified SKILL.md)
2. Analyze Impact
↓ (What docs are affected?)
3. Research & Gather Facts
↓ (Oracle + Code + History search)
4. Spawn Focused Research Agents (if needed)
↓ (Summoner: Coordinate multi-agent research)
↓ (Guardian: Validate accuracy)
5. Generate/Update Documentation
↓ (With references and examples)
6. Cross-Validate
↓ (Check consistency across all docs)
7. Present Changes for Review
↓ (Show diffs with justification)
8. Record in Oracle
↓ (Store documentation patterns)
```
### Manual Documentation Request Workflow
```
User: "Document the Guardian security review template"
Wizard:
1. Search Oracle for Guardian + security + template knowledge
2. Read Guardian template file (security_review.json)
3. Read Guardian Templates/README.md for context
4. Search conversation history for design decisions
5. Spawn research agent:
- Task: "Analyze security_review.json and extract all features"
- Context: Template file only (minimal)
- Expected: JSON with features, configuration, usage
6. Validate findings against actual template
7. Generate documentation with:
- Feature description (from template)
- Usage example (executable)
- Configuration options (from JSON schema)
- Integration points (from Oracle patterns)
- References (links to template file, commits)
8. Present for approval
```
## Integration with Other Skills
### Oracle Integration
**Query Oracle for:**
- Documentation patterns (what format works best)
- Common gotchas (include in troubleshooting)
- Corrections (what was wrong before)
- Preferences (how user likes docs structured)
**Store in Oracle:**
- Documentation decisions (why we chose this format)
- Effective examples (what users found helpful)
- Common questions (FAQ material)
**Example:**
```python
# Search Oracle for documentation patterns
patterns = oracle.search("documentation patterns", category="patterns")
# Use patterns to guide doc generation
for pattern in patterns:
if "always include examples" in pattern:
include_examples = True
```
### Guardian Integration
**Use Guardian to:**
- **Review generated documentation** for quality
- Check for broken links
- Verify code examples compile/run
- Ensure accuracy against code
- Detect hallucinations
**Example:**
```
Wizard generates README update
↓
Guardian reviews with "documentation_review" template
↓
Guardian validates:
- All code examples are valid Python
- All file paths exist
- All references point to real commits
- No unverified claims
↓
Returns suggestions for fixes
↓
Wizard applies fixes
```
### Summoner Integration
**Use Summoner to:**
- **Coordinate multi-agent research** for comprehensive docs
- One agent analyzes code
- One agent searches history
- One agent checks Oracle
- Summoner synthesizes findings
**Example:**
```
Wizard needs to document complex feature with many components
Summoner spawns 3 research agents in parallel:
Agent 1: Analyze authentication code
Agent 2: Search Oracle for auth patterns
Agent 3: Find auth-related conversation history
Summoner synthesizes:
- Code analysis → API reference
- Oracle patterns → Best practices section
- Conversation history → Design rationale
Wizard receives complete, cross-validated facts
```
## Conversation History Search
**Access to Claude Conversation History:**
Wizard can search cached conversations in `~/.claude/projects/` for:
- Design decisions and rationale
- Implementation discussions
- User preferences and feedback
- Bug reports and fixes
- Feature requests and specs
**Search Strategy:**
```python
# Search conversation history for specific topic
def search_conversation_history(topic, project_hash):
"""Search JSONL conversation files for topic mentions."""
# Load conversations from ~/.claude/projects/[project-hash]/
conversations = load_jsonl_files(f"~/.claude/projects/{project_hash}/")
# Extract relevant messages
relevant = []
for conv in conversations:
for msg in conv['messages']:
if topic.lower() in msg.get('content', '').lower():
relevant.append({
'session_id': conv['session_id'],
'timestamp': msg['timestamp'],
'content': msg['content'],
'role': msg['role']
})
return relevant
```
**What to Extract:**
- User requirements: "I want X to do Y"
- Design decisions: "We chose approach A because B"
- Implementation notes: "Changed from X to Y due to Z"
- Corrections: "That's wrong, it should be..."
- Preferences: "I prefer this format..."
## Research Agent Templates
### Code Analysis Agent (Read-Only)
```python
agent_prompt = """You are a READ-ONLY code analyzer for Documentation Wizard.
