Agent Skills: Documentation Pipeline (Orchestrator)

Creates complete project documentation system (project docs, reference, tasks, tests). Use when bootstrapping docs from scratch or regenerating all.

UncategorizedID: levnikolaevich/claude-code-skills/ln-100-documents-pipeline

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skills-catalog/ln-100-documents-pipeline/SKILL.md

Skill Metadata

Name
ln-100-documents-pipeline
Description
"Creates complete project documentation system (project docs, reference, tasks, tests). Use when bootstrapping docs from scratch or regenerating all."

Paths: File paths (shared/, references/, ../ln-*) are relative to skills repo root. If not found at CWD, locate this SKILL.md directory and go up one level for repo root. If shared/ is missing, fetch files via WebFetch from https://raw.githubusercontent.com/levnikolaevich/claude-code-skills/master/skills/{path}.

Type: L1 Top Orchestrator Category: 1XX Documentation Pipeline

Documentation Pipeline (Orchestrator)

This skill orchestrates the creation of a complete documentation system by invoking one L2 coordinator plus 3 L2 workers. The coordinator (ln-110) delegates to 5 L3 workers for project docs; other L2 workers handle reference, tasks, and test domains. Each component validates its own output, and the orchestrator owns the final docs-quality acceptance gate.

Purpose

Top-level orchestrator that creates a complete project documentation system in one invocation. Chains ln-110 coordinator + ln-120/130/140 workers sequentially, then runs global cleanup (deduplication, orphan reporting, cross-link validation).

Runtime Contract

MANDATORY READ: Load shared/references/coordinator_runtime_contract.md, shared/references/docs_pipeline_runtime_contract.md, shared/references/docs_generation_summary_contract.md

Runtime family: docs-pipeline-runtime

Identifier:

  • docs-pipeline

Phases:

  1. PHASE_0_CONFIG
  2. PHASE_1_LEGACY_SCAN
  3. PHASE_2_CONFIRMATION
  4. PHASE_3_DELEGATE
  5. PHASE_4_QUALITY_GATE
  6. PHASE_5_CLEANUP
  7. PHASE_6_SELF_CHECK

Component summary contract:

  • ln-110, ln-120, ln-130, ln-140 write or return docs-generation envelopes
  • ln-100 consumes those summaries plus docs-quality checkpoints as orchestration SSOT

Architecture

ln-100-documents-pipeline (L1 Top Orchestrator - this skill)
|- ln-110-project-docs-coordinator (L2 Coordinator)
|  |- ln-111-root-docs-creator (L3 Worker) -> 5 docs
|  |- ln-112-project-core-creator (L3 Worker) -> 3 docs
|  |- ln-113-backend-docs-creator (L3 Worker) -> 2 conditional
|  |- ln-114-frontend-docs-creator (L3 Worker) -> 1 conditional
|  `- ln-115-devops-docs-creator (L3 Worker) -> 1 always + 1 conditional
|- ln-120-reference-docs-creator (L2 Worker)
|- ln-130-tasks-docs-creator (L2 Worker)
`- ln-140-test-docs-creator (L2 Worker - optional)

When to Use This Skill

This skill should be used when:

  • Start a new IT project and need complete documentation system at once
  • Use automated workflow instead of manually invoking multiple workers
  • Create entire documentation structure (AGENTS.md canonical + CLAUDE.md + GEMINI.md import stubs -> docs/) in one go
  • Prefer orchestrated CREATE path over manual skill chaining
  • Need automatic global cleanup (deduplication, orphaned files, consolidation)

Alternative: If you prefer granular control, invoke workers manually:

  1. ln-110-project-docs-coordinator - Root + Project docs (coordinates 5 L3 workers)
  2. ln-120-reference-docs-creator - reference/ structure
  3. ln-130-tasks-docs-creator - tasks/README.md + kanban
  4. ln-140-test-docs-creator - tests/README.md (optional)

MANDATORY READ: Load shared/references/docs_quality_contract.md.

Note: Each worker validates its own local output in Phase 2/3. The orchestrator still owns the final docs-quality manifest, verification, and repair loop before cleanup can continue.

