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Phase-based lifecycle with autonomous execution.","maintainers":[{"name":"jufjuf","email":"eliyufit@gmail.com"}],"readme":"\n\n```\n ██████╗████████╗██╗ ██╗\n ██╔════╝╚══██╔══╝╚██╗██╔╝\n ██║ ██║ ╚███╔╝\n ██║ ██║ ██╔██╗\n ╚██████╗ ██║ ██╔╝ ██╗\n ╚═════╝ ╚═╝ ╚═╝ ╚═╝\n```\n\n**Intelligent workflow orchestration for Claude Code**\n\n[](https://www.npmjs.com/package/ctx-cc)\n[](https://opensource.org/licenses/MIT)\n[](#testing)\n[](#)\n\n```bash\nnpx ctx-cc\n```\n\n
\n\n---\n\n## What is CTX?\n\nCTX transforms Claude Code from a single AI assistant into a full development agency. One installer wires 25 specialized agents, 7 auto-discovered skills, and 3 deterministic enforcement hooks directly into Claude Code's native extension points — no runtime daemon, no wrapper, no proxy.\n\n**Three verticals out of the box:**\n\n| Vertical | Coverage |\n|----------|----------|\n| Software Development | Phase-based lifecycle, autonomous execution, persistent debug, review gates |\n| Agency-Grade Design | Figma MCP-first workflow, W3C DTCG tokens, pixel-perfect QA, WCAG 2.2 AA |\n| Machine Learning | Experiment tracking, model registry, conformal prediction, drift detection |\n\n**Key value propositions:**\n\n- **Phase-based lifecycle** — `init → plan → execute → verify → complete` with state tracked in `.ctx/STATE.json`\n- **Autonomous execution with review gates** — three-stage review: spec compliance, code quality, and optional cross-model adversarial review via OpenAI Codex\n- **Figma MCP-first design workflow** — tokens sync from Figma, visual QA measures pixels numerically\n- **ML experiment-driven development** — hypothesis tracking, XGBoost+MAPIE patterns, KS drift, Digital Twin workflows\n- **Zero dependencies** — installs into Claude Code's native extension points; nothing runs outside Claude\n\n---\n\n## Quick Start\n\n```bash\nnpx ctx-cc # Install globally (~/.claude)\nnpx ctx-cc --project # Install for current project only (.claude/)\nnpx ctx-cc --force # Overwrite existing installation\n```\n\nThen inside Claude Code:\n\n```\n/ctx Smart router — reads state, does the right thing\n/ctx:help Full command reference\n/ctx:init Initialize project (PRD + STATE + config)\n```\n\n---\n\n## Architecture\n\nCTX uses a **thin installer / fat Claude Code** architecture. The CLI's only job is to copy files into the right directories. All orchestration happens inside Claude Code via the Agent tool.\n\n```\n~/.claude/\n├── agents/ 25 subagents (invoked via Agent tool)\n├── skills/ 7 skills (auto-discovered by Claude from descriptions)\n├── commands/ 26 slash commands (/ctx:*)\n├── hooks/ 3 hook scripts (deterministic enforcement)\n└── settings.json hooks registered\n```\n\n**Key decisions:**\n\n- The CLI is installer-only. It does not run, proxy, or wrap Claude Code.\n- Agents are Markdown files with native frontmatter (`model`, `maxTurns`, `description`). Claude reads these directly.\n- Skills are auto-invoked by Claude Code when task descriptions match the skill's `WHEN:` triggers — no commands needed.\n- Hooks are separate `.js` scripts registered in `settings.json`. They run deterministically on every tool call.\n- `plugin.json` enables marketplace distribution.\n\n---\n\n## Agents (25)\n\n### Software Development (21)\n\n#### Planning\n\n| Agent | Model | maxTurns | Purpose |\n|-------|-------|----------|---------|\n| ctx-planner | opus | 25 | Atomic plans (2–3 tasks), maps tasks to acceptance criteria |\n| ctx-researcher | opus | 25 | ArguSeek web research + semantic code search before planning |\n| ctx-criteria-suggester | sonnet | 25 | Auto-generates acceptance criteria before implementation |\n| ctx-parallelizer | haiku | 15 | Identifies tasks that can run concurrently, saves total time |\n| ctx-predictor | haiku | 15 | Analyzes patterns and suggests next features |\n\n#### Execution\n\n| Agent | Model | maxTurns | Purpose |\n|-------|-------|----------|---------|\n| ctx-executor | sonnet | 50 | Implements tasks with git-native commits per completed task |\n| ctx-debugger | sonnet | 75 | Persistent debug loop: observe → hypothesize → test → verify |\n\n#### Review\n\n| Agent | Model | maxTurns | Purpose |\n|-------|-------|----------|---------|\n| ctx-reviewer | sonnet | 25 | Pre-commit review: type errors, imports, security, empty catches |\n| ctx-auditor | haiku | 15 | Background audit trail and compliance traceability |\n| ctx-verifier | haiku | 15 | Three-level verification: exists, substantive, wired |\n\n#### Mapping\n\n| Agent | Model | maxTurns | Purpose |\n|-------|-------|----------|---------|\n| ctx-mapper | haiku | 15 | Token-optimized repository map (REPO-MAP.md) |\n| ctx-arch-mapper | haiku | 15 | Architecture patterns, data flow, module structure |\n| ctx-tech-mapper | haiku | 15 | Languages, frameworks, dependencies |\n| ctx-quality-mapper | haiku | 15 | Test coverage, lint status, type safety |\n| ctx-concerns-mapper | haiku | 15 | Security vulnerabilities, tech debt, performance risks |\n\n#### Knowledge & Coordination\n\n| Agent | Model | maxTurns | Purpose |\n|-------|-------|----------|---------|\n| ctx-discusser | sonnet | 25 | Captures implementation decisions before planning begins |\n| ctx-learner | haiku | 15 | Observes patterns and decisions, builds project memory |\n| ctx-handoff | haiku | 15 | Creates HANDOFF.md at context thresholds, zero info loss |\n| ctx-team-coordinator | haiku | 15 | File locks, parallel work coordination, prevents conflicts |\n\n#### Design & QA\n\n| Agent | Model | maxTurns | Purpose |\n|-------|-------|----------|---------|\n| ctx-designer | sonnet | 50 | Brand establishment, component design, Figma MCP integration |\n| ctx-qa | sonnet | 50 | Full system QA: crawls every page, clicks every button |\n\n### Machine Learning (4)\n\n| Agent | Model | maxTurns | Purpose |\n|-------|-------|----------|---------|\n| ctx-ml-scientist | opus | 75 | Designs experiments, selects models, autonomous hypothesis loop |\n| ctx-ml-engineer | sonnet | 50 | MLOps pipelines, inference envelope, model registry |\n| ctx-ml-analyst | sonnet | 50 | EDA, dataset quality scoring, feature analysis |\n| ctx-ml-reviewer | sonnet | 25 | ML code review: correctness, leakage, statistical validity |\n\n---\n\n## Skills (7)\n\nSkills are auto-discovered. Claude Code reads each skill's `WHEN:` description and invokes it automatically when the task matches — no slash command needed.\n\n### Core\n\n| Skill | Auto-invoked when... | Purpose |\n|-------|----------------------|---------|\n| ctx-orchestrator | User asks for pipeline, \"ctx next\", \"ctx auto\", or autonomous story execution | Runs the full `init → plan → execute → verify → complete` lifecycle via the Agent tool |\n| ctx-state | Any CTX operation needs to read/write `.ctx/STATE.json` or track phase transitions | Manages persistent state, phase transitions, agent history, and task completion log |\n| ctx-review-gate | Code implemented, story ready to close | Three-stage review: spec compliance → code quality → optional Codex cross-model adversarial review; blocks on failures, soft-skips on Codex infrastructure issues |\n\n### Design\n\n| Skill | Auto-invoked when... | Purpose |\n|-------|----------------------|---------|\n| ctx-design-system | Design system creation, token management, brand kit updates, token export | Manages W3C DTCG 2025.10 tokens as single source of truth; exports to CSS/SCSS/JS/Tailwind |\n| ctx-visual-qa | Visual QA, design parity, pixel-perfect verification, responsive testing, WCAG 2.2 audit | Numerical measurement-driven QA — every delta is a number, every fix is a specific CSS property |\n\n### Machine Learning\n\n| Skill | Auto-invoked when... | Purpose |\n|-------|----------------------|---------|\n| ctx-ml-experiment | User wants to run ML