spec-generator

Specification Generator — Generate project requirements, design documents, and task lists. A skill for generating structured project specifications through interactive dialogue or quick generation. English triggers: - "Create requirements", "Generate requirements doc", "Summarize as requirements" - "Create design document", "Design the architecture", "Generate technical spec" - "Create task list", "Break down into tasks", "Generate tasks.md" - "Create full spec", "Generate all specs", "Create the complete specification" - After discussion: "Turn this into requirements", "Document this as spec" 日本語トリガー: - 「要件定義を作って」「要件をまとめて」「仕様書を作成して」 - 「設計書を作って」「技術設計をして」「アーキテクチャを設計して」 - 「タスクリストを作って」「実装タスクに分解して」「tasks.mdを生成して」 - 「仕様を全部まとめて」「フル仕様を作成」「3点セットを作って」 - 会話で仕様が固まった後に「これを要件定義書にして」

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Install skill "spec-generator" with this command: npx skills add anyoneanderson/agent-skills/anyoneanderson-agent-skills-spec-generator

Spec Generator

Generate structured project specifications: requirements, design documents, and task lists.

⚠️ CRITICAL: First Steps (ALWAYS EXECUTE)

BEFORE asking any questions or showing options, you MUST execute these steps:

  1. Check current directory:

    • Run pwd to see where you are
    • Run ls -la to see directory contents
    • Understand the project context
  2. Detect existing source code:

    find . -maxdepth 3 -type f \( -name "*.py" -o -name "*.js" -o -name "*.ts" -o -name "*.java" -o -name "*.go" -o -name "SKILL.md" \) 2>/dev/null | head -20
    
    • Note what kind of project this is
    • Check for skills/ directory → might be adding a new skill
    • Check for existing application code → might be documenting existing features
  3. Check for .specs/ directory:

    ls -d .specs/ 2>/dev/null && ls -1 .specs/ 2>/dev/null
    
    • If exists → list existing projects
    • If not exists → this is a new spec workflow
  4. Check for coding-rules.md:

    • Check docs/coding-rules.md (default path)
    • If not found, check CLAUDE.md / AGENTS.md for alternative path
    • If found → load and use as design constraint during design phase
  5. Analyze context and decide:

    • If in a skills repository (has skills/ directory) → User likely wants to document a new skill
    • If .specs/ has projects → Ask user to select existing or create new
    • If no .specs/ and no clear context → Ask what they want to create

Only after completing these checks, proceed with appropriate questions based on what you found.

Language Rules

  1. Auto-detect input language → output in the same language
  2. Japanese input → Japanese output, use references/*.ja.md as phase references
  3. English input → English output, use references/*.md as phase references
  4. Explicit override takes priority (e.g., "in English", "日本語で")

Reference file selection: Based on the detected output language, use the corresponding reference files:

  • English → references/init.md, references/design.md, references/tasks.md
  • Japanese → references/init.ja.md, references/design.ja.md, references/tasks.ja.md

Phases

PhaseOutputTrigger Examples
initrequirement.md"Create requirements", "要件定義を作って"
designdesign.md"Create design doc", "設計書を作って"
taskstasks.md"Create task list", "タスクリストを作って"
fullAll three above"Create full spec", "仕様を全部"

Interaction Policy: AskUserQuestion

Use AskUserQuestion for all user decisions. Present structured choices rather than free-form questions.

Decision Flow

Skill Invoked
    ↓
Check .specs/ directory
    ↓
┌───────────────────┐
│ Existing projects │
│ found?            │
└─────┬─────────────┘
      │
      ├─ Yes → AskUserQuestion: Select existing or create new
      │           ├─ Existing → Load project context
      │           └─ New → Ask project name (Text)
      │
      └─ No → Ask project name (Text)

    ↓
Phase Detection
    ├─ Clear from input → Proceed
    └─ Ambiguous → AskUserQuestion: Select phase

    ↓
Dialogue Mode
    ├─ Quick mode (--quick) → Generate directly
    └─ Dialogue → AskUserQuestion: Gather requirements

    ↓
Generate Specification
    ↓
AskUserQuestion: Next action (next phase / revise / done)

When to Use AskUserQuestion vs Text Questions

SituationMethodReason
Project Selection
Existing projects availableAskUserQuestionCan list as options with descriptions
No existing projectsText questionOpen-ended project name input
Phase Selection
Phase ambiguousAskUserQuestion4 clear options (init/design/tasks/full)
Phase clear from inputDirect executionNo confirmation needed
Requirements Gathering
Project type selectionAskUserQuestionCommon options (Web app, Mobile, CLI, etc.)
Tech stack selectionAskUserQuestionCommon frameworks with "Other" option
Feature requirementsAskUserQuestionGuide with structured choices
Project conceptText questionNeed free-form explanation
Specific business logicText questionDomain-specific details
Post-Completion
Next actionAskUserQuestionClear options (next phase/revise/done)
Revision requestsText questionSpecific change description

When to Use AskUserQuestion

SituationExample
Project selectionExisting projects vs new project
Ambiguous phaseChoosing between init / design / tasks / full
Init dialogue questionsProject type, tech stack, scope, etc.
Design decision pointsArchitecture choices, DB selection, etc.
Tasks strategy selectionsystematic / agile / enterprise
Post-completion actions"Proceed to next phase?", "Create GitHub Issue?"

