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skills/ln-300-story-pipeline/SKILL.md
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---
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name: ln-300-story-pipeline
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description: Orchestrates complete Story workflow from task planning to Done. Delegates to ln-310-story-decomposer, ln-320-story-validator, ln-330-story-executor for full automation.
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---
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# Linear Story Processor (Orchestrator)
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Orchestrate complete Story processing workflow from task planning through verification, execution, and review. This skill coordinates existing Story lifecycle using specialized workers.
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## Overview
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### What This Skill Does
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Coordinates the complete processing pipeline for an existing Story:
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- Auto-discovers Team ID from kanban_board.md
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- Loads Story metadata ONLY (ID, title, status, labels - NO description)
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- **Phase 1:** Discovery (Team ID + Story ID)
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- **Phase 2:** Task Planning (delegates to ln-310-story-decomposer)
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- **Phase 3:** Verification & Execution Loop (ln-320-story-validator prepares tasks, ln-330-story-executor executes them, explicit delegation to ln-340-story-quality-gate Pass 1 + Pass 2)
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- **Phase 4:** Completion Report (Story Done automatically, full pipeline automation)
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### When to Use This Skill
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This skill should be used when:
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- Process existing Story from planning to completion
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- Automate full Story pipeline (tasks → verify → execute → review)
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- Story already exists in Linear (e.g., US001, API-53)
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- Need end-to-end orchestration without manual intervention
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**Prerequisites:**
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- Story exists in Linear
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- Story has Acceptance Criteria defined
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- Requirements are clear
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### When NOT to Use
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Do NOT use if:
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- Story doesn't exist → Use ln-220-story-coordinator first to create Story
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- Only need task planning → Use ln-310-story-decomposer directly
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- Only need execution → Use ln-330-story-executor directly
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- Story is vague (no AC) → Refine Story first
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---
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## Core Concepts
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### Orchestrator Pattern
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**ln-300-story-pipeline is a pure coordinator** - it does NOT execute work directly:
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- ✅ Discovers context (Team ID, Story ID)
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- ✅ Loads Story metadata ONLY (no full description)
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- ✅ Makes routing decisions (which worker to invoke)
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- ✅ Delegates all work via Skill tool
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- ✅ Manages workflow state transitions
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- ❌ Does NOT generate documents (workers do this)
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- ❌ Does NOT create/update Linear issues (workers do this)
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- ❌ Does NOT execute tasks (workers do this)
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**Workers**:
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- **ln-310-story-decomposer**: Plans and creates/replans tasks (1-6 implementation tasks)
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- **ln-320-story-validator**: Verifies Story + Tasks against industry standards, auto-fixes, approves (Backlog → Todo)
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- **ln-330-story-executor**: Executes all tasks through their workflow (Todo → In Progress → To Review → Done)
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- **ln-340-story-quality-gate**: Reviews completed Story (Pass 1: manual testing + test task creation, Pass 2: final verification → Done)
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### Workflow Pattern: Looping Orchestrator
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**Pattern**: Orchestrator reloads metadata after each worker completes, then re-evaluates state.
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**Flow**:
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`
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Phase 1: Discovery → Phase 2: Task Planning (ln-310-story-decomposer) →
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Phase 3: Loop (Verify → Execute → Review Pass 1 + explicit Pass 2 delegation) →
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[If new task created] → ln-320-story-validator revalidates Backlog tasks → ln-330-story-executor executes them →
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[All tasks Done + test task Done] → explicit Pass 2 delegation → Story Done → Phase 4: Report
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`
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**Key Principle**: After each worker, reload Story + Tasks metadata (NOT full descriptions) and decide next step.
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### Auto-Discovery
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**Team ID**: Auto-discovered from `docs/tasks/kanban_board.md` Linear Configuration table (see CLAUDE.md "Configuration Auto-Discovery").
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**Story ID**: Parsed from request: "for US001" or "for API-53" or "process US001"
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---
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## Workflow
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### Phase 0: Checkpoint Setup
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**Optional checkpoint:**
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- If `docs/tasks/checkpoints/[story_id].md` exists → mark progress checkboxes as phases complete
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- If file missing → continue without errors (checkpoint optional)
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### Phase 1: Discovery (Automated)
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Auto-discovers Team ID from `docs/tasks/kanban_board.md`.
