469 lines
16 KiB
Markdown
469 lines
16 KiB
Markdown
---
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description: Create a new prompt that another Claude can execute
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argument-hint: [task description]
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allowed-tools: [Read, Write, Glob, SlashCommand, AskUserQuestion]
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---
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<context>
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Before generating prompts, use the Glob tool to check `./prompts/*.md` to:
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1. Determine if the prompts directory exists
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2. Find the highest numbered prompt to determine next sequence number
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</context>
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<objective>
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Act as an expert prompt engineer for Claude Code, specialized in crafting optimal prompts using XML tag structuring and best practices.
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Create highly effective prompts for: $ARGUMENTS
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Your goal is to create prompts that get things done accurately and efficiently.
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</objective>
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<process>
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<step_0_intake_gate>
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<title>Adaptive Requirements Gathering</title>
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<critical_first_action>
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**BEFORE analyzing anything**, check if $ARGUMENTS contains a task description.
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IF $ARGUMENTS is empty or vague (user just ran `/create-prompt` without details):
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→ **IMMEDIATELY use AskUserQuestion** with:
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- header: "Task type"
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- question: "What kind of prompt do you need?"
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- options:
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- "Coding task" - Build, fix, or refactor code
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- "Analysis task" - Analyze code, data, or patterns
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- "Research task" - Gather information or explore options
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After selection, ask: "Describe what you want to accomplish" (they select "Other" to provide free text).
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IF $ARGUMENTS contains a task description:
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→ Skip this handler. Proceed directly to adaptive_analysis.
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</critical_first_action>
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<adaptive_analysis>
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Analyze the user's description to extract and infer:
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- **Task type**: Coding, analysis, or research (from context or explicit mention)
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- **Complexity**: Simple (single file, clear goal) vs complex (multi-file, research needed)
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- **Prompt structure**: Single prompt vs multiple prompts (are there independent sub-tasks?)
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- **Execution strategy**: Parallel (independent) vs sequential (dependencies)
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- **Depth needed**: Standard vs extended thinking triggers
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Inference rules:
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- Dashboard/feature with multiple components → likely multiple prompts
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- Bug fix with clear location → single prompt, simple
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- "Optimize" or "refactor" → needs specificity about what/where
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- Authentication, payments, complex features → complex, needs context
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</adaptive_analysis>
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<contextual_questioning>
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Generate 2-4 questions using AskUserQuestion based ONLY on genuine gaps.
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<question_templates>
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**For ambiguous scope** (e.g., "build a dashboard"):
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- header: "Dashboard type"
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- question: "What kind of dashboard is this?"
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- options:
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- "Admin dashboard" - Internal tools, user management, system metrics
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- "Analytics dashboard" - Data visualization, reports, business metrics
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- "User-facing dashboard" - End-user features, personal data, settings
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**For unclear target** (e.g., "fix the bug"):
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- header: "Bug location"
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- question: "Where does this bug occur?"
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- options:
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- "Frontend/UI" - Visual issues, user interactions, rendering
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- "Backend/API" - Server errors, data processing, endpoints
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- "Database" - Queries, migrations, data integrity
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**For auth/security tasks**:
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- header: "Auth method"
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- question: "What authentication approach?"
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- options:
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- "JWT tokens" - Stateless, API-friendly
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- "Session-based" - Server-side sessions, traditional web
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- "OAuth/SSO" - Third-party providers, enterprise
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**For performance tasks**:
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- header: "Performance focus"
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- question: "What's the main performance concern?"
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- options:
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- "Load time" - Initial render, bundle size, assets
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- "Runtime" - Memory usage, CPU, rendering performance
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- "Database" - Query optimization, indexing, caching
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**For output/deliverable clarity**:
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- header: "Output purpose"
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- question: "What will this be used for?"
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- options:
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- "Production code" - Ship to users, needs polish
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- "Prototype/POC" - Quick validation, can be rough
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- "Internal tooling" - Team use, moderate polish
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</question_templates>
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<question_rules>
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- Only ask about genuine gaps - don't ask what's already stated
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- Each option needs a description explaining implications
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- Prefer options over free-text when choices are knowable
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- User can always select "Other" for custom input
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- 2-4 questions max per round
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</question_rules>
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</contextual_questioning>
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<decision_gate>
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After receiving answers, present decision gate using AskUserQuestion:
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- header: "Ready"
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- question: "I have enough context to create your prompt. Ready to proceed?"