experiments, track hypotheses, compare models | Hypothesis tracking, model registry, experiment lifecycle |\n| ctx-ml-pipeline | Production ML deployment, inference, drift monitoring | Inference envelope, circuit breaker, KS drift detection, retraining triggers |\n\n---\n\n## Commands (26)\n\n### Smart\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx` | Smart router — reads STATE.json, does the right thing |\n\n### Mapping\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:map` | Build token-optimized repository map (REPO-MAP.md) |\n| `/ctx:map-codebase` | Deep parallel analysis: TECH + ARCH + QUALITY + CONCERNS → SUMMARY |\n\n### Discussion\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:discuss [story]` | Capture implementation decisions before planning; locks them in CONTEXT.md |\n\n### Configuration\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:profile [name]` | Switch model profile: `quality`, `balanced` (default), `budget` |\n\n### Inspect\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:status` | Show current state without triggering any action |\n\n### Control\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:init` | Initialize project: PRD.json + STATE.json + config |\n| `/ctx:plan [goal]` | Force research + planning phase |\n| `/ctx:verify` | Force three-level verification |\n| `/ctx:quick \"task\"` | Quick task bypass (skips full lifecycle) |\n\n### Debug\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:debug` | Start debugging current issue |\n| `/ctx:debug \"issue\"` | Debug specific problem |\n| `/ctx:debug --resume` | Resume last debug session |\n| `/ctx:debug --list` | List all debug sessions |\n| `/ctx:debug --status` | Show current session status |\n\n### Design\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:brand` | Brand establishment: mood board → 3 options → BRAND_KIT.md |\n| `/ctx:design` | Component design: research → 3 options → prototype → implement |\n\n### QA\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:qa` | Full system QA — WCAG 2.1 AA, every page, every interaction |\n| `/ctx:qa --a11y-only` | Accessibility audit only |\n| `/ctx:qa --visual-only` | Visual regression across mobile/tablet/desktop |\n| `/ctx:qa --resume` | Resume interrupted QA session |\n| `/ctx:visual-qa` | Measurement-driven design parity check |\n\n### ML\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:experiment` | Start ML experiment loop |\n| `/ctx:train` | Trigger training pipeline |\n| `/ctx:ml-status` | Show experiment registry and model status |\n\n### Session\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:pause` | Checkpoint state for session resume |\n\n### Phase\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:phase list` | Show all phases and their status |\n| `/ctx:phase add \"goal\"` | Add a new phase |\n| `/ctx:phase next` | Complete current phase, advance to next |\n\n### Integration\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:integrate` | Show integration status |\n| `/ctx:integrate linear` | Set up Linear sync |\n| `/ctx:integrate jira` | Set up Jira sync |\n| `/ctx:integrate github` | Set up GitHub Issues sync |\n| `/ctx:integrate --sync` | Sync all stories with connected tracker |\n\n### Milestone\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:milestone` | Show current milestone |\n| `/ctx:milestone list` | List all milestones |\n| `/ctx:milestone audit` | Verify milestone completion |\n| `/ctx:milestone complete` | Archive and tag release |\n| `/ctx:milestone new [name]` | Start next version |\n| `/ctx:milestone gaps` | Generate fix phases for gaps |\n\n### Metrics\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:metrics` | Productivity dashboard |\n| `/ctx:metrics cost` | Cost analysis by model/profile |\n| `/ctx:metrics export` | Export HTML dashboard |\n\n### Learning\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:learn` | Show what CTX