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Parses request for:
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- **Story ID**: "for US001" or "process API-53"
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**Validation**:
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- Team ID exists in kanban_board.md
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- Story ID format valid (e.g., US001, API-53)
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Load Story metadata ONLY:
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```
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Story {
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id: string,
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title: string,
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status: string (Backlog | Todo | In Progress | To Review | Done),
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labels: string[]
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}
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```
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**NO full description loaded** - token efficiency.
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### Phase 2: Task Planning
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**Check**: Does Story have tasks?
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Query Linear: `list_issues(parentId=Story.id)`
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**Decision**:
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- **ALWAYS** delegate to ln-310-story-decomposer (Decompose-First Pattern)
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- ln-310-story-decomposer will build IDEAL plan and choose CREATE (count=0) or REPLAN (count≥1) mode automatically
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- Rationale: Stories with ≥3 tasks MUST be replanned if AC changed (current logic skips replan)
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**Invocation**:
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```
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🔄 [PROCESSOR] Phase 2: Delegating task planning to ln-310-story-decomposer
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Skill(skill: "ln-310-story-decomposer", context: {
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storyId: Story.id,
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teamId: teamId
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})
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```
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**ln-310-story-decomposer will**:
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- Analyze Story (AC, Technical Notes)
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- Build IDEAL task plan (1-6 tasks, Foundation-First execution order)
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- Create or replan tasks in Linear
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- Update kanban_board.md
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- Return: Task URLs + summary
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**After completion**: Reload Story + Tasks metadata.
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### Phase 3: Story Verification & Execution Loop
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This phase loops until Story status = "To Review".
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**Step 1: Story Verification**
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**Trigger**: Story status = "Backlog" OR Tasks exist but not verified
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Delegate to ln-320-story-validator:
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```
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🔄 [PROCESSOR] Phase 3 Step 1: Delegating verification to ln-320-story-validator
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Skill(skill: "ln-320-story-validator", context: {
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storyId: Story.id,
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teamId: teamId
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})
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```
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**ln-320-story-validator will**:
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- Load Story + Tasks descriptions (sequential, one by one)
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- Auto-fix all 16 verification criteria
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- Auto-approve (Backlog → Todo)
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- Update Story + Tasks status in Linear
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- Return: Summary (changes, guides, warnings)
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**After completion**: Reload Story + Tasks metadata.
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**Step 2: Story Execution**
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**Trigger**: Story status = "Todo" OR "In Progress"
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Delegate to ln-330-story-executor:
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```
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🔄 [PROCESSOR] Phase 3 Step 2: Delegating execution to ln-330-story-executor
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Skill(skill: "ln-330-story-executor", context: {
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storyId: Story.id,
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teamId: teamId
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})
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```
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**ln-330-story-executor will**:
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- Orchestrate task execution with strict priorities: Priority 0 = To Review (ln-332-task-reviewer), Priority 1 = To Rework (ln-333-task-rework), Priority 2 = Todo (ln-331-task-executor / ln-334-test-executor)
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- Rely on ln-320-story-validator to move any fix/refactor/test tasks from Backlog to Todo before picking them up (new work always re-enters through ln-320-story-validator)
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- Invoke ln-332-task-reviewer, ln-333-task-rework, ln-331-task-executor, ln-334-test-executor
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- When all tasks Done → Explicitly delegate to ln-340-story-quality-gate Pass 1 (via Skill tool)
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- When test task Done → Explicitly delegate to ln-340-story-quality-gate Pass 2 (via Skill tool) → Story Done
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- Return: Execution summary
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**After completion**: Reload Story + Tasks metadata.
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**Step 3: Story Review Pass 1 + Pass 2 (Explicitly Delegated by ln-330-story-executor)**
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**Trigger**: ln-330-story-executor explicitly delegates to ln-340-story-quality-gate Pass 1 when all implementation tasks Done
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**ln-340-story-quality-gate Pass 1 will** (Early Exit Pattern):
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- Phase 3: Code Quality Analysis (if fail → create refactoring task → ln-320-story-validator re-approves Backlog → Todo → Loop back to ln-330-story-executor)
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- Phase 4: Regression Check (if fail → create fix task → ln-320-story-validator re-approves Backlog → Todo → Loop back to ln-330-story-executor)
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- Phase 5: Manual Testing (if fail → create fix task → ln-320-story-validator re-approves Backlog → Todo → Loop back to ln-330-story-executor)
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- Phase 6: Verdict
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* **Path A**: All passed → Create test task (via ln-350-story-test-planner) → ln-320-story-validator revalidates Backlog → Todo → Loop back to ln-330-story-executor
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* **Path B**: Issues found → ln-320-story-validator revalidates Backlog → Todo → Loop back to ln-330-story-executor
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**ln-340-story-quality-gate Pass 2 explicit delegation**:
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- **Trigger**: ln-330-story-executor detects test task Done → Updates Story status In Progress → To Review → Explicitly delegates Pass 2 (via Skill tool)
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- **Pass 2 will**: Verify tests (E2E 2-5, Integration 3-8, Unit 5-15, Priority ≥15) → Story To Review → Done
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**Loop Condition**: If new task created (fix/refactoring/test), Phase 3 restarts from ln-320-story-validator to approve Backlog → Todo before ln-330-story-executor executes again.