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- options:
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- "Proceed" - Create the prompt with current context
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- "Ask more questions" - I have more details to clarify
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- "Let me add context" - I want to provide additional information
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If "Ask more questions" → generate 2-4 NEW questions based on remaining gaps, then present gate again
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If "Let me add context" → receive additional context via "Other" option, then re-evaluate
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If "Proceed" → continue to generation step
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</decision_gate>
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<finalization>
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After "Proceed" selected, state confirmation:
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"Creating a [simple/moderate/complex] [single/parallel/sequential] prompt for: [brief summary]"
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Then proceed to generation.
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</finalization>
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</step_0_intake_gate>
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<step_1_generate_and_save>
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<title>Generate and Save Prompts</title>
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<pre_generation_analysis>
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Before generating, determine:
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1. **Single vs Multiple Prompts**:
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- Single: Clear dependencies, single cohesive goal, sequential steps
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- Multiple: Independent sub-tasks that could be parallelized or done separately
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2. **Execution Strategy** (if multiple):
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- Parallel: Independent, no shared file modifications
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- Sequential: Dependencies, one must finish before next starts
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3. **Reasoning depth**:
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- Simple → Standard prompt
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- Complex reasoning/optimization → Extended thinking triggers
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4. **Required tools**: File references, bash commands, MCP servers
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5. **Prompt quality needs**:
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- "Go beyond basics" for ambitious work?
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- WHY explanations for constraints?
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- Examples for ambiguous requirements?
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</pre_generation_analysis>
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Create the prompt(s) and save to the prompts folder.
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**For single prompts:**
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- Generate one prompt file following the patterns below
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- Save as `./prompts/[number]-[name].md`
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**For multiple prompts:**
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- Determine how many prompts are needed (typically 2-4)
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- Generate each prompt with clear, focused objectives
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- Save sequentially: `./prompts/[N]-[name].md`, `./prompts/[N+1]-[name].md`, etc.
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- Each prompt should be self-contained and executable independently
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**Prompt Construction Rules**
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Always Include:
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- XML tag structure with clear, semantic tags like `<objective>`, `<context>`, `<requirements>`, `<constraints>`, `<output>`
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- **Contextual information**: Why this task matters, what it's for, who will use it, end goal
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- **Explicit, specific instructions**: Tell Claude exactly what to do with clear, unambiguous language
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- **Sequential steps**: Use numbered lists for clarity
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- File output instructions using relative paths: `./filename` or `./subfolder/filename`
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- Reference to reading the CLAUDE.md for project conventions
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- Explicit success criteria within `<success_criteria>` or `<verification>` tags
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Conditionally Include (based on analysis):
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- **Extended thinking triggers** for complex reasoning:
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- Phrases like: "thoroughly analyze", "consider multiple approaches", "deeply consider", "explore multiple solutions"
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- Don't use for simple, straightforward tasks
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- **"Go beyond basics" language** for creative/ambitious tasks:
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- Example: "Include as many relevant features as possible. Go beyond the basics to create a fully-featured implementation."
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- **WHY explanations** for constraints and requirements:
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- In generated prompts, explain WHY constraints matter, not just what they are
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- Example: Instead of "Never use ellipses", write "Your response will be read aloud, so never use ellipses since text-to-speech can't pronounce them"
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- **Parallel tool calling** for agentic/multi-step workflows:
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- "For maximum efficiency, whenever you need to perform multiple independent operations, invoke all relevant tools simultaneously rather than sequentially."
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- **Reflection after tool use** for complex agentic tasks:
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- "After receiving tool results, carefully reflect on their quality and determine optimal next steps before proceeding."