has learned about your project |\n| `/ctx:learn patterns` | Show detected code patterns |\n| `/ctx:learn decisions` | Show architectural decisions log |\n| `/ctx:predict` | Get AI-suggested next features |\n| `/ctx:predict --quick` | Quick wins only |\n\n### Monitoring\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:monitor` | Show monitoring status |\n| `/ctx:monitor connect sentry` | Connect Sentry error tracking |\n| `/ctx:monitor errors` | List recent production errors |\n| `/ctx:monitor auto-fix [id]` | Auto-fix error with PR |\n| `/ctx:monitor --watch` | Continuous monitoring mode |\n\n### Voice\n\n| Command | Purpose |\n|---------|---------|\n| `/ctx:voice` | Start voice input |\n| `/ctx:voice --continuous` | Always-listening mode |\n| `/ctx:voice --dictate` | Long-form dictation |\n\n---\n\n## Hooks (3)\n\nHooks are deterministic Node.js scripts registered in `settings.json`. They run synchronously on every tool call, independent of Claude's reasoning.\n\n| Hook | File | Trigger | Behavior |\n|------|------|---------|----------|\n| pre-tool-use | `hooks/pre-tool-use.js` | Before any tool executes | TDD enforcement + capability restrictions. Exit 2 blocks the tool call. |\n| post-tool-use | `hooks/post-tool-use.js` | After any tool executes | Logs file modifications to audit trail in `.ctx/audit.log` |\n| subagent-stop | `hooks/subagent-stop.js` | When a subagent finishes | Records agent completion in `.ctx/STATE.json` |\n\n**Configure hook behavior:**\n\n```bash\nnpx ctx-cc config set hooks.tddMode strict # Block writes without tests\nnpx ctx-cc config set hooks.tddMode warn # Warn but allow\nnpx ctx-cc config set hooks.tddMode off # Disabled\n```\n\n---\n\n## Design Workflow\n\nCTX implements an agency-grade design process with mandatory approval gates.\n\n**Phase 1 — Brand**\n```\nResearch → Mood board → 3 direction options → User picks → BRAND_KIT.md\n```\nBRAND_KIT.md becomes the constraint for all subsequent design work. Colors, typography, and spacing flow from tokens only.\n\n**Phase 2 — Component Design**\n```\nResearch → 3 options (A/B/C) → User approves direction → Prototype → Implement\n```\nNever a single design. Options are always presented before implementation.\n\n**Phase 3 — Visual QA**\nEvery design change triggers numerical verification:\n- Measure rendered values vs design spec (px, rem, hex)\n- Report deltas as numbers, not subjective descriptions\n- Fixes are specific: `change font-size from 14px to 16px`\n\n**Compliance:** WCAG 2.2 AA + EAA 2025. Touch targets, contrast ratios, keyboard navigation, and screen reader labels are all measured.\n\n**Key tools:** Figma MCP (token sync + component metadata), Gemini design analysis, W3C DTCG 2025.10 token format.\n\n---\n\n## ML Workflow\n\nCTX implements an experiment-driven ML development loop.\n\n**Phase 1 — Data Analysis**\n```\nLoad data → EDA → Quality scoring → Feature correlation → Pandera validation schema\n```\n\n**Phase 2 — Experiment Loop**\n```\nHypothesize → Design experiment → Run → Analyze → Register result → Iterate\n```\nAll hypotheses and results are tracked in `.ctx/ml/experiments/`. The model registry stores every trained artifact with metadata.\n\n**Phase 3 — Model Evaluation**\n- Conformal prediction intervals (MAPIE)\n- Statistical significance testing\n- Calibration curves and reliability diagrams\n\n**Phase 4 — Production Pipeline**\n- Model registry with version pinning\n- Inference envelope with latency SLA\n- Circuit breaker (auto-disable on error spike)\n- KS drift detection with configurable thresholds\n- Retraining triggers on drift\n\n**Proven patterns:** XGBoost + MAPIE conformal prediction, T-learner causal inference, KS drift, Pandera schema validation — from Digital Twin production workflows.