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**Exit Condition**: Story status = "Done" (all tasks Done, test task Done, Pass 2 passed)
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### Phase 4: Completion Report
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**Trigger**: Story status = "Done" (all tasks Done, test task Done, Pass 2 passed automatically)
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```
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🔄 [PROCESSOR] Phase 4: Story processing complete
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Story Status: Done
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All Tasks: Done
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Pipeline: Todo → In Progress → To Review → Done (fully automated)
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Summary:
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- Implementation tasks: Completed
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- Code Quality → Regression → Manual Testing: Passed
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- Test task: Completed (E2E 2-5, Integration 3-8, Unit 5-15, Priority ≥15)
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- Pass 2: Verified and approved
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Story successfully processed from planning to Done without manual intervention.
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```
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**Result**: Story fully automated from task planning to Done status.
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---
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## Critical Rules
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### 1. Metadata-Only Loading
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**HARD RULE**: Orchestrator loads ONLY Story + Tasks metadata (ID, title, status, labels).
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**NO full descriptions loaded**:
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- Prevents token waste
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- Scales to Stories with many tasks
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- Workers load full descriptions when needed
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### 2. Strict Delegation
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**Orchestrator responsibilities**:
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- ✅ Discovery (Team ID, Story ID)
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- ✅ Metadata loading (ID, title, status, labels)
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- ✅ Routing decisions (which worker to invoke)
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- ✅ Workflow state management
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**Worker responsibilities** (NOT orchestrator):
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- ❌ Generating documents → Workers
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- ❌ Loading full descriptions → Workers
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- ❌ Creating/updating Linear issues → Workers
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- ❌ Executing tasks → Workers
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- ❌ Running tests → Workers
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### 3. Story Status Responsibility Matrix
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**HARD RULE**: Only designated skills can update Story status. Clear ownership prevents conflicts.
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| Story Status Transition | Responsible Skill | When |
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|-------------------------|-------------------|------|
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| **Backlog → Todo** | ln-320-story-validator | After auto-fix and approval (Phase 3 Step 1) |
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| **Todo → In Progress** | ln-330-story-executor | First task execution starts (Phase 3 Step 2, Priority 2) |
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| **In Progress → To Review** | ln-330-story-executor | All tasks Done (Phase 3 Step 2 → Phase 4 transition) |
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| **To Review → Done** | ln-340-story-quality-gate Pass 2 | All tests verified, Priority ≥15 covered (Phase 4 Pass 2) |
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**Why this matters**:
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- Prevents duplicate updates from multiple skills
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- Clear audit trail: each transition has ONE owner
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- ln-300-story-pipeline orchestrates but does NOT update status directly
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### 4. Loop After Each Worker
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**Pattern**: After each worker completes, orchestrator:
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1. Reloads Story + Tasks metadata
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2. Re-evaluates state
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3. Decides: next worker OR loop back OR complete
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**Example**:
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```
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ln-330-story-executor completes → Reload metadata → Check Story status
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- Story status = "In Progress" → Loop back to ln-330-story-executor
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- Story status = "To Review" → Phase 4 (report completion)
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```
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### 4. Full Pipeline Automation
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**Automation Principle**: Orchestrator runs entire pipeline without user prompts (full automation from task planning to Story Done).
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**Workers handle prompts**:
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- ln-310-story-decomposer: Shows preview, waits for "confirm"
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- ln-320-story-validator: Shows summary, auto-approves
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- ln-330-story-executor: Orchestrates without prompts (workers may prompt), auto-invokes Pass 1 + Pass 2
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**Full Automation**: No manual intervention required. Story lifecycle fully automated: Todo → In Progress → To Review → Done.