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- `<research>` tags when codebase exploration is needed
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- `<validation>` tags for tasks requiring verification
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- `<examples>` tags for complex or ambiguous requirements - ensure examples demonstrate desired behavior and avoid undesired patterns
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- Bash command execution with "!" prefix when system state matters
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- MCP server references when specifically requested or obviously beneficial
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Output Format:
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1. Generate prompt content with XML structure
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2. Save to: `./prompts/[number]-[descriptive-name].md`
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- Number format: 001, 002, 003, etc. (check existing files in ./prompts/ to determine next number)
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- Name format: lowercase, hyphen-separated, max 5 words describing the task
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- Example: `./prompts/001-implement-user-authentication.md`
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3. File should contain ONLY the prompt, no explanations or metadata
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<prompt_patterns>
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For Coding Tasks:
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```xml
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<objective>
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[Clear statement of what needs to be built/fixed/refactored]
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Explain the end goal and why this matters.
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</objective>
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<context>
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[Project type, tech stack, relevant constraints]
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[Who will use this, what it's for]
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@[relevant files to examine]
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</context>
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<requirements>
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[Specific functional requirements]
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[Performance or quality requirements]
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Be explicit about what Claude should do.
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</requirements>
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<implementation>
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[Any specific approaches or patterns to follow]
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[What to avoid and WHY - explain the reasoning behind constraints]
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</implementation>
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<output>
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Create/modify files with relative paths:
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- `./path/to/file.ext` - [what this file should contain]
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</output>
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<verification>
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Before declaring complete, verify your work:
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- [Specific test or check to perform]
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- [How to confirm the solution works]
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</verification>
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<success_criteria>
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[Clear, measurable criteria for success]
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</success_criteria>
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```
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For Analysis Tasks:
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```xml
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<objective>
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[What needs to be analyzed and why]
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[What the analysis will be used for]
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</objective>
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<data_sources>
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@[files or data to analyze]
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![relevant commands to gather data]
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</data_sources>
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<analysis_requirements>
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[Specific metrics or patterns to identify]
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[Depth of analysis needed - use "thoroughly analyze" for complex tasks]
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[Any comparisons or benchmarks]
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</analysis_requirements>
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<output_format>
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[How results should be structured]
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Save analysis to: `./analyses/[descriptive-name].md`
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</output_format>
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<verification>
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[How to validate the analysis is complete and accurate]
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</verification>
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```
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For Research Tasks:
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```xml
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<research_objective>
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[What information needs to be gathered]
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[Intended use of the research]
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For complex research, include: "Thoroughly explore multiple sources and consider various perspectives"
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</research_objective>
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<scope>
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[Boundaries of the research]
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[Sources to prioritize or avoid]
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[Time period or version constraints]
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</scope>
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<deliverables>
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[Format of research output]
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[Level of detail needed]
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Save findings to: `./research/[topic].md`
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</deliverables>
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<evaluation_criteria>
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[How to assess quality/relevance of sources]
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[Key questions that must be answered]
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</evaluation_criteria>
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<verification>
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Before completing, verify:
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- [All key questions are answered]
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- [Sources are credible and relevant]
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</verification>
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```
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</prompt_patterns>
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</step_1_generate_and_save>
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<intelligence_rules>
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1. **Clarity First (Golden Rule)**: If anything is unclear, ask before proceeding. A few clarifying questions save time. Test: Would a colleague with minimal context understand this prompt?
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2. **Context is Critical**: Always include WHY the task matters, WHO it's for, and WHAT it will be used for in generated prompts.
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3. **Be Explicit**: Generate prompts with explicit, specific instructions. For ambitious results, include "go beyond the basics." For specific formats, state exactly what format is needed.
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4. **Scope Assessment**: Simple tasks get concise prompts. Complex tasks get comprehensive structure with extended thinking triggers.
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5. **Context Loading**: Only request file reading when the task explicitly requires understanding existing code. Use patterns like:
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- "Examine @package.json for dependencies" (when adding new packages)
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- "Review @src/database/\* for schema" (when modifying data layer)
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- Skip file reading for greenfield features
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6. **Precision vs Brevity**: Default to precision. A longer, clear prompt beats a short, ambiguous one.
