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From fuse-ai-pilot
Systematic development workflow: Analyze → Plan → Execute → eLicit → eXamine. Use for ANY development task: features, bug fixes, refactoring, hotfixes. Triggers: "implement", "create", "build", "fix", "add feature", "refactor", "develop". Auto-detects project type (Laravel, Next.js, React, Swift) and loads framework-specific references. Enforces: files <100 lines, interfaces separated, SOLID principles, expert self-review, sniper validation. Modes: --auto (default), --manual, --skip-elicit
npx claudepluginhub fusengine/agents --plugin fuse-ai-pilotHow this skill is triggered — by the user, by Claude, or both
Slash command
/fuse-ai-pilot:apexThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
**Current Task:** $ARGUMENTS
references/00-init-branch.mdreferences/01-analyze-code.mdreferences/02-features-plan.mdreferences/03-execution.mdreferences/03.5-elicit.mdreferences/04-validation.mdreferences/05-review.mdreferences/06-fix-issue.mdreferences/07-add-test.mdreferences/08-check-test.mdreferences/09-create-pr.mdreferences/design/00-init-branch.mdreferences/design/01-analyze-design.mdreferences/design/02-search-inspiration.mdreferences/design/03-plan-component.mdreferences/design/04-code-component.mdreferences/design/05-add-motion.mdreferences/design/06-validate-a11y.mdreferences/design/07-review-design.mdreferences/design/08-sniper-check.mdDrives AI coding agents through gated Spec → Plan → Build → Test → Review → Ship workflow for non-trivial features, refactors, or multi-file projects.
Orchestrates all code-modifying development tasks like bug fixes, enhancements, and new features using adaptive phases for analysis, specs, TDD, implementation, and verification.
Share bugs, ideas, or general feedback.
Current Task: $ARGUMENTS
Analyze → Plan → Execute → eLicit → eXamine
Complete development workflow for features, fixes, and refactoring.
BEFORE anything else, run this command to initialize APEX tracking:
mkdir -p .claude/apex/docs && cat > .claude/apex/task.json << 'INITEOF'
{
"current_task": "1",
"created_at": "'"$(date -u +"%Y-%m-%dT%H:%M:%SZ")"'",
"tasks": {
"1": {
"status": "in_progress",
"started_at": "'"$(date -u +"%Y-%m-%dT%H:%M:%SZ")"'",
"doc_consulted": {}
}
}
}
INITEOF
echo "✅ APEX tracking initialized in $(pwd)/.claude/apex/"
This creates:
.claude/apex/task.json - Tracks documentation consultation status.claude/apex/docs/ - Stores consulted documentation summariesThe PreToolUse hooks will BLOCK Write/Edit until documentation is consulted.
┌─────────────────────────────────────────────────────────────────┐
│ APEX WORKFLOW │
├─────────────────────────────────────────────────────────────────┤
│ 00-init-branch → Create feature branch │
│ 00.5-brainstorm → Design-first questioning (B) ← NEW │
│ 01-analyze-code → Understand codebase (A) │
│ 02-features-plan → Plan implementation (P) │
│ 03-execution → Write code with TDD (E) ← UPDATED │
│ 03.5-elicit → Expert self-review (L) │
│ 03.7-verification → Functional resolution check (V) ← NEW │
│ 04-validation → Verify quality (X) │
│ 05-review → Self-review │
│ 06-fix-issue → Handle issues │
│ 07-add-test → Write tests (TDD cycle) │
│ 08-check-test → Run tests │
│ 09-create-pr → Create Pull Request │
└─────────────────────────────────────────────────────────────────┘
| Phase | Skill | Invocation |