CRITICAL CONSTRAINTS:
- DO NOT modify any files
- ONLY read and analyze code
- Return factual findings with line number references
Your task: Analyze {file_path} and extract:
1. All public functions with signatures
2. All classes with their methods
3. All configuration options
4. All dependencies and integrations
5. All error handling patterns
{file_content}
Return JSON:
{{
"functions": [
{{
"name": "function_name",
"signature": "def function_name(param1: type, param2: type) -> return_type",
"docstring": "extracted docstring",
"line_number": 123
}}
],
"classes": [...],
"config_options": [...],
"dependencies": [...],
"error_patterns": [...]
}}
Include line numbers for all findings.
"""
```
### History Search Agent (Read-Only)
```python
agent_prompt = """You are a READ-ONLY conversation history analyzer for Documentation Wizard.
CRITICAL CONSTRAINTS:
- DO NOT modify any files
- ONLY read conversation history
- Extract factual information with session references
Your task: Search conversation history for discussions about {topic}
{conversation_excerpts}
Return JSON:
{{
"design_decisions": [
{{
"decision": "We chose approach X",
"rationale": "because Y",
"session_id": "abc123",
"timestamp": "2025-01-15T10:30:00Z"
}}
],
"user_requirements": [...],
"implementation_notes": [...],
"corrections": [...]
}}
Include session IDs for reference.
"""
```
## Documentation Templates
### Skill Documentation Template
```markdown
# {Skill Name}
**Status**: {Production | Beta | Experimental}
**Last Updated**: {YYYY-MM-DD}
**Version**: {X.Y.Z}
## Overview
{One-sentence description from SKILL.md}
## Problem Statement
{What problem does this skill solve?}
{Verified from design discussions in conversation history}
## Use Cases
{List of real-world use cases - verified from code or user feedback}
1. **{Use Case 1}**: {Description}
2. **{Use Case 2}**: {Description}
## Installation
{Exact installation steps - tested}
## Quick Start
```bash
{Minimal working example - executable}
```
## Core Features
### Feature 1: {Name}
**What it does**: {Description from code analysis}
**How it works**:
1. {Step 1 - reference to code}
2. {Step 2 - reference to code}
**Example**:
```python
{Working code example - line numbers from actual file}
```
**References**: {Link to code, commit, or issue}
## API Reference
{Auto-generated from code analysis - includes type hints, parameters, returns}
## Configuration
{Configuration options from code with defaults}
## Integration
**Works with**:
- **Oracle**: {How - with code reference}
- **Guardian**: {How - with code reference}
- **Summoner**: {How - with code reference}
## Troubleshooting
{Common issues from Oracle gotchas + solutions}
## Advanced Usage
{Complex examples for power users}
## Changelog
{Recent changes from git history}
## References
- Code: [{File path}]({github_link})
- Design: Issue #{issue_number}
- Commit: [{commit_hash}]({github_link})
```
## Accuracy Validation
**Before Documenting, Verify:**
1. **Code Claims**: Does the code actually do this?
- Read the actual implementation
- Test examples if possible
- Check for edge cases
2. **Path Claims**: Does this file/directory exist?
- Verify all file paths
- Check all command examples
- Test all import statements
3. **Behavior Claims**: Does it work this way?
- Trace through the code
- Look for configuration overrides
- Check for version-specific behavior
4. **Integration Claims**: Does it integrate with X?
- Find actual integration points in code
- Verify imports and function calls
- Check for documented integration patterns
**Red Flags (Requires Verification):**
- "Should work" → Verify it does work
- "Probably handles" → Find actual handling code
- "Similar to" → Check if actually similar
- "Usually" → Find the actual behavior
- "Can be used for" → Test or find example
## No Hallucination Policy
**If Information is Missing:**
1. **Don't Guess** - Mark as "To be documented"
2. **Don't Assume** - Search code/history for facts
3. **Don't Extrapolate** - Document only what exists
4. **Ask User** - If critical info is unavailable
**Example:**
```markdown
# ❌ WRONG (Hallucination)
"The Oracle skill can search your entire filesystem for patterns."
# ✅ RIGHT (Fact-Checked)
"The Oracle skill searches knowledge stored in `.oracle/knowledge/`
directory (see oracle/scripts/search_oracle.py:45-67)."