Workflow

The skill follows a 5-phase orchestration workflow: Legacy Migration (optional) -> User confirmation -> Invoke coordinator + workers sequentially -> Global cleanup -> Summary.


Phase 0: Source Documentation Cleanup (OPTIONAL)

Objective: Detect non-canonical documentation, normalize any useful facts, and remove duplicate documentation paths before generation.

Trigger: Runs at pipeline start when the repo already contains documentation outside the canonical layout.

Process:

0a. Non-Canonical Source Detection:

  • Scan project for non-standard documentation using patterns from references/legacy_detection_patterns.md:
    • Root .md files: ARCHITECTURE.md, REQUIREMENTS.md, STACK.md, API.md, DATABASE.md, DEPLOYMENT.md
    • Non-canonical folders: documentation/, doc/, wiki/, or docs/ with wrong structure
    • README.md sections: ## Architecture, ## Tech Stack, ## Requirements, etc.
    • CONTRIBUTING.md sections: ## Development, ## Code Style, ## Coding Standards
  • Build source_manifest: list of { path, detected_type, target_doc, confidence }
  • If no non-canonical docs are found -> skip to Phase 1

0b. Fact Extraction:

  • For each detected source file:
    • Parse markdown structure (headers, lists, code blocks)
    • Apply type-specific extractor (MANDATORY READ: Load references/legacy_detection_patterns.md):
      • architecture_extractor -> { layers[], components[], diagrams[] }
      • requirements_extractor -> { functional[], non_functional[] }
      • tech_stack_extractor -> { frontend, backend, database, versions }
      • principles_extractor -> { principles[], anti_patterns[] }
      • api_spec_extractor -> { endpoints[], authentication }
      • database_schema_extractor -> { tables[], relationships[] }
      • runbook_extractor -> { prerequisites[], install_steps[], env_vars[] }
      • infrastructure_extractor -> { servers[], domains[], ports[], services[], artifacts{}, cicd{} }
    • Score content quality (0.0-1.0)
  • Store results in source_notes

0c. User Confirmation:

  • Display detected non-canonical files:
    Non-Canonical Documentation Detected:
    
    | File | Type | Confidence | Target |
    |------|------|------------|--------|
    | README.md (## Architecture) | architecture | HIGH | docs/project/architecture.md |
    | docs/ARCHITECTURE.md | architecture | HIGH | docs/project/architecture.md |
    | CONTRIBUTING.md (## Development) | principles | MEDIUM | docs/principles.md |
    
    Cleanup Options:
    1. NORMALIZE (recommended): Extract facts -> Archive -> Remove duplicate sources
    2. ARCHIVE ONLY: Backup without extraction
    3. SKIP: Leave non-canonical docs as-is (may cause duplication)
    
    Choose option (1/2/3): _
    
  • If user selects "1" (NORMALIZE):
    • Optional: "Review extracted facts before folding them into the canonical context? (yes/no)"
    • Confirm: "Proceed with cleanup and archive non-canonical files?"
  • If user selects "2" (ARCHIVE ONLY):
    • Confirm: "Archive non-canonical files to .archive/? Content will NOT be normalized."
  • If user selects "3" (SKIP):
    • Warn: "Non-canonical files will remain. This may cause duplication issues."
    • Proceed to Phase 1

0d. Backup and Archive:

  • Create .archive/source-docs-{timestamp}/ directory
  • Structure:
    .archive/
    `- source-docs-YYYY-MM-DD-HHMMSS/
        |- README_cleanup.md          # Rollback instructions
        |- original/                  # Exact copies of non-canonical files
        |  |- README.md
        |  |- ARCHITECTURE.md
        |  `- documentation/
        `- extracted/                 # Extracted facts (for reference)
            |- architecture_content.md
            `- principles_content.md
    
  • Copy all detected source files to original/
  • Save extracted facts to extracted/
  • Generate README_cleanup.md with rollback instructions

0e. Context Normalization:

  • Build SOURCE_DOC_NOTES from extracted facts:
    {
      "SOURCE_DOC_NOTES": {
        "architecture_notes": { "sections": [...], "diagrams": [...] },
        "requirements_notes": { "functional": [...] },
        "principles_notes": { "principles": [...] },
        "tech_stack_notes": { "frontend": "...", "backend": "..." },
        "api_notes": { "endpoints": [...] },
        "database_notes": { "tables": [...] },
        "runbook_notes": { "install_steps": [...] },
        "infrastructure_notes": { "servers": [...], "domains": [...], "ports": {} }
      }
    }
    