|---|---|---|
| 00.5 | brainstorming | Questions → alternatives → design doc → approval |
| 03 | tdd | RED (test) → GREEN (code) → REFACTOR cycle |
| 03.7 | verification | Re-read request → check criteria → confirm resolution |
| Phase | File | Purpose |
|---|---|---|
| 00 | references/00-init-branch.md | Create feature branch |
| 01 | references/01-analyze-code.md | Explore + Research (APEX A) |
| 02 | references/02-features-plan.md | TaskCreate planning (APEX P) |
| 03 | references/03-execution.md | Implementation (APEX E) |
| 03.5 | references/03.5-elicit.md | Expert self-review (APEX L) ← NEW |
| 04 | references/04-validation.md | sniper validation (APEX X) |
| 05 | references/05-review.md | Self-review checklist |
| 06 | references/06-fix-issue.md | Fix validation/review issues |
| 07 | references/07-add-test.md | Write unit/integration tests |
| 08 | references/08-check-test.md | Run and verify tests |
| 09 | references/09-create-pr.md | Create and merge PR |
1. 00-init-branch → git checkout -b feature/xxx
2. 00.5-brainstorm → Ask questions, propose alternatives, get design approval
3. 01-analyze-code → explore-codebase + research-expert
4. 02-features-plan → TaskCreate task breakdown
5. 03-execution → TDD: write test FIRST, then implement (files <100 lines)
6. 03.5-elicit → Expert self-review (elicitation techniques)
7. 03.7-verification → Verify functional resolution against original request
8. 04-validation → sniper agent (code quality)
9. 05-review → Self-review
10. 09-create-pr → gh pr create
1. 00-init-branch → git checkout -b fix/xxx
2. 01-analyze-code → Understand bug context
3. 07-add-test → TDD: write failing test FIRST (RED)
4. 03-execution → Fix the bug (GREEN)
5. 08-check-test → Verify test passes + no regressions
6. 03.7-verification → Verify original bug is functionally resolved
7. 04-validation → sniper agent
8. 09-create-pr → gh pr create
1. 00-init-branch → git checkout -b hotfix/xxx
2. 03-execution → Minimal fix only
3. 03.7-verification → Verify fix resolves the issue
4. 04-validation → sniper agent
5. 08-check-test → Run tests
6. 09-create-pr → Urgent merge
🚨 STOP at 90 lines → Split immediately
❌ NEVER exceed 100 lines
📊 Target: 50-80 lines per file
✅ src/interfaces/ (global)
✅ src/types/ (type definitions)
✅ Contracts/ (PHP/Laravel)
❌ NEVER in component files
01-analyze: explore-codebase + research-expert (PARALLEL)
04-validate: sniper (MANDATORY after ANY change)
ALWAYS run 2 agents in parallel:
1. explore-codebase
→ Map project structure
→ Find existing patterns
→ Identify change locations
2. research-expert
→ Verify official documentation
→ Confirm API methods
→ Check best practices
ALWAYS use TaskCreate:
1. Break down into tasks
2. Each task <100 lines
3. Plan file splits FIRST
4. Map dependencies (addBlockedBy)
FOLLOW plan strictly with TDD cycle:
1. Create interfaces FIRST
2. Write failing test (RED) → verify it fails
3. Write minimal code (GREEN) → verify it passes
4. Refactor → keep tests green
5. Monitor file sizes (<100 lines)
6. Write JSDoc/comments
7. Atomic commits per task
See tdd skill for detailed RED-GREEN-REFACTOR rules.
BEFORE sniper, verify functional correctness:
1. Re-read original request
2. List all acceptance criteria
3. Verify each with evidence
4. Check for regressions
5. Confirm: "Problem is RESOLVED"
See verification skill for detailed checklist.
