agentleFS
merllinsbeardmerllinsbeard/merlin-skills/skills/speckit-specify/SKILL.md

speckit-specify

Skill1 starsChanged 6 months agoMITView on GitHub

Create or update the feature specification from a natural language feature description.

131 other projects use a version of this, 128 of them edited.

Adopted by

Most recently taken up by

Used with

Projects with it also use speckit-agent-context-update, speckit-git-commit and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • Microsoft AzureSkill

    speckit-agent-context-update

    Refresh the managed Spec Kit section in coding agent context file(s)

    Also in 13 projects that use this

  • Sorcha-PlatformSkill

    speckit-git-commit

    Auto-commit changes after a Spec Kit command completes

    Also in 35 projects that use this

  • Sorcha-PlatformSkill

    speckit-git-feature

    Create a feature branch with sequential or timestamp numbering

    Also in 35 projects that use this

  • patterson-agentsSkill

    speckit-baseline

    Generate feature specifications by analyzing existing source code.

    Also in 3 projects that use this

  • patterson-agentsSkill

    claude-command-converter

    Convert Claude Code commands (.claude/commands/*.md) to standard Agent Skills (skills/*/SKILL.md). Use when migrating slash commands to portable skill format, creating skills from existing commands, or standardizing command definitions across AI runtimes.

    Also in 3 projects that use this

  • Microsoft AzureSkill

    agentic-workflows

    Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.

    Also in 3 projects that use this

  • +3 more from Sorcha-Platform

The file

Show its rules and text

We split this skill into the rules it gives an agent

44 rules. 28 are common, 0 are distinctive, and 16 are very specific to this project.

  • 28

    Common

    Most of the 127 edited versions we read keep these.

  • 0

    Distinctive

    This author's own choices. Worth a look.

  • 16

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Check if .specify/extensions.yml exists in the project root.

    line 22
  2. Very specific:

    If it exists, read it and look for entries under the hooks.before_specify key

    line 23
  3. Common:

    If the YAML cannot be parsed or is invalid, skip hook checking silently and continue normally

    line 24
  4. Very specific:

    If the hook has no condition field, or it is null/empty, treat the hook as executable

    line 27
  5. Very specific:

    If the hook defines a non-empty condition, skip the hook and leave condition evaluation to the HookExecutor implementation

    line 28
  6. Very specific:

    When constructing slash commands from hook command names, replace dots (.) with hyphens (-).

    line 29
  7. Very specific:

    If no hooks are registered or .specify/extensions.yml does not exist, skip silently

    line 52
  8. Common:

    Create a 2-4 word short name that captures the essence of the feature

    line 62
  9. Common:

    Use action-noun format when possible (e.g., "add-user-auth", "fix-payment-bug")

    line 63
  10. Common:

    Keep it concise but descriptive enough to understand the feature at a glance

    line 65
  11. Very specific:

    If a before_specify hook ran successfully in the Pre-Execution Checks above, it will have created/switched to a git branch and output JSON …

    line 74
  12. Very specific:

    If the user explicitly provided GIT_BRANCH_NAME, pass it through to the hook so the branch script uses the exact value as the branch name …

    line 76
  13. Very specific:

    If the user explicitly provided SPECIFY_FEATURE_DIRECTORY (e.g., via environment variable, argument, or configuration), use it as-is

    line 83
  14. Very specific:

    Check .specify/init-options.json for branch_numbering

    line 85
  15. Very specific:

    If "timestamp": prefix is YYYYMMDD-HHMMSS (current timestamp)

    line 86
  16. Very specific:

    If "sequential" or absent: prefix is NNN (next available 3-digit number after scanning existing directories in specs/)

    line 87
  17. Very specific:

    Write the actual resolved directory path value (for example, specs/003-user-auth), not the literal string SPECIFY_FEATURE_DIRECTORY.

    line 101
  18. Common:

    Follow this execution flow:

    line 111
  19. Common:

    If empty: ERROR "No feature description provided"

    line 113
  20. Common:

    Only mark with [NEEDS CLARIFICATION: specific question] if:

    line 118
  21. Common:

    No reasonable default exists

    line 121
  22. Common:

    If no clear user flow: ERROR "Cannot determine user scenarios"

    line 125
  23. Common:

    Use reasonable defaults for unspecified details (document assumptions in Assumptions section)

    line 128
  24. Common:

    Create measurable, technology-agnostic outcomes Include both quantitative metrics (time, performance, volume) and qualitative measures …

    line 130
  25. Very specific:

    Write the specification to SPEC_FILE using the template structure, replacing placeholders with concrete details derived from the feature …

    line 136
  26. Common:

    Specification Quality Validation: After writing the initial spec, validate it against quality criteria:

    line 138
  27. Common:

    Document specific issues found (quote relevant spec sections)

    line 181
  28. Common:

    Update the spec to address each issue

    line 189
  29. Common:

    If still failing after 3 iterations, document remaining issues in checklist notes and warn user

    line 191
  30. Very specific:

    LIMIT CHECK: If more than 3 markers exist, keep only the 3 most critical (by scope/security/UX impact) and make informed guesses for the …

    line 195
  31. Common:

    CRITICAL - Table Formatting: Ensure markdown tables are properly formatted:

    line 217
  32. Common:

    Use consistent spacing with pipes aligned

    line 218
  33. Common:

    Test that the table renders correctly in markdown preview

    line 221
  34. Common:

    Wait for user to respond with their choices for all questions (e.g., "Q1: A, Q2: Custom - [details], Q3: B")

    line 224
  35. Common:

    Update the spec by replacing each [NEEDS CLARIFICATION] marker with the user's selected or provided answer

    line 225
  36. Very specific:

    Check for extension hooks: After reporting completion, check if .specify/extensions.yml exists in the project root.

    line 236
  37. Common:

    Avoid HOW to implement (no tech stack, APIs, code structure).

    line 271
  38. Common:

    DO NOT create any checklists that are embedded in the spec.

    line 273
  39. Common:

    Mandatory sections: Must be completed for every feature

    line 277
  40. Common:

    When a section doesn't apply, remove it entirely (don't leave as "N/A")

    line 279
  41. Common:

    When creating this spec from a user prompt:

    line 283
  42. Common:

    Make informed guesses: Use context, industry standards, and common patterns to fill gaps

    line 285
  43. Common:

    Think like a tester: Every vague requirement should fail the "testable and unambiguous" checklist item

    line 292
  44. Common:

    Technology-agnostic: No mention of frameworks, languages, databases, or tools

    line 311

“Common” is measured: kept by at least 6 in 10 of the 127 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

User Input

$ARGUMENTS

You MUST consider the user input before proceeding (if not empty).

Pre-Execution Checks

Check for extension hooks (before specification):

  • Check if .specify/extensions.yml exists in the project root.
  • If it exists, read it and look for entries under the hooks.before_specify key
  • If the YAML cannot be parsed or is invalid, skip hook checking silently and continue normally
  • Filter out hooks where enabled is explicitly false. Treat hooks without an enabled field as enabled by default.
  • For each remaining hook, do not attempt to interpret or evaluate hook condition expressions:
    • If the hook has no condition field, or it is null/empty, treat the hook as executable
    • If the hook defines a non-empty condition, skip the hook and leave condition evaluation to the HookExecutor implementation
  • When constructing slash commands from hook command names, replace dots (.) with hyphens (-). For example, speckit.git.commit → /speckit-git-commit.
  • For each executable hook, output the following based on its optional flag:
    • Optional hook (optional: true):
      ## Extension Hooks
      
      **Optional Pre-Hook**: {extension}
      Command: `/{command}`
      Description: {description}
      
      Prompt: {prompt}
      To execute: `/{command}`
    • Mandatory hook (optional: false):
      ## Extension Hooks
      
      **Automatic Pre-Hook**: {extension}
      Executing: `/{command}`
      EXECUTE_COMMAND: {command}
      
      Wait for the result of the hook command before proceeding to the Outline.
  • If no hooks are registered or .specify/extensions.yml does not exist, skip silently

Outline

The text the user typed after /speckit-specify in the triggering message is the feature description. Assume you always have it available in this conversation even if $ARGUMENTS appears literally below. Do not ask the user to repeat it unless they provided an empty command.

