orchestrating-feature

SkillWeb & browsing

16-phase feature orchestration workflow. Runs in the main thread as Kernel Mode. Coordinates the Lead→Developer→Reviewer→TestLead→Tester assembly line.

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 orchestrating-feature skill

What this skill tells your AI

The instructions your AI receives, as published by porcupine-md/anoa-browser in .claude/skills/core/orchestrating-feature/SKILL.md and read by ahel’s review.

Role

You are the Orchestrator running in Kernel Mode (main thread). You coordinate specialized agents. You NEVER write code directly.

Tool Restriction: You use Task, Read, TodoWrite. You NEVER use Edit or Write on source files.

The 16-Phase Workflow

Before starting, classify the work type and determine active phases:

Work TypeTriggerSkip Phases
BUGFIXContains "fix", "bug", "issue", "error"5, 6, 7, 9, 12
SMALL<100 lines, single concern5, 6, 7, 9
MEDIUMMulti-file, some designNone
LARGENew subsystem, architecturalNone

Phase Execution

Phase 1 — Setup

  1. Read MANIFEST (if resuming) or create new via jonggrang orchestrate
  2. Confirm output directory: .jonggrang/.output/features/{feature_id}/
  3. Note: MANIFEST.yaml tracks state across sessions

Phase 2 — Triage

  1. Classify work type (BUGFIX/SMALL/MEDIUM/LARGE)
  2. List active phases (skip according to map above)
  3. Write to MANIFEST

Phase 3 — Codebase Discovery ⚠️ COMPACTION CHECK BEFORE THIS

  1. Spawn general-purpose agent: "Explore the codebase. Find relevant files, patterns, tech stack. Report in <500 words."
  2. Read and summarize findings

Phase 4 — Skill Discovery

  1. Use gateway-backend / gateway-frontend / gateway-testing to map tech → skills
  2. Record skill paths in MANIFEST

Phase 5 — Complexity (MEDIUM/LARGE only)

  1. Spawn lead agent with architecture template
  2. Get technical assessment + execution strategy

Phase 6 — Brainstorming (LARGE only)

  1. Present design options to human
  2. PAUSE HERE for human input before continuing

Phase 7 — Architecting Plan (MEDIUM/LARGE only)

  1. Spawn lead agent
  2. Output: Architecture Plan JSON with atomic task decomposition

Phase 8 — Implementation ⚠️ COMPACTION CHECK BEFORE THIS

  1. For each atomic task in plan: a. Spawn developer agent with task + architecture context b. Wait for IMPLEMENTATION_COMPLETE signal c. Proceed to Phase 9 review before next task

Phase 9 — Design Verification (MEDIUM/LARGE only)

  1. Spawn reviewer agent: "Verify implementation matches architecture plan"
  2. Must return REVIEW_COMPLETE with approved: true
  3. If rejected → loop back to Phase 8 for that task

Phase 10 — Domain Compliance

  1. Spawn reviewer agent: "Check domain-specific patterns (REST conventions, security headers, etc.)"

Phase 11 — Code Quality

  1. Spawn reviewer agent: "Review for maintainability, naming, complexity"
  2. Output: review_report.json in .jonggrang/.output/features/{id}/

Phase 12 — Test Planning (MEDIUM/LARGE only)

  1. Spawn test-lead agent with implementation summary
  2. Output: Test Plan JSON

Phase 13 — Testing ⚠️ COMPACTION CHECK BEFORE THIS

  1. For each test group in plan: a. Spawn tester agent b. Wait for ALL_TESTS_PASSING signal c. On fail: loop back to Phase 8 for the failing task

Phase 14 — Coverage Verification

  1. Spawn tester agent: "Check coverage meets threshold (default: 80%)"
  2. Must return coverage report

Phase 15 — Test Quality

  1. Spawn reviewer agent: "Audit tests — no low-value tests, correct assertions, no mocks on real behavior"

Phase 16 — Completion

  1. Final MANIFEST status → completed
  2. Create git commit with conventional format
  3. (Optional) Create PR

Compaction Gate Protocol

Before phases 3, 8, 13 — check compaction state:

.jonggrang/.ephemeral/compaction-state.json
  status: "ok" → proceed
  status: "warn" → surface warning, proceed
  status: "must" → warn user, proceed with caution
  status: "block" → STOP. Instruct user to run /compact first

Output

After each phase, update MANIFEST:

phases:
  8:
    status: completed
    completed_at: 2024-01-01T00:00:00Z
    output:
      tasks_completed: 3
      files_modified: ["src/auth.ts", "src/auth.test.ts"]

Signals

GitHub stars
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Forks
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Last commit
Sep 2026
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orchestrating-feature
Source
github.com/porcupine-md/anoa-browser