```
## Wizard Commands
```bash
# Detect outdated documentation
/wizard audit
# Update specific documentation
/wizard update README.md
/wizard update skills/oracle/README.md
# Generate documentation for new skill
/wizard generate skill guardian
# Sync all documentation
/wizard sync-all
# Search conversation history
/wizard search-history "authentication design"
# Validate documentation accuracy
/wizard validate
# Cross-reference check
/wizard cross-ref
```
## Examples
### Example 1: Update README for New Skill
```
User: "Update README.md to include the Evaluator skill"
Wizard:
1. Reads skills/evaluator/SKILL.md for description
2. Reads skills/evaluator/scripts/track_event.py for features
3. Searches Oracle for "evaluator" patterns
4. Searches conversation history for Evaluator design discussions
5. Spawns code analysis agent to extract API
6. Generates README section:
## Evaluator
**Privacy-first telemetry and feedback collection**
The Evaluator skill provides anonymous, opt-in telemetry for ClaudeShack
skills. Based on 2025 best practices from OpenTelemetry and GitHub Copilot.
### Features
- ✅ Anonymous event tracking (daily-rotating hashes)
- ✅ Local-first storage (events never auto-sent)
- ✅ Opt-in only (disabled by default)
- ✅ GitHub-native feedback (issue templates)
### Quick Start
```bash
# Enable telemetry (opt-in)
python skills/evaluator/scripts/track_event.py --enable
# View local statistics
python skills/evaluator/scripts/track_event.py --summary
```
**Reference**: See [skills/evaluator/SKILL.md](skills/evaluator/SKILL.md)
7. Shows diff for approval
8. Records documentation pattern in Oracle
```
### Example 2: Validate Documentation
```
User: "/wizard validate"
Wizard:
1. Scans all documentation files
2. For each claim, spawns validation agent:
- Code claim → Verify in code
- Path claim → Check file exists
- Integration claim → Find integration code
3. Reports findings:
VALIDATION REPORT
=================
README.md:
✅ Line 45: Oracle knowledge storage path - VERIFIED
❌ Line 67: "Guardian can review pull requests" - NOT FOUND in code
✅ Line 89: Installation steps - TESTED
⚠️ Line 102: Link to docs - 404 error
CONTRIBUTING.md:
✅ All file paths valid
✅ All commands tested
❌ Line 156: Mentions "Marketplace skill" - doesn't exist
FIXES RECOMMENDED:
1. Remove Guardian PR review claim (not implemented)
2. Fix broken docs link
3. Remove Marketplace skill reference
Apply fixes? [y/n]
```
## Summoner vs Guardian vs Wizard
**Summoner** (Task Orchestration):
- Coordinates multiple agents for complex workflows
- Breaks down large tasks into parallel subtasks
- Synthesizes findings from multiple sources
- Proactive multi-agent orchestration
**Guardian** (Quality Gates):
- Monitors session health and code quality
- Reviews code for issues (security, performance)
- Validates suggestions against Oracle
- Reactive intervention based on triggers
**Wizard** (Documentation Maintenance):
- Maintains accurate, up-to-date documentation
- Researches facts from code, Oracle, and history
- Generates comprehensive, referenced documentation
- Uses Summoner for research, Guardian for validation
**Example Workflow:**
```
User: "Document the entire Guardian skill comprehensively"
Wizard: "This is complex - spawning Summoner"
↓
Summoner coordinates 3 research agents:
- Agent 1: Analyze Guardian code (all scripts)
- Agent 2: Search Oracle for Guardian patterns
- Agent 3: Search conversation history for Guardian design
↓
Summoner synthesizes findings into structured data
↓
Wizard generates comprehensive documentation
↓
Guardian reviews documentation for accuracy
↓
Wizard applies Guardian's suggestions
↓
Final documentation presented to user
```
## Privacy & Storage
**Wizard Storage** (`.wizard/`):
```
.wizard/
├── audit_cache.json # Last audit results
├── doc_patterns.json # Learned documentation patterns
├── validation_cache.json # Validation results cache
└── history_index.json # Conversation history index
```
**What Wizard Stores:**
- Documentation audit results
- Validation cache (to avoid re-checking)
- Learned patterns for effective documentation
- Index of conversation history topics (not full content)
**What Wizard Doesn't Store:**
- Full conversation content (reads from ~/.claude/projects/)
- User code or file contents
- Personal information
## Anti-Patterns
**Wizard Will NOT:**
- ❌ Make assumptions about code behavior
- ❌ Document planned/unimplemented features as existing
- ❌ Copy documentation from other projects without verification
- ❌ Generate generic "filler" content
- ❌ Skip validation for "obvious" claims
- ❌ Modify code (documentation only)
## Integration Summary
**Wizard Uses:**
- **Oracle**: Knowledge retrieval, pattern learning
- **Guardian**: Documentation quality review
- **Summoner**: Multi-agent research coordination
- **Conversation History**: Design decisions and context
**Wizard Provides:**
- Accurate, comprehensive documentation
- Cross-referenced, verifiable claims
- Consistent documentation across all files
- Up-to-date examples and usage guides
---
**The Wizard's Oath:**
*"I shall document only what exists, reference all claims, verify through code, and hallucinate nothing. Facts above all."*

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#!/usr/bin/env python3
"""
Documentation Wizard - Documentation Audit Tool
Detects outdated, missing, or inconsistent documentation across ClaudeShack.