Given that feature description, do this:

  1. Generate a concise short name (2-4 words) for the feature:
    • Analyze the feature description and extract the most meaningful keywords
    • Create a 2-4 word short name that captures the essence of the feature
    • Use action-noun format when possible (e.g., "add-user-auth", "fix-payment-bug")
    • Preserve technical terms and acronyms (OAuth2, API, JWT, etc.)
    • Keep it concise but descriptive enough to understand the feature at a glance
    • Examples:
      • "I want to add user authentication" → "user-auth"
      • "Implement OAuth2 integration for the API" → "oauth2-api-integration"
      • "Create a dashboard for analytics" → "analytics-dashboard"
      • "Fix payment processing timeout bug" → "fix-payment-timeout"
  2. Branch creation (optional, via hook):

    If a before_specify hook ran successfully in the Pre-Execution Checks above, it will have created/switched to a git branch and output JSON containing BRANCH_NAME and FEATURE_NUM. Note these values for reference, but the branch name does not dictate the spec directory name.

    If the user explicitly provided GIT_BRANCH_NAME, pass it through to the hook so the branch script uses the exact value as the branch name (bypassing all prefix/suffix generation).

  3. Create the spec feature directory:

    Specs live under the default specs/ directory unless the user explicitly provides SPECIFY_FEATURE_DIRECTORY.

    Resolution order for SPECIFY_FEATURE_DIRECTORY:

    1. If the user explicitly provided SPECIFY_FEATURE_DIRECTORY (e.g., via environment variable, argument, or configuration), use it as-is
    2. Otherwise, auto-generate it under specs/:
      • Check .specify/init-options.json for branch_numbering
      • If "timestamp": prefix is YYYYMMDD-HHMMSS (current timestamp)
      • If "sequential" or absent: prefix is NNN (next available 3-digit number after scanning existing directories in specs/)
      • Construct the directory name: <prefix>-<short-name> (e.g., 003-user-auth or 20260319-143022-user-auth)
      • Set SPECIFY_FEATURE_DIRECTORY to specs/<directory-name>

    Create the directory and spec file:

    • mkdir -p SPECIFY_FEATURE_DIRECTORY
    • Copy .specify/templates/spec-template.md to SPECIFY_FEATURE_DIRECTORY/spec.md as the starting point
    • Set SPEC_FILE to SPECIFY_FEATURE_DIRECTORY/spec.md
    • Persist the resolved path to .specify/feature.json:
      {
        "feature_directory": "<resolved feature dir>"
      }
      Write the actual resolved directory path value (for example, specs/003-user-auth), not the literal string SPECIFY_FEATURE_DIRECTORY. This allows downstream commands (/speckit-plan, /speckit-tasks, etc.) to locate the feature directory without relying on git branch name conventions.

    IMPORTANT:

    • You must only create one feature per /speckit-specify invocation
    • The spec directory name and the git branch name are independent — they may be the same but that is the user's choice
    • The spec directory and file are always created by this command, never by the hook
  4. Load .specify/templates/spec-template.md to understand required sections.
  5. Follow this execution flow:
    1. Parse user description from arguments If empty: ERROR "No feature description provided"
    2. Extract key concepts from description Identify: actors, actions, data, constraints
    3. For unclear aspects:
      • Make informed guesses based on context and industry standards
      • Only mark with [NEEDS CLARIFICATION: specific question] if:
        • The choice significantly impacts feature scope or user experience
        • Multiple reasonable interpretations exist with different implications
        • No reasonable default exists
      • LIMIT: Maximum 3 [NEEDS CLARIFICATION] markers total
      • Prioritize clarifications by impact: scope > security/privacy > user experience > technical details
    4. Fill User Scenarios & Testing section If no clear user flow: ERROR "Cannot determine user scenarios"
    5. Generate Functional Requirements Each requirement must be testable Use reasonable defaults for unspecified details (document assumptions in Assumptions section)
    6. Define Success Criteria Create measurable, technology-agnostic outcomes Include both quantitative metrics (time, performance, volume) and qualitative measures (user satisfaction, task completion) Each criterion must be verifiable without implementation details
    7. Identify Key Entities (if data involved)
    8. Return: SUCCESS (spec ready for planning)
  6. Write the specification to SPEC_FILE using the template structure, replacing placeholders with concrete details derived from the feature description (arguments) while preserving section order and headings.
  7. Specification Quality Validation: After writing the initial spec, validate it against quality criteria:

    a. Create Spec Quality Checklist: Generate a checklist file at SPECIFY_FEATURE_DIRECTORY/checklists/requirements.md using the checklist template structure with these validation items:

    # Specification Quality Checklist: [FEATURE NAME]
    
    **Purpose**: Validate specification completeness and quality before proceeding to planning
    **Created**: [DATE]
    **Feature**: [Link to spec.md]
    
    ## Content Quality
    
    - [ ] No implementation details (languages, frameworks, APIs)
    - [ ] Focused on user value and business needs
    - [ ] Written for non-technical stakeholders
    - [ ] All mandatory sections completed
    
    ## Requirement Completeness
    
    - [ ] No [NEEDS CLARIFICATION] markers remain
    - [ ] Requirements are testable and unambiguous
    - [ ] Success criteria are measurable
    - [ ] Success criteria are technology-agnostic (no implementation details)
    - [ ] All acceptance scenarios are defined
    - [ ] Edge cases are identified
    - [ ] Scope is clearly bounded
    - [ ] Dependencies and assumptions identified
    
    ## Feature Readiness
    
    - [ ] All functional requirements have clear acceptance criteria
    - [ ] User scenarios cover primary flows
    - [ ] Feature meets measurable outcomes defined in Success Criteria
    - [ ] No implementation details leak into specification
    
    ## Notes
    
    - Items marked incomplete require spec updates before `/speckit-clarify` or `/speckit-plan`

    b. Run Validation Check: Review the spec against each checklist item:

    • For each item, determine if it passes or fails
    • Document specific issues found (quote relevant spec sections)

    c. Handle Validation Results:

    • If all items pass: Mark checklist complete and proceed to step 8
    • If items fail (excluding [NEEDS CLARIFICATION]):
      1. List the failing items and specific issues
      2. Update the spec to address each issue
      3. Re-run validation until all items pass (max 3 iterations)
      4. If still failing after 3 iterations, document remaining issues in checklist notes and warn user
    • If [NEEDS CLARIFICATION] markers remain:
      1. Extract all [NEEDS CLARIFICATION: ...] markers from the spec
      2. LIMIT CHECK: If more than 3 markers exist, keep only the 3 most critical (by scope/security/UX impact) and make informed guesses for the rest
      3. For each clarification needed (max 3), present options to user in this format:

        ## Question [N]: [Topic]
        
        **Context**: [Quote relevant spec section]
        
        **What we need to know**: [Specific question from NEEDS CLARIFICATION marker]
        
        **Suggested Answers**:
        
        | Option | Answer | Implications |
        |--------|--------|--------------|
        | A      | [First suggested answer] | [What this means for the feature] |
        | B      | [Second suggested answer] | [What this means for the feature] |
        | C      | [Third suggested answer] | [What this means for the feature] |
        | Custom | Provide your own answer | [Explain how to provide custom input] |
        
        **Your choice**: _[Wait for user response]_
      4. CRITICAL - Table Formatting: Ensure markdown tables are properly formatted:
        • Use consistent spacing with pipes aligned
        • Each cell should have spaces around content: | Content | not |Content|
        • Header separator must have at least 3 dashes: |--------|
        • Test that the table renders correctly in markdown preview
      5. Number questions sequentially (Q1, Q2, Q3 - max 3 total)
      6. Present all questions together before waiting for responses
      7. Wait for user to respond with their choices for all questions (e.g., "Q1: A, Q2: Custom - [details], Q3: B")
      8. Update the spec by replacing each [NEEDS CLARIFICATION] marker with the user's selected or provided answer
      9. Re-run validation after all clarifications are resolved

    d. Update Checklist: After each validation iteration, update the checklist file with current pass/fail status