  • Merge extracted facts into the coordinator input as supporting evidence only
  • Workers consume normalized context fields and current source facts directly; there is no legacy-only branch
  • Priority order: Current source facts + normalized project documentation > template defaults

0f. Cleanup (Non-Canonical Files):

  • For root-level files (README.md, CONTRIBUTING.md):
    • Do NOT delete
    • Remove duplicated sections using Edit tool
    • Add links to new locations:
      • ## Architecture -> replace with link: [Architecture](docs/project/architecture.md)
      • ## Tech Stack -> replace with link: [Tech Stack](docs/project/tech_stack.md)
  • For standalone non-canonical files (ARCHITECTURE.md, documentation/):
    • Delete files (already backed up)
    • Log: "Deleted: ARCHITECTURE.md (migrated to docs/project/architecture.md)"
  • Clean empty non-canonical directories

Output: cleanup_summary { normalized_count, archived_count, skipped_count, source_doc_notes }

Phase 1: User Confirmation

Objective: Check existing files, explain workflow, and get user approval.

Process:

  1. Cleanup Summary (if Phase 0 ran):

    • Show: "Normalized {N} non-canonical documents"
    • Show: "Archived to .archive/source-docs-{date}/"
    • Show: "Coordinator input enriched with normalized source notes"
  2. Pre-flight Check (scan existing documentation):

    • Use Glob tool to check all potential files:
      • Root docs (6 files): AGENTS.md, CLAUDE.md, GEMINI.md, docs/README.md, docs/documentation_standards.md, docs/principles.md
      • Reference structure (5 items): docs/reference/README.md, docs/reference/adrs/, docs/reference/guides/, docs/reference/manuals/, docs/reference/research/
      • Tasks docs (2 files): docs/tasks/README.md, docs/tasks/kanban_board.md
      • Project docs (up to 8 files): docs/project/requirements.md, architecture.md, tech_stack.md, api_spec.md, database_schema.md, design_guidelines.md, infrastructure.md, runbook.md
      • Test docs (2 files): docs/reference/guides/testing-strategy.md, tests/README.md
    • Count existing vs missing files
    • Show user summary:
      Documentation Status:
      Found: X existing files
      Missing: Y files
      
      Pipeline will create ONLY missing files.
      Existing files will be preserved (no overwrites).
      
  3. Show user what will be created:

    • Root + Project documentation (AGENTS.md canonical + CLAUDE.md + GEMINI.md import stubs + docs/README.md + documentation_standards.md + principles.md + docs/project/ via ln-110-project-docs-coordinator)
    • Reference structure (docs/reference/ via ln-120-reference-docs-creator)
    • Task management docs (docs/tasks/ via ln-130-tasks-docs-creator)
    • Test documentation (tests/ via ln-140-test-docs-creator - optional)
    • Estimated time: 15-20 minutes with interactive dialog
  4. Ask: "Proceed with creating missing files? (yes/no)"

  5. Ask: "Include test documentation (tests/README.md)? (yes/no)"

Output: File scan summary + user approval + test docs preference


Phase 2: Invoke Coordinator + Workers Sequentially

Objective: Create complete documentation system by invoking L2 coordinator + 4 L2 workers in order.

Process (AUTOMATIC invocations with Skill tool):

2a. Create Root + Project Documentation:

  • Invocation: Skill(skill: "ln-110-project-docs-coordinator") -> AUTOMATIC
  • Input: Pass normalized source notes from Phase 0 when cleanup was performed
  • Behavior: Coordinator gathers context ONCE, then delegates to 5 L3 workers:
    • ln-111-root-docs-creator -> 6 root docs (AGENTS.md canonical + CLAUDE.md/GEMINI.md stubs + docs/README.md + documentation_standards.md + principles.md)
    • ln-112-project-core-creator -> 3 core docs
    • ln-113-backend-docs-creator -> 2 conditional
    • ln-114-frontend-docs-creator -> 1 conditional (if hasFrontend)
    • ln-115-devops-docs-creator -> 2 docs: 1 always + 1 conditional
  • Output: Root docs (AGENTS.md canonical + CLAUDE.md + GEMINI.md @AGENTS.md import stubs + docs/README.md + docs/documentation_standards.md + docs/principles.md) + Project docs (docs/project/requirements.md, architecture.md, tech_stack.md, infrastructure.md + conditional: api_spec.md, database_schema.md, design_guidelines.md, runbook.md)
  • Store: Save context_store from ln-110 result (contains TECH_STACK for ln-120)
  • Validation: Each L3 worker validates output (SCOPE, metadata markers, top sections, Maintenance)
  • Verify: All documents exist before continuing

2b. Create Reference Structure + Smart Documents:

  • Invocation: Skill(skill: "ln-120-reference-docs-creator") -> AUTOMATIC
  • Input: Pass context_store from ln-110 (TECH_STACK enables smart document creation)
  • Output: docs/reference/README.md + adrs/, guides/, manuals/, research/ directories + justified ADRs/Guides/Manuals
  • Smart Creation: Creates documents only for nontrivial technology choices (see ln-120 justification rules)
  • Validation: ln-120 validates output in Phase 2/3
  • Verify: Reference hub exists before continuing

2c. Create Task Management Docs:

  • Invocation: Skill(skill: "ln-130-tasks-docs-creator") -> AUTOMATIC
  • Output: docs/tasks/README.md + optionally kanban_board.md (if user provides Linear config)
  • Validation: ln-130 validates output in Phase 2/3
  • Verify: Tasks README exists before continuing

2d. Create Test Documentation (Optional):

  • Condition: If user approved test docs in Phase 1
  • Invocation: Skill(skill: "ln-140-test-docs-creator") -> AUTOMATIC
  • Output: tests/README.md (test documentation with Story-Level Test Task Pattern)
  • Validation: ln-140 validates output in Phase 2/3
  • Skip: If "no" -> can run ln-140-test-docs-creator later manually

2e. Extract Skills from Documentation (Optional):

  • Condition: User approved skill extraction in Phase 1, or invoked manually later
  • Invocation: Skill(skill: "ln-160-docs-skill-extractor") -> AUTOMATIC
  • Input: All docs created by ln-110 through ln-140
  • Output: .claude/commands/*.md files extracted from procedural documentation sections
  • Skip: If not approved -> can run ln-160-docs-skill-extractor later manually

Output: Complete documentation system with coordinator + 4 workers completed and validated

Worker Invocation (MANDATORY)

TodoWrite format (mandatory)

Add ALL invocations to todos before starting:

- Invoke ln-110-project-docs-coordinator (pending)
- Invoke ln-120-reference-docs-creator (pending)
- Invoke ln-130-tasks-docs-creator (pending)
- Invoke ln-140-test-docs-creator (pending)
- Run Global Cleanup (Phase 3) (pending)
- Show Summary (Phase 4) (pending)

Mark each as in_progress when starting, completed when worker returns success.


Phase 3: Global Cleanup and Consolidation

Objective: Remove duplicates, orphaned files, consolidate knowledge across ALL documentation.

Trigger: Only after ALL workers complete Phase 2/3 validation.

Process:

3a. Build docs-quality manifest

Create one normalized manifest from worker outputs before any cleanup:

  1. Collect created_files, skipped_files, and quality_inputs from ln-110, ln-120, ln-130, and ln-140
  2. Merge quality_inputs.doc_paths and quality_inputs.owners, deduplicate paths, and fail fast if any worker omitted the normalized return contract
  3. Write the explicit manifest with the shared verifier:
    node {skills_repo_root}/skills-catalog/shared/scripts/docs-quality/cli.mjs manifest \
      --project-root . \
      --files "AGENTS.md,CLAUDE.md,GEMINI.md,docs/README.md,docs/project/requirements.md" \
      --output docs/project/.audit/ln-100/docs-quality-manifest.json
    