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---
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## Definition of Done
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Before completing work, verify ALL checkpoints:
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**✅ Checkpoint Setup (Phase 0):**
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- [ ] Checkpoint file created/loaded: `docs/tasks/checkpoints/[story_id].md`
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- [ ] Resume point identified (if checkpoint existed)
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**✅ Team ID Discovered (Phase 1):**
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- [ ] Team ID loaded from kanban_board.md OR requested from user
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- [ ] Story ID parsed from request
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- [ ] Story metadata loaded (ID, title, status, labels - NO description)
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**✅ Task Planning Completed (Phase 2):**
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- [ ] Checked if tasks exist (count ≥ 0)
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- [ ] Delegated to ln-310-story-decomposer to build the IDEAL plan and choose CREATE or REPLAN mode
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- [ ] Reloaded metadata after ln-310-story-decomposer completed
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**✅ Verification & Execution Loop (Phase 3):**
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- [ ] Delegated to ln-320-story-validator (Story Backlog → Todo)
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- [ ] Delegated to ln-330-story-executor (orchestrates task execution with To Review → To Rework → Todo priorities)
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- [ ] New fix/refactor/test tasks routed back through ln-320-story-validator before execution
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- [ ] ln-330-story-executor auto-invoked ln-340-story-quality-gate Pass 1 (Code Quality → Regression → Manual Testing)
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- [ ] Pass 1 created test task (ln-320-story-validator re-approved it before execution)
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- [ ] ln-330-story-executor executed test task
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- [ ] ln-330-story-executor auto-invoked ln-340-story-quality-gate Pass 2 after test task Done
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- [ ] Pass 2 verified tests (E2E 2-5, Integration 3-8, Unit 5-15, Priority ≥15)
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- [ ] Pass 2 updated Story status: To Review → Done
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- [ ] Loop completed: Story status = "Done"
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**✅ Completion Report (Phase 4):**
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- [ ] Story status = "Done"
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- [ ] All tasks Done
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- [ ] Full pipeline automation confirmed: Todo → In Progress → To Review → Done
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- [ ] Reported to user: "Story successfully processed from planning to Done without manual intervention"
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- [ ] Checkpoint file deleted: `docs/tasks/checkpoints/[story_id].md`
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**Output**: Story fully automated from task planning to Done status (no manual intervention).
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---
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## Integration with Ecosystem
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### Called By
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Users directly: "Process US001" or "Run full pipeline for API-53"
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### Calls (via Skill tool)
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- **ln-310-story-decomposer**: Task planning (Phase 2)
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- **ln-320-story-validator**: Story verification (Phase 3 Step 1)
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- **ln-330-story-executor**: Story execution (Phase 3 Step 2)
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- ln-330-story-executor auto-invokes ln-340-story-quality-gate Pass 1 (Phase 3 Step 3)
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### Next Steps
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After ln-300-story-pipeline completes:
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- **Story Done**: No further action required. Story fully automated from task planning to Done status.
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- **Full Pipeline Automation**: Todo → In Progress → To Review → Done (no manual intervention)
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---
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## Best Practices
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### Orchestrator Responsibilities
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**DO**:
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- ✅ Load Story + Tasks metadata ONLY
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- ✅ Make routing decisions
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- ✅ Delegate to workers
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- ✅ Reload metadata after each worker
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- ✅ Manage loop logic
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**DON'T**:
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- ❌ Load full descriptions (workers do this)
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- ❌ Generate documents (workers do this)
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- ❌ Create/update Linear issues (workers do this)
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- ❌ Execute tasks (workers do this)
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- ❌ Prompt user mid-pipeline (workers do this)
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### Worker Communication
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**Context Propagation**: Pass minimal context to workers (Team ID, Story ID only). Workers discover full data themselves.
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**Trust Worker Results**: Workers return summary, orchestrator doesn't re-verify.
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**Error Handling**: If worker returns error, report to user and stop pipeline.
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### Loop Management
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**Reload After Worker**: Always reload Story + Tasks metadata after worker completes.
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**Exit Condition**: Loop exits when Story status = "To Review" AND all tasks Done.
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**Infinite Loop Protection**: Max 10 iterations per loop (safety net). If exceeded, report to user.