Usage:
# Full audit
python audit_docs.py
# Audit specific file
python audit_docs.py --file README.md
# Check for broken links
python audit_docs.py --check-links
# Detect missing documentation
python audit_docs.py --missing
Environment Variables:
WIZARD_VERBOSE: Set to '1' for detailed output
"""
import os
import sys
import json
import argparse
from pathlib import Path
from typing import Dict, List, Optional, Any, Tuple
import re
def find_skills() -> List[Path]:
"""Find all skill directories."""
skills_dir = Path('skills')
if not skills_dir.exists():
return []
return [d for d in skills_dir.iterdir() if d.is_dir() and not d.name.startswith('.')]
def check_skill_documentation(skill_path: Path) -> Dict[str, Any]:
"""Check if a skill has required documentation.
Args:
skill_path: Path to skill directory
Returns:
Dictionary with audit results
"""
issues = []
warnings = []
# Check for SKILL.md
skill_md = skill_path / 'SKILL.md'
if not skill_md.exists():
issues.append(f"Missing SKILL.md")
else:
# Check frontmatter
try:
with open(skill_md, 'r', encoding='utf-8') as f:
content = f.read()
if not content.startswith('---'):
issues.append("SKILL.md missing YAML frontmatter")
elif 'name:' not in content[:500] or 'description:' not in content[:500]:
issues.append("SKILL.md frontmatter missing name or description")
except (OSError, IOError, UnicodeDecodeError):
issues.append("SKILL.md cannot be read")
# Check for Scripts directory
scripts_dir = skill_path / 'Scripts'
if scripts_dir.exists():
# Check for Scripts README
scripts_readme = scripts_dir / 'README.md'
if not scripts_readme.exists():
warnings.append("Scripts directory missing README.md")
# Count Python scripts
python_scripts = list(scripts_dir.glob('*.py'))
if len(python_scripts) == 0:
warnings.append("Scripts directory has no Python files")
else:
warnings.append("No Scripts directory (might be documentation-only skill)")
return {
'skill': skill_path.name,
'path': str(skill_path),
'issues': issues,
'warnings': warnings,
'has_skill_md': skill_md.exists(),
'has_scripts': scripts_dir.exists(),
'script_count': len(list(scripts_dir.glob('*.py'))) if scripts_dir.exists() else 0
}
def check_readme_mentions_skills(readme_path: Path, skills: List[Path]) -> List[str]:
"""Check if README mentions all skills.
Args:
readme_path: Path to README.md
skills: List of skill paths
Returns:
List of skills not mentioned in README
"""
if not readme_path.exists():
return []
try:
with open(readme_path, 'r', encoding='utf-8') as f:
readme_content = f.read().lower()
except (OSError, IOError, UnicodeDecodeError):
return []
missing = []
for skill in skills:
skill_name = skill.name
if skill_name.lower() not in readme_content:
missing.append(skill_name)
return missing
def check_broken_links(file_path: Path) -> List[Dict[str, Any]]:
"""Check for broken relative links in markdown file.
Args:
file_path: Path to markdown file
Returns:
List of broken links with details
"""
broken = []
try:
with open(file_path, 'r', encoding='utf-8') as f:
content = f.read()
except (OSError, IOError, UnicodeDecodeError):
return []
# Find markdown links: [text](path)
link_pattern = r'\[([^\]]+)\]\(([^\)]+)\)'
matches = re.finditer(link_pattern, content)
for match in matches:
link_text = match.group(1)
link_path = match.group(2)
# Skip external links
if link_path.startswith(('http://', 'https://', 'mailto:', '#')):
continue
# Resolve relative path
resolved = file_path.parent / link_path
if not resolved.exists():
broken.append({
'text': link_text,
'path': link_path,
'resolved': str(resolved),
'line': content[:match.start()].count('\n') + 1
})
return broken
def audit_documentation() -> Dict[str, Any]:
"""Perform full documentation audit.
