Feature Lifecycle Skill

SkillMedia

Feature lifecycle: design, plan, implement, validate, release. Phase-gated workflow.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Feature Lifecycle Skill skill

What this skill tells your AI

The instructions your AI receives, as published by notque/vexjoy-agent in skills/process/feature-lifecycle/SKILL.md and read by ahel’s review.

Phase-gated feature workflow: DESIGN > PLAN > IMPLEMENT > VALIDATE > RELEASE. Each phase must pass its gate before the next begins.

Phase Routing

Determine which phase to execute based on feature state:

  1. If .feature/ exists, check current phase:

    python3 ~/.claude/scripts/feature-state.py status
    

    Route to the phase indicated by the state machine.

  2. If no feature state exists, determine entry point from user intent:

    • Validated Architecture Change Handoff targeting feature-lifecycle -> DESIGN; the design phase adopts it before approach work
    • "design", "think through", "explore approaches" -> DESIGN
    • "plan", "break down", "create tasks" -> PLAN (requires completed design)
    • "implement", "execute plan", "start building" -> IMPLEMENT (requires completed plan)
    • "validate", "quality gates", "check feature" -> VALIDATE (requires completed implementation)
    • "release", "merge", "ship it" -> RELEASE (requires passed validation)
    • "end to end", "full lifecycle", "from scratch" -> DESIGN (start from beginning)
  3. Load the phase reference for the current phase:

    • DESIGN: Read references/design.md
    • PLAN: Read references/plan.md
    • IMPLEMENT: Read references/implement.md
    • VALIDATE: Read references/validate.mdrun quality gate commands, do not reason about whether they would pass. Paste exit codes and output.
    • RELEASE: Read references/release.md
    • END-TO-END: Read references/pipeline.md
  4. Follow the loaded reference exactly. Each reference contains the full phase instructions, gates, and checkpoints.

State Conventions

Read references/shared.md for directory structure, state management commands, context loading rules, and naming conventions. All state operations go through python3 ~/.claude/scripts/feature-state.py -- never manipulate state files directly.

Phase Ordering

DESIGN -> PLAN -> IMPLEMENT -> VALIDATE -> RELEASE
  |         |         |           |          |
  v         v         v           v          v
design.md plan.md  impl.md   report.md  PR merged

Each phase produces an artifact consumed by the next. Skipping phases is not supported because downstream phases depend on artifacts from earlier phases.

Reference Loading Table

SignalLoad These FilesWhy
Phase 1 DESIGN: idea to design documentdesign.mdLoads detailed guidance from design.md.
Architecture Change Handoff targets feature-lifecycledesign.mdValidate and adopt architecture scope/interface/migration; create/register the feature ADR in DESIGN.
errors, error handlingerror-handling.mdLoads detailed guidance from error-handling.md.
Phase 3 IMPLEMENT: dispatching task waves to domain agentsimplement.mdLoads detailed guidance from implement.md.
running the full design-to-release pipelinepipeline.mdLoads detailed guidance from pipeline.md.
Phase 2 PLAN: decomposing design into wave-ordered tasksplan.mdLoads detailed guidance from plan.md.
Phase 5 RELEASE: PR merge, tagging, worktree cleanuprelease.mdLoads detailed guidance from release.md.
feature state directory layout, naming, write protectionshared.mdLoads detailed guidance from shared.md.
Phase 4 VALIDATE: running quality gatesvalidate.mdLoads detailed guidance from validate.md.

Error Handling

ErrorCauseSolution
Phase mismatchUser requests phase N but state is at phase MReport current state, suggest correct next phase
Missing artifactPrevious phase did not produce expected outputRoute back to previous phase
Gate failurePhase requirements not metReport what failed, suggest fixes

References

Task SignalLoad
Phase routing (design/plan/implement/validate/release)Phase reference (design.md, plan.md, implement.md, validate.md, release.md)
End-to-end or full pipelinereferences/pipeline.md
State commands, directory structure, namingreferences/shared.md
Error, failure, blocked, gate fail, retry, deviationreferences/error-handling.md
  • references/design.md -- Design phase: explore requirements, discuss trade-offs
  • references/plan.md -- Plan phase: break design into wave-ordered tasks
  • references/implement.md -- Implement phase: dispatch tasks to domain agents
  • references/validate.md -- Validate phase: run quality gates
  • references/release.md -- Release phase: merge, tag, cleanup
  • references/pipeline.md -- End-to-end orchestration across all phases
  • references/shared.md -- State conventions shared across all phases
  • references/error-handling.md -- Recovery patterns for phase errors, gate failures, agent dispatch failures

Signals

GitHub stars
419
Forks
44
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
feature-lifecycle
Source
github.com/notque/vexjoy-agent