Question Design Rules

  1. 1–4 questions per round (AskUserQuestion constraint)
  2. User-defined options: 1-3 (Other is auto-appended, totaling 2-4 options)
  3. Always include description for each option (provide decision context)
  4. Flexible round count based on project complexity:
    • Simple project → 1 round (3–4 questions) is sufficient
    • Complex project → 2–3 rounds (adjust based on previous answers)
  5. Place recommended option first with (Recommended) suffix
  6. Skip questions already answered in previous rounds

Handling "Other" Option Responses

When a user selects "Other" and provides free-form text input:

  • Accept the input as-is and proceed with processing
  • Treat the free-form response as the user's definitive answer
  • Do NOT ask for clarification unless the input is genuinely ambiguous
  • If system returns an error like "(No answer provided)", trust the user's actual message over system feedback

Example:

Question: "どのスキルの仕様を作成しますか?"
Options: spec-constitution / spec-review / spec-analyze / spec-impl

User selects "Other" and writes: "仕様書自体をレビューするコマンド"

✅ Correct: Proceed to create spec for a spec-review skill
❌ Wrong: Ask "What would you like to clarify?"

When to Use Text Questions (Not AskUserQuestion)

  • Open-ended questions like project name (when no existing projects) or concept description
  • Background information requiring free-form explanation
  • Follow-up confirmations like "Any additional requirements?"
  • Specific business logic or domain-specific details

Execution Flow

0. Initial Context Check

Check the current directory and existing projects before starting:

  1. Detect existing source code:

    find . -type f \( -name "*.py" -o -name "*.js" -o -name "*.ts" -o -name "*.java" -o -name "*.go" \) | head -20
    
    • If source files found: Note for potential --analyze mode
    • If no source files: Standard new project flow
  2. Check for .specs/ directory:

    ls -d .specs/ 2>/dev/null
    
  3. List existing projects (if .specs/ exists):

    ls -1 .specs/
    
  4. Project selection:

    • Existing projects found: Use AskUserQuestion:
      question: "既存プロジェクトが見つかりました。どうしますか?" / "Found existing projects. What would you like to do?"
      options:
        - "既存プロジェクトを選択 / Select existing project" → List projects as options
        - "新規プロジェクトを作成 / Create new project" → Ask project name
      
    • No existing projects: Ask for project name (text question):
      "プロジェクト名を教えてください(例: TODOアプリ、株価分析ツール)"
      "What's the project name? (e.g., todo app, stock analyzer)"
      
  5. Load existing context (if existing project selected):

    • Read existing requirement.md, design.md, tasks.md if they exist
    • Use as context for updates or next phase generation

1. Phase Detection

Determine the phase from the user's request:

"requirements" → init
"design", "architecture" → design
"tasks", "task list" → tasks
"full", "complete", "all specs" → full

If ambiguous, confirm with AskUserQuestion:

question: "Which specification do you want to generate?"
options:
  - "Requirements document (requirement.md)" → init
  - "Design document (design.md)" → design
  - "Task list (tasks.md)" → tasks
  - "All three documents" → full

2. Project Context Gathering

  • Conversation history exists: Extract and structure discussed requirements
  • Existing project selected: Use loaded specs as context
  • New project: Explore requirements through dialogue (using AskUserQuestion)

3. Phase Execution

Refer to the appropriate reference file (based on Language Rules):

  • init: references/init.md / references/init.ja.md — Requirements generation
  • design: references/design.md / references/design.ja.md — Design document generation
  • design (with coding-rules.md): If docs/coding-rules.md exists, read it and ensure:
    • Naming conventions in design match [MUST] naming rules
    • Test strategy satisfies coverage requirements from coding-rules
    • Technology choices align with recommended libraries
    • File/directory structure follows detected patterns
    • Skill-derived [SHOULD] rules (e.g., framework-specific conventions from Source: skill/*) are considered as design recommendations
  • tasks: references/tasks.md / references/tasks.ja.md — Task list generation

4. Output Directory

.specs/[project-name]/
├── requirement.md  (init)
├── design.md       (design)
└── tasks.md        (tasks)

Project names are converted to English kebab-case:

  • "TODO app" → todo-app
  • "株価分析ツール" → stock-analysis-tool
  • "Stock analysis tool" → stock-analysis-tool