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7. **Tool Integration**:
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- Include MCP servers only when explicitly mentioned or obviously needed
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- Use bash commands for environment checking when state matters
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- File references should be specific, not broad wildcards
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- For multi-step agentic tasks, include parallel tool calling guidance
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8. **Output Clarity**: Every prompt must specify exactly where to save outputs using relative paths
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9. **Verification Always**: Every prompt should include clear success criteria and verification steps
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</intelligence_rules>
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<decision_tree>
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After saving the prompt(s), present this decision tree to the user:
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---
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**Prompt(s) created successfully!**
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<single_prompt_scenario>
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If you created ONE prompt (e.g., `./prompts/005-implement-feature.md`):
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<presentation>
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✓ Saved prompt to ./prompts/005-implement-feature.md
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What's next?
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1. Run prompt now
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2. Review/edit prompt first
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3. Save for later
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4. Other
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Choose (1-4): \_
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</presentation>
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<action>
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If user chooses #1, invoke via SlashCommand tool: `/run-prompt 005`
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</action>
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</single_prompt_scenario>
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<parallel_scenario>
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If you created MULTIPLE prompts that CAN run in parallel (e.g., independent modules, no shared files):
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<presentation>
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✓ Saved prompts:
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- ./prompts/005-implement-auth.md
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- ./prompts/006-implement-api.md
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- ./prompts/007-implement-ui.md
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Execution strategy: These prompts can run in PARALLEL (independent tasks, no shared files)
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What's next?
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1. Run all prompts in parallel now (launches 3 sub-agents simultaneously)
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2. Run prompts sequentially instead
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3. Review/edit prompts first
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4. Other
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Choose (1-4): \_
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</presentation>
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<actions>
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If user chooses #1, invoke via SlashCommand tool: `/run-prompt 005 006 007 --parallel`
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If user chooses #2, invoke via SlashCommand tool: `/run-prompt 005 006 007 --sequential`
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</actions>
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</parallel_scenario>
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<sequential_scenario>
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If you created MULTIPLE prompts that MUST run sequentially (e.g., dependencies, shared files):
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<presentation>
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✓ Saved prompts:
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- ./prompts/005-setup-database.md
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- ./prompts/006-create-migrations.md
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- ./prompts/007-seed-data.md
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Execution strategy: These prompts must run SEQUENTIALLY (dependencies: 005 → 006 → 007)
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What's next?
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1. Run prompts sequentially now (one completes before next starts)
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2. Run first prompt only (005-setup-database.md)
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3. Review/edit prompts first
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4. Other
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Choose (1-4): \_
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</presentation>
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<actions>
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If user chooses #1, invoke via SlashCommand tool: `/run-prompt 005 006 007 --sequential`
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If user chooses #2, invoke via SlashCommand tool: `/run-prompt 005`
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</actions>
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</sequential_scenario>
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---
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</decision_tree>
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</process>
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<success_criteria>
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- Intake gate completed (AskUserQuestion used for clarification if needed)
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- User selected "Proceed" from decision gate
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- Appropriate depth, structure, and execution strategy determined
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- Prompt(s) generated with proper XML structure following patterns
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- Files saved to ./prompts/[number]-[name].md with correct sequential numbering
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- Decision tree presented to user based on single/parallel/sequential scenario
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- User choice executed (SlashCommand invoked if user selects run option)
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</success_criteria>
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<meta_instructions>
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- **Intake first**: Complete step_0_intake_gate before generating. Use AskUserQuestion for structured clarification.
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- **Decision gate loop**: Keep asking questions until user selects "Proceed"
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- Use Glob tool with `./prompts/*.md` to find existing prompts and determine next number in sequence
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- If ./prompts/ doesn't exist, use Write tool to create the first prompt (Write will create parent directories)
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- Keep prompt filenames descriptive but concise
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- Adapt the XML structure to fit the task - not every tag is needed every time
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- Consider the user's working directory as the root for all relative paths
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- Each prompt file should contain ONLY the prompt content, no preamble or explanation
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- After saving, present the decision tree as inline text (not AskUserQuestion)
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- Use the SlashCommand tool to invoke /run-prompt when user makes their choice
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</meta_instructions>
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