  4. Keep the manifest as the Single Source of Truth for all Phase 3 quality decisions

3b. Run centralized docs-quality verifier

Run the shared verifier against the manifest:

node {skills_repo_root}/skills-catalog/shared/scripts/docs-quality/cli.mjs verify \
  --project-root . \
  --manifest docs/project/.audit/ln-100/docs-quality-manifest.json \
  --output docs/project/.audit/ln-100/docs-quality-report.json

Verifier checks come from the shared docs-quality contract/rules and include:

  • SCOPE tags in required docs
  • Maintenance section + markers
  • Forbidden placeholders and leaked template metadata
  • Broken internal links
  • Disallowed code fences
  • Stale inline dates
  • Non-official stack documentation links

Gate: No HIGH/CRITICAL findings may remain before Phase 3 cleanup proceeds.

3c. Bounded repair loop

If verifier reports HIGH/CRITICAL findings:

  1. Pass 1 - deterministic inline fixes:
    • Add missing SCOPE tags
    • Add or complete ## Maintenance
    • Normalize broken internal links when target is obvious
    • Refresh stale generated dates
    • Remove leaked template metadata and unresolved markers
    • Replace illegal fenced code with tables, commands, or links
  2. Pass 2 - owner-scoped semantic repair:
    • Group remaining findings by quality_inputs.owners[path]
    • Re-invoke only the owning worker with the scoped findings for its files
    • Do not rerun unrelated workers
  3. Re-run the verifier after each repair pass
  4. Stop after 2 repair iterations total
  5. If any HIGH/CRITICAL findings remain, fail the pipeline instead of emitting low-quality docs

Record the verifier summary and doc-registry output in the Phase 5 final output.

3d. Scan for duplicate content

  1. Read all .md files in docs/

    • Use Glob tool: pattern: "docs/**/*.md"
    • Store list of all documentation files
  2. Identify duplicate sections:

    • For each file:
      • Read file content
      • Extract section headers (##, ###)
      • Extract section content (text between headers)
    • Compare sections across files:
      • If 2+ sections have:
        • Same heading (case-insensitive)
        • 80% content similarity (simple word overlap check)

      • Mark as duplicate
  3. Determine canonical version:

    • Rules for canonical location:
      • "Development Principles" -> principles.md (always canonical)
      • "Testing Strategy" -> testing-strategy.md (always canonical)
      • "Linear Configuration" -> tasks/kanban_board.md (always canonical)
      • For other duplicates: Keep in FIRST file encountered (alphabetical order)
  4. Remove duplicates:

    • For each duplicate section:
      • Use Edit tool to delete from non-canonical files
      • Use Edit tool to add link to canonical location:
        Canonical source: [Development Principles](../principles.md#development-principles)
        
    • Track count of removed duplicates
  5. Log results:

    • "Removed {count} duplicate sections"
    • List: "{section_name} removed from {file} (canonical: {canonical_file})"

3e. Report unexpected files (advisory)

  1. List all .md files in docs/

    • Use Glob tool: pattern: "docs/**/*.md"
  2. Check against expected structure (files created by workers + user-created reference docs)

  3. Report findings (DO NOT move/delete/archive):

    • List unexpected files with advisory message
    • User decides what to do with them
    • Log: "{count} unexpected files found (not in expected structure) -> listed for user review"

3f. Consolidate knowledge

  1. Identify scattered information:

    • Known patterns:
      • Linear config scattered: kanban_board.md + tasks/README.md
      • Development principles scattered: AGENTS.md + principles.md + architecture.md
      • Testing info scattered: testing-strategy.md + tests/README.md + architecture.md
  2. For each scattered concept:

    • Determine Single Source of Truth (SSoT):
      • Linear config -> kanban_board.md
      • Development principles -> principles.md
      • Testing strategy -> testing-strategy.md
  3. Update non-SSoT files:

    • Use Edit tool to replace duplicate content with link:
      Canonical source: [Linear Configuration](../tasks/kanban_board.md#linear-configuration)
      
    • Track consolidation count
  4. Log results:

    • "Consolidated {count} scattered concepts"
    • List: "{concept} consolidated to {SSoT_file}"

3g. Cross-link validation

  1. Scan all .md files for internal links:

    • For each file:
      • Read content
      • Extract all markdown links: [text](path)
      • Filter internal links (relative paths, not http://)
  2. Verify link targets exist:

    • For each link:
      • Resolve relative path
      • Check if target file exists (Glob tool)
      • If missing: Mark as broken
  3. Fix broken links:

    • For each broken link:
      • If target was archived: Update link to archive path
      • If target never existed: Remove link (convert to plain text)
    • Track fix count
  4. Add missing critical links:

    • AGENTS.md -> docs/README.md:
      • Read AGENTS.md
      • Check for link to docs/README.md
      • If missing: Add in "Documentation Hub" section
    • docs/README.md -> section READMEs:
      • Check for links to project/, reference/, tasks/, tests/ READMEs
      • If missing: Add
    • Track added links count
  5. Log results:

    • "Fixed {count} broken links"
    • "Added {count} missing critical links"
    • List changes

3h. Final report

Global Cleanup Complete:

Structure:
- Removed {N} duplicate sections (canonical: principles.md)
- Found {N} unexpected files (listed for user review)
- Consolidated {N} scattered concepts

Links:
- Fixed {N} broken links
- Added {N} missing critical links:
  - list of added links

Output: All documentation cleaned up, duplicates removed, unexpected files reported, knowledge consolidated, cross-links validated


Phase 4: Summary and Next Steps

Objective: Provide complete overview of created system.

Process:

  1. List all created files with sizes:

    • AGENTS.md (canonical project entry point)
    • CLAUDE.md (@AGENTS.md import stub for Claude Code)
    • GEMINI.md (@AGENTS.md import stub for Gemini CLI)
    • docs/README.md (root documentation hub)
    • docs/documentation_standards.md (60 universal requirements)
    • docs/principles.md (11 development principles)
    • docs/project/requirements.md, architecture.md, tech_stack.md + conditional documents (3-7 total)
    • docs/reference/README.md (reference hub with empty adrs/, guides/, manuals/, research/ directories)
    • docs/tasks/README.md + optionally kanban_board.md
    • tests/README.md (if created)
  2. Show documentation system features:

    • SCOPE tags (document boundaries defined)
    • Maintenance sections (update triggers + verification)
    • README hub (central navigation)
    • DAG structure (Directed Acyclic Graph navigation)
    • Living documentation ready
    • Deduplicated content (canonical sources only)
    • Validated cross-links (no broken links)
  3. Recommend next steps:

    • "Review generated documentation (AGENTS.md canonical + CLAUDE.md/GEMINI.md stubs -> docs/)"
    • "Run ln-210-epic-coordinator to decompose scope into Epics"
    • "Share documentation with technical stakeholders"
  4. Summarize the docs-quality gate:

    • Verifier score: X/10
    • Repair passes used: 0-2
    • Remaining warnings: list LOW/MEDIUM only

Output: Summary message with file list, verifier status, and recommendations


Complete Output Structure

project_root/
|- AGENTS.md                         # Canonical project entry point (map-first root)
|- CLAUDE.md                         # Derived Anthropic entrypoint
|- docs/
|  |- README.md                     # Root documentation hub (general standards)
|  |- documentation_standards.md    # 60 universal requirements (Claude Code + industry standards)
|  |- principles.md                 # 11 development principles (Standards First, YAGNI, KISS, DRY, etc.)
|  |- project/
|  |  |- requirements.md           # Functional Requirements (NO NFR per project policy)
|  |  |- architecture.md           # arc42-based architecture with C4 Model
|  |  |- tech_stack.md             # Technology versions, Docker config
|  |  |- api_spec.md               # API endpoints (conditional)
|  |  |- database_schema.md        # Database schema (conditional)
|  |  |- design_guidelines.md      # UI/UX system (conditional)
|  |  |- infrastructure.md         # Infrastructure inventory (always)
|  |  `- runbook.md                # Operations guide (conditional)
|  |- reference/
|  |  |- README.md                 # Reference documentation hub (registries)
|  |  |- adrs/                     # Empty, ready for ADRs
|  |  |- guides/                   # Empty, ready for guides
|  |  |- manuals/                  # Empty, ready for manuals
|  |  `- research/                 # Empty, ready for research
|  |- tasks/
|  |  |- README.md                 # Task management system rules
|  |  `- kanban_board.md           # Linear integration (optional)
`- tests/
   `- README.md                    # Test documentation (optional)