ALWAYS run sniper:
6-phase validation:
1. explore-codebase
2. research-expert
3. grep usages
4. run linters
5. apply fixes
6. ZERO errors
feature/ISSUE-123-short-description
fix/ISSUE-456-bug-name
hotfix/ISSUE-789-urgent-fix
refactor/ISSUE-321-cleanup
docs/ISSUE-654-readme
test/ISSUE-987-coverage
✅ Short-lived branches (1-3 days)
✅ Small, focused changes
✅ Sync frequently with main
✅ Squash and merge
<type>(<scope>): <description>
Types: feat, fix, refactor, docs, test, chore
Scope: component/feature name
Description: imperative mood, <50 chars
feat(auth): add JWT authentication
fix(cart): resolve quantity validation
refactor(api): extract fetch utilities
test(auth): add login component tests
□ sniper passes (ZERO errors)
□ All tests pass
□ Build succeeds
□ Self-review complete
□ No console.logs
□ No TODO unaddressed
□ Files <100 lines
□ Interfaces in correct location
□ JSDoc on all exports
□ No any types
□ Error handling complete
feat(auth): add social login with Google
fix(cart): resolve quantity update bug
refactor(api): extract fetch utilities
□ Summary (1-3 bullets)
□ Changes (added/modified/removed)
□ Related issues (Closes #xxx)
□ Test plan (checkboxes)
□ Screenshots (if UI changes)
START
│
▼
┌───────────────┐
│ 00-init-branch│
└───────┬───────┘
│
▼
┌───────────────┐
│ 00.5-brain- │ ← brainstorming skill (NEW)
│ storm │ questions → design → approval
└───────┬───────┘
│
▼
┌───────────────┐
│ 01-analyze │ ← explore + research
└───────┬───────┘
│
▼
┌───────────────┐
│ 02-plan │ ← TaskCreate
└───────┬───────┘
│
▼
┌───────────────┐
│ 03-execute │ ← TDD: test first (RED→GREEN)
└───────┬───────┘
│
▼
┌───────────────┐
│ 03.5-elicit │ ← expert self-review
└───────┬───────┘
│
▼
┌───────────────┐
│ 03.7-verify │ ← verification skill (NEW)
└───────┬───────┘ functional resolution check
│
▼
┌───────────────┐
│ 04-validate │ ← sniper (code quality)
└───────┬───────┘
│
▼
┌───────────────┐
│ 05-review │
└───────┬───────┘
│
▼
┌───────────────┐
│ 09-create-pr │
└───────┬───────┘
│
▼
DONE
❌ Skip explore-codebase or research-expert
❌ Assume API syntax without verification
❌ Create files >100 lines
❌ Put interfaces in component files
❌ Skip sniper after changes
❌ Merge without tests
❌ Large PRs (>400 lines)
All detailed guides in references/ directory:
references/
├── 00-init-branch.md # Branch creation
├── 01-analyze-code.md # Code analysis
├── 02-features-plan.md # Planning
├── 03-execution.md # Implementation
├── 04-validation.md # Validation
├── 05-review.md # Self-review
├── 06-fix-issue.md # Issue fixes
├── 07-add-test.md # Test writing
├── 08-check-test.md # Test running
└── 09-create-pr.md # PR creation
Framework-specific APEX methodology guides:
| Framework | Directory | Tools |
|---|---|---|
| Laravel | references/laravel/ | Pest, Larastan, Pint |
| Next.js | references/nextjs/ | Vitest, Playwright, ESLint |
| React | references/react/ | Vitest, Testing Library, Biome |
| Swift | references/swift/ | XCTest, SwiftLint, swift-format |
Project Type → References Used
─────────────────────────────────────
composer.json → references/laravel/
next.config.* → references/nextjs/
vite.config.* → references/react/
Package.swift → references/swift/
Default → references/ (generic)
references/[framework]/
├── 00-init-branch.md # Framework-specific branching
├── 01-analyze-code.md # Framework exploration tools
├── 02-features-plan.md # Planning patterns
├── 03-execution.md # SOLID implementation
├── 04-validation.md # Linters and formatters
├── 05-review.md # Framework checklist
├── 06-fix-issue.md # Common fixes
├── 07-add-test.md # Testing patterns
├── 08-check-test.md # Test commands
└── 09-create-pr.md # PR template