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---
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## Quick Examples
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### Example 1: New Story (No Tasks)
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**Request**: "Process US001: Implement OAuth token authentication"
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**Execution**:
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- Phase 1: Team ID discovered, Story ID = US001, Status = Backlog
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- Phase 2: No tasks → Invoke ln-310-story-decomposer
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- ln-310-story-decomposer: Analyze Story (5 AC), create 3 tasks (Token generation 4h, Validation middleware 3h, Refresh logic 5h)
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- Reload metadata: Story has 3 tasks
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- Phase 3 Step 1: Invoke ln-320-story-validator
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- ln-320-story-validator: Auto-fix + approve (Backlog → Todo)
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- Reload metadata: Story status = Todo
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- Phase 3 Step 2: Invoke ln-330-story-executor
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- ln-330-story-executor: Execute 3 tasks (Priority 2: Todo)
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- ln-330-story-executor: Auto-invoke ln-340-story-quality-gate Pass 1
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- Pass 1: Code Quality → Regression → Manual Testing → All passed → Create test task
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- ln-320-story-validator re-approved test task (Backlog → Todo)
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- Reload metadata: Story has 4 tasks (1 test task in Todo)
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- Phase 3 Step 2 (Loop): ln-330-story-executor continues
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- ln-330-story-executor: Execute test task (Priority 2)
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- Test task Done
|
||||
- ln-330-story-executor: Update Story In Progress → To Review
|
||||
- ln-330-story-executor: Auto-invoke ln-340-story-quality-gate Pass 2
|
||||
- Pass 2: Verify tests (E2E 2-5, Integration 3-8, Unit 5-15, Priority ≥15) → Pass
|
||||
- Pass 2: Update Story To Review → Done
|
||||
- Reload metadata: Story status = Done, all tasks Done
|
||||
- Phase 4: Report "Story successfully processed from planning to Done without manual intervention"
|
||||
|
||||
**Result**: Story fully automated from Backlog to Done (no manual intervention).
|
||||
|
||||
### Example 2: Existing Story (Tasks Already Exist)
|
||||
|
||||
**Request**: "Process US005" (Story already has 4 tasks)
|
||||
|
||||
**Execution**:
|
||||
- Phase 1: Team ID discovered, Story ID = US005, Status = Todo
|
||||
- Phase 2: 4 tasks exist (count ≥ 3) → Skip task planning
|
||||
- Phase 3 Step 1: Invoke ln-320-story-validator
|
||||
- ln-320-story-validator: Auto-fix + approve (already Todo, validate tasks)
|
||||
- Reload metadata: Story status = Todo
|
||||
- Phase 3 Step 2: Invoke ln-330-story-executor
|
||||
- ln-330-story-executor: Execute 4 tasks (Priority 2: Todo)
|
||||
- ln-330-story-executor: Auto-invoke ln-340-story-quality-gate Pass 1
|
||||
- Pass 1: Code Quality → Regression → Manual Testing → All passed → Create test task
|
||||
- ln-330-story-executor Priority 0: Auto-verify test task (Backlog → Todo)
|
||||
- Reload metadata: Story has 5 tasks (1 test task in Todo)
|
||||
- Phase 3 Step 2 (Loop): ln-330-story-executor continues
|
||||
- ln-330-story-executor: Execute test task (Priority 2)
|
||||
- Test task Done
|
||||
- ln-330-story-executor: Update Story In Progress → To Review
|
||||
- ln-330-story-executor: Auto-invoke ln-340-story-quality-gate Pass 2
|
||||
- Pass 2: Verify tests (E2E 2-5, Integration 3-8, Unit 5-15, Priority ≥15) → Pass
|
||||
- Pass 2: Update Story To Review → Done
|
||||
- Reload metadata: Story status = Done, all tasks Done
|
||||
- Phase 4: Report "Story successfully processed from planning to Done without manual intervention"
|
||||
|
||||
**Result**: Story fully automated from Todo to Done (no manual intervention).
|
||||
|
||||
---
|
||||
|
||||
## Reference Files
|
||||
|
||||
**Checkpoint Format:**
|
||||
- `references/checkpoint_format.md` - Execution checkpoint file structure for context recovery
|
||||
|
||||
---
|
||||
|
||||
## Chat Output Prefix
|
||||
|
||||
Use emoji prefix for visual differentiation:
|
||||
- 🔄 [PROCESSOR] - ln-300-story-pipeline (orchestrator)
|
||||
|
||||
**Purpose**: Helps users track orchestrator progress when multiple workers are invoked.
|
||||
|
||||
---
|
||||
|
||||
**Version:** 2.1.0 (Fixed Writing Style: "Use this skill when" → "This skill should be used when" for skill-creator compliance.)
|
||||
**Last Updated:** 2025-11-16
|
||||
Reference in New Issue
Block a user