Integration with Project Workflow

Recommended workflow for new projects:

  1. ln-100-documents-pipeline (this skill) - Create complete documentation system
  2. ln-210-epic-coordinator - Decompose scope into Epics (Linear Projects)
  3. ln-220-story-coordinator - Create User Stories for each Epic (automatic decomposition + replan)
  4. ln-300-task-coordinator - Break down Stories into implementation tasks (automatic decomposition + replan)
  5. ln-310-multi-agent-validator - Verify Stories before development
  6. ln-400-story-executor - Orchestrate Story implementation
  7. Story quality gate - Review completed Stories

Trade-offs

Trade-offs:

  • Less granular control (can't skip coordinator phases)
  • Longer execution time (15-20 minutes)
  • Global cleanup runs even if only one file was created

When to use manual approach instead:

  • Need one specific ADR/guide/manual -> use shared/templates/ + shared/references/documentation_creation.md

Documentation Standards

All documents created by this pipeline MUST follow these rules:

| Rule | Description | Enforcement | |------|-------------|-------------| | NO_CODE Rule | Documents describe contracts, not implementations | No code blocks >5 lines; use tables/ASCII/links | | Stack Adaptation | Links must match project TECH_STACK | .NET -> Microsoft docs, JS -> MDN | | Format Priority | Tables/ASCII > Lists (enumerations only) > Text | Tables for params, config, alternatives |

These standards are enforced by L3 workers (ln-111-115), ln-120/130/140, and the shared docs-quality gate.


Error Handling

If any invoked skill fails:

  1. Notify user which skill failed
  2. Show error message from failed skill
  3. Recommend manual invocation for debugging
  4. List already completed steps (partial progress)

Technical Implementation Notes

Skill Invocation:

  • Uses Skill tool with command parameter
  • Waits for each skill to complete before proceeding
  • Verifies output files exist before moving to next phase

File Verification:

  • Uses Glob tool to check docs/project/ structure
  • Lists file sizes for user confirmation
  • Warns if expected files missing

Global Cleanup:

  • Uses Glob tool to find all .md files
  • Uses Read tool to analyze content
  • Uses Edit tool to remove duplicates and add links
  • Reports unexpected files (advisory, no auto-archive)

Docs-Quality Gate:

  • Uses shared/scripts/docs-quality/cli.mjs to build a manifest from worker outputs
  • Uses the shared verifier before cleanup and again after repair passes
  • Fails fast on unresolved HIGH/CRITICAL findings instead of emitting low-quality documentation

Standards Compliance:

  • All output follows same standards as underlying skills
  • ISO/IEC/IEEE 29148:2018 (Requirements)
  • ISO/IEC/IEEE 42010:2022 (Architecture)
  • arc42 + C4 Model + Michael Nygard's ADR Format

Critical Rules

  • Idempotent: Creates only missing files; existing files are preserved without overwrite
  • Sequential invocation: Workers must be invoked in order (ln-110 -> ln-120 -> ln-130 -> ln-140); each verified before next
  • Docs-quality gate mandatory: Phase 3 must build manifest -> run verifier -> execute bounded repair loop before cleanup continues
  • Global cleanup mandatory: Phase 3 (deduplication, orphan reporting, SSoT consolidation, cross-link validation) runs only after docs-quality gate passes
  • User confirmation required: Pre-flight check and explicit approval before any file creation
  • NO_CODE Rule: All generated documents use tables/ASCII/links; no code blocks >5 lines

Phase 5: Meta-Analysis

MANDATORY READ: Load shared/references/meta_analysis_protocol.md

Skill type: planning-coordinator. Run after all phases complete. Output to chat using the planning-coordinator format.