  8. Report completion to the user with:
    • SPECIFY_FEATURE_DIRECTORY — the feature directory path
    • SPEC_FILE — the spec file path
    • Checklist results summary
    • Readiness for the next phase (/speckit-clarify or /speckit-plan)
  9. Check for extension hooks: After reporting completion, check if .specify/extensions.yml exists in the project root.
    • If it exists, read it and look for entries under the hooks.after_specify key
    • If the YAML cannot be parsed or is invalid, skip hook checking silently and continue normally
    • Filter out hooks where enabled is explicitly false. Treat hooks without an enabled field as enabled by default.
    • For each remaining hook, do not attempt to interpret or evaluate hook condition expressions:
      • If the hook has no condition field, or it is null/empty, treat the hook as executable
      • If the hook defines a non-empty condition, skip the hook and leave condition evaluation to the HookExecutor implementation
    • When constructing slash commands from hook command names, replace dots (.) with hyphens (-). For example, speckit.git.commit → /speckit-git-commit.
    • For each executable hook, output the following based on its optional flag:
      • Optional hook (optional: true):
        ## Extension Hooks
        
        **Optional Hook**: {extension}
        Command: `/{command}`
        Description: {description}
        
        Prompt: {prompt}
        To execute: `/{command}`
      • Mandatory hook (optional: false):
        ## Extension Hooks
        
        **Automatic Hook**: {extension}
        Executing: `/{command}`
        EXECUTE_COMMAND: {command}
    • If no hooks are registered or .specify/extensions.yml does not exist, skip silently

NOTE: Branch creation is handled by the before_specify hook (git extension). Spec directory and file creation are always handled by this core command.

Quick Guidelines

  • Focus on WHAT users need and WHY.
  • Avoid HOW to implement (no tech stack, APIs, code structure).
  • Written for business stakeholders, not developers.
  • DO NOT create any checklists that are embedded in the spec. That will be a separate command.

Section Requirements

  • Mandatory sections: Must be completed for every feature
  • Optional sections: Include only when relevant to the feature
  • When a section doesn't apply, remove it entirely (don't leave as "N/A")

For AI Generation

When creating this spec from a user prompt:

  1. Make informed guesses: Use context, industry standards, and common patterns to fill gaps
  2. Document assumptions: Record reasonable defaults in the Assumptions section
  3. Limit clarifications: Maximum 3 [NEEDS CLARIFICATION] markers - use only for critical decisions that:
    • Significantly impact feature scope or user experience
    • Have multiple reasonable interpretations with different implications
    • Lack any reasonable default
  4. Prioritize clarifications: scope > security/privacy > user experience > technical details
  5. Think like a tester: Every vague requirement should fail the "testable and unambiguous" checklist item
  6. Common areas needing clarification (only if no reasonable default exists):
    • Feature scope and boundaries (include/exclude specific use cases)
    • User types and permissions (if multiple conflicting interpretations possible)
    • Security/compliance requirements (when legally/financially significant)

Examples of reasonable defaults (don't ask about these):

  • Data retention: Industry-standard practices for the domain
  • Performance targets: Standard web/mobile app expectations unless specified
  • Error handling: User-friendly messages with appropriate fallbacks
  • Authentication method: Standard session-based or OAuth2 for web apps
  • Integration patterns: Use project-appropriate patterns (REST/GraphQL for web services, function calls for libraries, CLI args for tools, etc.)

Success Criteria Guidelines

Success criteria must be:

  1. Measurable: Include specific metrics (time, percentage, count, rate)
  2. Technology-agnostic: No mention of frameworks, languages, databases, or tools
  3. User-focused: Describe outcomes from user/business perspective, not system internals
  4. Verifiable: Can be tested/validated without knowing implementation details

Good examples:

  • "Users can complete checkout in under 3 minutes"
  • "System supports 10,000 concurrent users"
  • "95% of searches return results in under 1 second"
  • "Task completion rate improves by 40%"

Bad examples (implementation-focused):

  • "API response time is under 200ms" (too technical, use "Users see results instantly")
  • "Database can handle 1000 TPS" (implementation detail, use user-facing metric)
  • "React components render efficiently" (framework-specific)
  • "Redis cache hit rate above 80%" (technology-specific)

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.