By jhlee0409
Automate full feature development cycles from natural language specs: clarify ambiguities, generate structured plans and tasks, implement in parallel git-safe worktrees, conduct multi-agent reviews with security audits and tests, clean up dead code, and resume interrupted sessions via checkpoints.
Application Security specialist — remembers security architecture decisions and threat models across sessions to provide consistent security guidance.
Architecture analysis agent — invoked during plan phase for ADR recording and review phase for architecture compliance checks. Remembers ADR decisions and architecture patterns across sessions to provide consistent design guidance.
Backend Staff Engineer — remembers project tech decisions and API patterns across sessions to provide consistent backend guidance.
UX/UI Designer — remembers design system decisions and usability patterns across sessions to provide consistent design guidance.
Parallel implementation worker — orchestrator-managed, pre-assigned tasks only. Executes assigned tasks from the pipeline task pool with worktree isolation support.
Code and component analysis — analyze code, trace flows, audit consistency, inspect components
Architecture analysis and design review
Full auto pipeline — run spec-to-clean cycle automatically for new features
Save session state for later resumption
Resolve spec ambiguities with clarifying questions
Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
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Uses power tools
Uses Bash, Write, or Edit tools
Uses power tools
Uses Bash, Write, or Edit tools
Claude Code plugin that automates the full development cycle — spec → plan → implement → review → clean.
One command (
/afc:auto) runs the entire cycle. Zero runtime dependencies — pure markdown commands + bash hook scripts.
# Option A: Inside Claude Code
/plugin marketplace add jhlee0409/all-for-claudecode
/plugin install afc@all-for-claudecode
# Option B: npx
npx all-for-claudecode
Then:
/afc:setup # Set up global routing in ~/.claude/CLAUDE.md
/afc:init # Detect your stack, generate project config
/afc:auto "Add user authentication" # Run the full pipeline
The pipeline will:
/afc:auto "Add feature X"
Spec (1/5) → Plan (2/5) → Implement (3/5) → Review (4/5) → Clean (5/5)
│ │ │ │ │
│ │ │ │ └─ Artifact cleanup
│ │ │ └─ 8 perspectives + agent review
│ │ └─ Auto task decomposition, parallel execution, CI gates
│ └─ File change map, ADR recording, research persistence
└─ Acceptance criteria, pre-implementation gates
Skill Advisor checkpoints (A–E) between phases dynamically invoke
auxiliary skills (ideate, consult, architect, security, test, qa, learner)
when LLM evaluation detects they would add value. Budget: max 5 per run.
Hooks run automatically at each step.
CI failure → debug-based RCA (not blind retry).
Critic Loops verify quality at each gate until convergence.
Running /afc:auto "Add password reset flow" produces this (abbreviated):
Spec (1/5) — Generates spec.md with requirements and acceptance criteria:
FR-001: POST /auth/reset sends email with token
FR-002: GET /auth/reset/:token validates and shows form
FR-003: Token expires after 1 hour
Acceptance: Given expired token, When user submits, Then show error
Plan (2/5) — Creates plan.md with file change map and architecture decisions:
File Change Map:
src/routes/auth.ts — ADD reset endpoint handlers
src/services/email.ts — ADD sendResetEmail()
src/middleware/validate.ts — MODIFY add token validation
tests/auth.test.ts — ADD reset flow tests
Implement (3/5) — Auto-decomposes into tasks, executes with CI gates:
Tasks: 4 total (2 parallel)
[1] Add reset endpoint ✓
[2] Add email service ✓ ← parallel with [1]
[3] Add token validation ✓ ← depends on [1]
[4] Add tests ✓
CI: npm test → passed
Review (4/5) — 8-perspective review + specialist agent analysis:
Architecture (afc-architect): ✓ layer boundaries respected
Security (afc-security): ⚠ rate-limit reset endpoint
Performance: ✓ no N+1 queries
→ Auto-fixed: added rate limiter middleware
Clean (5/5) — Removes pipeline artifacts, final CI check.
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