Reference Files

  • Non-canonical source patterns: references/legacy_detection_patterns.md
  • Worker skills: ln-110-project-docs-coordinator, ln-120-reference-docs-creator, ln-130-tasks-docs-creator, ln-140-test-docs-creator
  • Shared docs-quality contract: shared/references/docs_quality_contract.md
  • Shared verifier CLI: shared/scripts/docs-quality/cli.mjs

Definition of Done

Before completing work, verify ALL checkpoints:

Source Cleanup (Phase 0 - if applicable):

  • [ ] Non-canonical documentation patterns applied (Glob + Grep)
  • [ ] Source manifest built: { path, type, confidence, target }
  • [ ] User selected cleanup option (NORMALIZE / ARCHIVE / SKIP)
  • [ ] If NORMALIZE: facts extracted using type-specific extractors
  • [ ] Backup created: .archive/source-docs-{timestamp}/original/
  • [ ] Extracted facts saved: .archive/source-docs-{timestamp}/extracted/
  • [ ] README_cleanup.md generated with rollback instructions
  • [ ] SOURCE_DOC_NOTES prepared for coordinator input
  • [ ] Non-canonical files cleaned up (sections removed from README.md, standalone files deleted)

User Confirmation (Phase 1):

  • [ ] Migration summary shown (if Phase 0 ran)
  • [ ] Workflow explained to user (coordinator + 4 workers: ln-110 -> ln-120 -> ln-130 -> ln-140)
  • [ ] User approved: "Proceed with complete documentation system creation? (yes/no)"
  • [ ] Test docs preference captured: "Include test documentation? (yes/no)"

Coordinator + Workers Invoked Sequentially (Phase 2):

  • [ ] ln-110-project-docs-coordinator invoked -> Output verified: Root docs (AGENTS.md + CLAUDE.md + GEMINI.md + docs/README.md + docs/documentation_standards.md + docs/principles.md) + Project docs (docs/project/requirements.md, architecture.md, tech_stack.md + conditional 3-7 files)
  • [ ] ln-120-reference-docs-creator invoked -> Output verified: docs/reference/README.md + directories (adrs/, guides/, manuals/, research/) + justified ADRs/Guides/Manuals based on TECH_STACK
  • [ ] ln-130-tasks-docs-creator invoked -> Output verified: docs/tasks/README.md + optionally kanban_board.md
  • [ ] ln-140-test-docs-creator invoked (if enabled) -> Output verified: tests/README.md
  • [ ] Each component validated its own output (SCOPE, metadata markers, top sections, Maintenance, POSIX compliance)
  • [ ] Each worker returned normalized created_files, skipped_files, quality_inputs, and validation_status

File Verification Complete:

  • [ ] All expected files exist (Glob tool used to verify structure)
  • [ ] File sizes listed for user confirmation
  • [ ] Warning displayed if expected files missing

Global Cleanup Complete (Phase 3):

  • [ ] 3a: Manifest built from normalized worker outputs
  • [ ] 3b: Shared verifier executed against the manifest
  • [ ] 3c: Bounded repair loop completed; no HIGH/CRITICAL findings remain
  • [ ] 3d: Duplicate sections identified and removed (>80% similarity)
  • [ ] 3d: Links added to canonical locations (principles.md, testing-strategy.md, kanban_board.md)
  • [ ] 3e: Unexpected files reported (advisory, no auto-archive)
  • [ ] 3f: Scattered concepts consolidated to Single Source of Truth (SSoT)
  • [ ] 3g: Internal links validated (broken links fixed, critical links added)
  • [ ] 3h: Final report generated (quality gate summary, counts, lists, actions)

Summary Displayed (Phase 4):

  • [ ] All created files listed with sizes
  • [ ] Documentation system features highlighted (SCOPE, metadata markers, Quick Navigation, Agent Entry, Maintenance, README hubs, DAG structure, deduplicated content, validated links)
  • [ ] Docs-quality verifier summary shown (score, repair passes, remaining LOW/MEDIUM warnings)
  • [ ] Next steps recommended (ln-210-epic-coordinator)

Error Handling (if applicable):

  • [ ] If any worker failed: User notified which worker failed, error message shown, manual invocation recommended, partial progress listed

Output: Complete documentation system (AGENTS.md canonical + CLAUDE.md + GEMINI.md @AGENTS.md import stubs + docs/ with README.md, documentation_standards.md, principles.md + optionally tests/) with global cleanup (no duplicates, orphaned files reported, consolidated knowledge, validated cross-links)


Version: 8.1.0 Last Updated: 2025-01-12