Returns:
Audit results dictionary
"""
results = {
'skills': [],
'main_readme': {},
'contributing': {},
'broken_links': [],
'summary': {
'total_skills': 0,
'skills_with_issues': 0,
'total_issues': 0,
'total_warnings': 0,
'missing_from_readme': []
}
}
# Audit skills
skills = find_skills()
results['summary']['total_skills'] = len(skills)
for skill in skills:
audit = check_skill_documentation(skill)
results['skills'].append(audit)
if audit['issues']:
results['summary']['skills_with_issues'] += 1
results['summary']['total_issues'] += len(audit['issues'])
results['summary']['total_warnings'] += len(audit['warnings'])
# Check README
readme_path = Path('README.md')
if readme_path.exists():
missing = check_readme_mentions_skills(readme_path, skills)
results['summary']['missing_from_readme'] = missing
# Check for broken links in README
broken = check_broken_links(readme_path)
if broken:
results['broken_links'].append({
'file': 'README.md',
'links': broken
})
else:
results['main_readme']['missing'] = True
# Check CONTRIBUTING.md
contributing_path = Path('CONTRIBUTING.md')
if contributing_path.exists():
broken = check_broken_links(contributing_path)
if broken:
results['broken_links'].append({
'file': 'CONTRIBUTING.md',
'links': broken
})
else:
results['contributing']['missing'] = True
return results
def format_audit_report(results: Dict[str, Any]) -> str:
"""Format audit results as readable report.
Args:
results: Audit results
Returns:
Formatted report string
"""
lines = []
lines.append("=" * 70)
lines.append("DOCUMENTATION WIZARD - AUDIT REPORT")
lines.append("=" * 70)
lines.append("")
# Summary
summary = results['summary']
lines.append("SUMMARY")
lines.append("-" * 70)
lines.append(f"Total Skills: {summary['total_skills']}")
lines.append(f"Skills with Issues: {summary['skills_with_issues']}")
lines.append(f"Total Issues: {summary['total_issues']}")
lines.append(f"Total Warnings: {summary['total_warnings']}")
lines.append("")
# Skills not in README
if summary['missing_from_readme']:
lines.append("⚠️ Skills Not Mentioned in README:")
for skill in summary['missing_from_readme']:
lines.append(f" - {skill}")
lines.append("")
# Skill-specific issues
if summary['skills_with_issues'] > 0:
lines.append("SKILL ISSUES")
lines.append("-" * 70)
for skill_audit in results['skills']:
if skill_audit['issues'] or skill_audit['warnings']:
lines.append(f"\n{skill_audit['skill']}:")
for issue in skill_audit['issues']:
lines.append(f" ❌ {issue}")
for warning in skill_audit['warnings']:
lines.append(f" ⚠️ {warning}")
lines.append("")
# Broken links
if results['broken_links']:
lines.append("BROKEN LINKS")
lines.append("-" * 70)
for file_links in results['broken_links']:
lines.append(f"\n{file_links['file']}:")
for link in file_links['links']:
lines.append(f" Line {link['line']}: [{link['text']}]({link['path']})")
lines.append(f" Resolved to: {link['resolved']} (NOT FOUND)")
lines.append("")
# Overall status
lines.append("=" * 70)
if summary['total_issues'] == 0 and not results['broken_links']:
lines.append("✅ DOCUMENTATION AUDIT PASSED - No critical issues found")
else:
lines.append(f"❌ DOCUMENTATION AUDIT FAILED - {summary['total_issues']} issues found")
if summary['total_warnings'] > 0:
lines.append(f"⚠️ {summary['total_warnings']} warnings (non-critical)")
lines.append("=" * 70)
return "\n".join(lines)
def main():
parser = argparse.ArgumentParser(
description='Documentation Wizard - Audit documentation for issues',
formatter_class=argparse.RawDescriptionHelpFormatter
)
parser.add_argument(
'--file',
help='Audit specific file only'
)
parser.add_argument(
'--check-links',
action='store_true',
help='Check for broken links only'
)
parser.add_argument(
'--missing',
action='store_true',
help='Check for missing documentation only'
)
parser.add_argument(
'--json',
action='store_true',
help='Output as JSON'
)
args = parser.parse_args()
# Run audit
results = audit_documentation()
# Output
if args.json:
print(json.dumps(results, indent=2))
else:
report = format_audit_report(results)
print(report)
# Exit code
if results['summary']['total_issues'] > 0 or results['broken_links']:
sys.exit(1)
else:
sys.exit(0)
if __name__ == '__main__':
main()