\n\n---\n\n## Configuration\n\n```bash\nnpx ctx-cc config list # Show all config values\nnpx ctx-cc config get activeProfile # Get a specific value\nnpx ctx-cc config set hooks.tddMode strict # Set a value\n```\n\n**Model profiles:**\n\n| Profile | Research | Planning | Execution | Verify | Relative Cost |\n|---------|----------|----------|-----------|--------|---------------|\n| quality | opus | opus | opus | sonnet | ~3x |\n| balanced | opus | opus | sonnet | haiku | 1x (default) |\n| budget | sonnet | sonnet | sonnet | haiku | ~0.4x |\n\nSwitch profiles without reinstalling:\n```\n/ctx:profile quality\n/ctx:profile balanced\n/ctx:profile budget\n```\n\n---\n\n## Phase Lifecycle\n\n```\ninit → plan → execute → verify → complete\n ↑ ↓\n ←── (fix failures)\n```\n\nState is persisted in `.ctx/STATE.json` after every transition. The `ctx-state` skill manages reads and writes. The `ctx-orchestrator` skill drives transitions.\n\n| Phase | What happens |\n|-------|--------------|\n| init | Research + repo map + PRD validation |\n| plan | Acceptance criteria + atomic task plan (2–3 tasks) |\n| execute | Implementation with per-task git commits |\n| verify | Three-level check: exists → substantive → wired |\n| complete | Review gate passed, story archived |\n\nIf verification fails, state returns to `execute` automatically. The fix-loop runs until all three verification levels pass.\n\n---\n\n## Plugin Manifest\n\nCTX ships with `plugin.json` for Claude Code marketplace distribution. Future marketplace installs will use:\n\n```bash\n/plugin install ctx@my-marketplace\n```\n\nThe manifest declares all agents, skills, commands, and hooks so the marketplace can display capabilities, manage versions, and handle updates without reinstalling.\n\n---\n\n## CLI Reference\n\n```bash\nnpx ctx-cc [options] Install CTX into Claude Code\nnpx ctx-cc list List all 25 agents with model/maxTurns\nnpx ctx-cc skills Analyze skill descriptions and triggers\nnpx ctx-cc config list Show full configuration\nnpx ctx-cc config get Get a config value\nnpx ctx-cc config set Set a config value\nnpx ctx-cc --help Show help\n\nOptions:\n --global, -g Install to ~/.claude (default)\n --project, -p Install to .claude in current directory\n --force, -f Overwrite existing installation\n```\n\n---\n\n## Development\n\n```bash\ngit clone https://github.com/jufjuf/CTX.git\ncd CTX\nnpm test # 154 tests, node:test runner\n```\n\n**Project structure:**\n\n```\nctx-cc/\n├── agents/ 25 agent definitions (.md with frontmatter)\n├── skills/ 7 skill directories (each contains SKILL.md)\n├── commands/ 26 slash command definitions (.md)\n├── hooks/ 3 enforcement hook scripts (.js)\n├── src/ 5 source modules (.js)\n├── test/ 9 test files (.test.js)\n├── templates/ config.json, PRD.json, state templates\n├── bin/ctx.js CLI entry point (installer only)\n├── plugin.json Marketplace manifest\n└── package.json Zero runtime dependencies\n```\n\n---\n\n## Testing\n\n```bash\nnpm test\n# 154 tests, 0 failures, ~1s\n```\n\n**Coverage:**\n\n| Area | What is tested |\n|------|----------------|\n| Agent discovery | Frontmatter parsing, model/maxTurns validation |\n| State machine | Phase transitions, invalid transition rejection |\n| Pipelines | Orchestrator flow, review gate stages |\n| Worktrees | Parallel execution isolation |\n| Hooks | TDD enforcement, audit logging, subagent tracking |\n| Capabilities | Restriction rules, exit codes |\n| Context profiles | Model resolution per profile |\n| Skills format | SKILL.md structure, description format |\n| Design compliance | Token format, BRAND_KIT schema |\n| ML compliance | Experiment schema, pipeline config |\n| CLI commands | list, skills, config get/set |\n| Integration | End-to-end install + verify |\n\n---\n\n## License\n\nMIT\n\n---\n\n\n\n**[GitHub](https://github.com/jufjuf/CTX)** · **[npm](https://www.npmjs.com/package/ctx-cc)** · **[Issues](https://github.com/jufjuf/CTX/issues)**\n\nCTX 4.0 — 25 agents · 7 skills · 3 hooks · zero dependencies\n\n
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