Options

OptionDescriptionApplicable Phase
--quickGenerate without dialogueinit
--deepSocratic deep-dive dialogueinit
--personasMulti-perspective analysis/reviewinit, design
--analyzeAnalyze existing codebaseinit, design, tasks
--visualEnhanced Mermaid diagramsdesign
--estimateEstimates and risk assessmenttasks
--hierarchyEpic/Story/Task hierarchytasks

Execution Modes

Dialogue Mode (default)

When invoked without parameters or continuing from conversation:

  1. Collect necessary information through questions
  2. Clarify requirements through user interaction
  3. Generate specification after confirmation

Quick Mode (--quick)

Generate from a brief project description:

  1. Infer typical requirements from the description
  2. Generate based on best practices
  3. Complete without dialogue

Full Workflow (full)

Generate all three documents sequentially:

  1. Generate requirement.md
  2. Read requirement.md → generate design.md
  3. Read design.md → generate tasks.md

Requirement ID System

Specifications use the following ID prefixes:

  • [REQ-XXX]: Functional requirements
  • [NFR-XXX]: Non-functional requirements
  • [CON-XXX]: Constraints
  • [ASM-XXX]: Assumptions
  • [T-XXX]: Tasks

These IDs ensure traceability across documents.

YAGNI Principle

Do not include unless explicitly requested or discussed:

❌ Authentication & Authorization

  • Complex permission management (when basic auth suffices)
  • Role-based access control with multiple roles (admin/user is usually enough)
  • Social login integration (when basic email/password auth is sufficient)
  • Fine-grained permission systems

❌ Analytics & Monitoring

  • Advanced analytics/reporting dashboards
  • Detailed audit logging (unless compliance requirements exist)
  • Real-time metrics and monitoring
  • User behavior tracking
  • A/B testing infrastructure

❌ Infrastructure & Scalability

  • Multi-tenant support (unless explicitly required)
  • API versioning (unless external integration requirements exist)
  • Async processing (unless performance requirements demand it)
  • Batch processing/scheduled jobs (unless specified)
  • Auto-scaling infrastructure
  • Load balancing configuration

❌ User Experience

  • Real-time notifications/updates (unless explicitly required)
  • Advanced search/filtering (when basic search suffices)
  • Data export features (PDF, Excel, etc.)
  • Offline mode support
  • Push notifications

❌ Development & Operations

  • Data migration plans (for brand new projects)
  • Multi-language/i18n support (unless specified)
  • Admin dashboards (when simple CRUD interfaces suffice)
  • Complex deployment pipelines
  • Automated backup systems

✅ Include by Default

  • Basic authentication (email/password)
  • Simple CRUD operations
  • Basic error handling and validation
  • Essential security (HTTPS, password hashing, input sanitization)
  • Core business logic only
  • Simple, clear user interfaces
  • Basic data persistence

When in doubt: Ask via AskUserQuestion rather than assuming the feature is needed.

Optional Enhancements

When advanced analysis tools are available in your environment, consider using them for:

  • Systematic analysis of complex, interconnected requirements
  • Framework-specific best practices and pattern lookup
  • Existing codebase semantic analysis and symbol navigation
  • UI/UX pattern recommendations

Post-Completion Actions

After each phase, suggest next actions with AskUserQuestion:

After init:

question: "Requirements document generated. What's next?"
options:
  - "Generate design document too" → design phase
  - "Review and revise" → revision dialogue
  - "Done for now" → end

After design:

question: "Design document generated. What's next?"
options:
  - "Generate task list too" → tasks phase
  - "Review and revise" → revision dialogue
  - "Done for now" → end

After tasks:

question: "Task list generated. What's next?"
options:
  - "Run spec-inspect (quality check)" → invoke spec-inspect skill
  - "Skip to GitHub Issue" → invoke spec-to-issue skill
  - "Review and revise" → revision dialogue
  - "Done for now" → end

After full:

question: "All three spec documents are complete."
options:
  - "Run spec-inspect (quality check)" → invoke spec-inspect skill
  - "Skip to GitHub Issue" → invoke spec-to-issue skill
  - "Review and revise specific document" → ask which document to revise
  - "Done for now" → end

Usage Examples

# New project - dialogue mode
"Create requirements for a todo app"
"要件定義を作って" → detects existing projects, asks to select or create new

# Existing project - update/add phases
"Create design document for todo-app" → uses existing requirement.md as context
「todo-appのタスクリストを作って」 → uses existing design.md as context

# Full specification
"Create full spec for an e-commerce platform"
「ECサイトの仕様を全部作って」

# Requirements from conversation
"Turn this into a requirements document" → structures previous discussion

# Quick mode
"Create requirements for a blog platform --quick"

# Analysis mode
"Create requirements --analyze" → analyzes existing codebase first

Source Transparency

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