Skip to main content

ccw

Intelligent coordinator — classify intent via structured extraction (action × object × style), map to skill chain, execute wave-by-wave via spawn_agents_on_csv. Barrier skills trigger coordinator-side artifact analysis between waves to dynamically assemble subsequent skill_call args. Each wave can be 1 or N parallel tasks.

Quellinformationen

Repository
catlog22/Claude-Code-Workflow
Letzte Quellaktivität
21. April 2026 um 03:07
Erkannte Sprache von SKILL.md
Englisch
Sterne
2.128
Forks
166

Installationsoptionen

Standardmäßig ist der Prompt ausgewählt, der zuerst die Quelle prüft. Sie können zu einem direkten Befehl wechseln oder eine lokale Kopie herunterladen.

Quelldateien prüfen

Lesen Sie SKILL.md und alle von SkillsMP angezeigten Begleitdateien, bevor Sie sich für eine Installation entscheiden.

SKILL.md wird angezeigt

SKILL.md
Quellanweisungen · Schreibgeschützte Vorschau
name
ccw
description
Intelligent coordinator — classify intent via structured extraction (action × object × style), map to skill chain, execute wave-by-wave via spawn_agents_on_csv. Barrier skills trigger coordinator-side artifact analysis between waves to dynamically assemble subsequent skill_call args. Each wave can be 1 or N parallel tasks.
argument-hint
"intent text" [-y] [-c|--continue] [--dry-run] [--chain <name>]
allowed-tools
spawn_agents_on_csv, Read, Write, Edit, Bash, Glob, Grep, AskUserQuestion
## Auto Mode When `-y` or `--yes`: Skip clarification and confirmation prompts. Pass `-y` through to each step's skill invocation. # CCW ## Usage ```bash $ccw "implement user authentication with JWT" $ccw -y "refactor the payment module" $ccw --continue $ccw --dry-run "add rate limiting to API endpoints" $ccw --chain feature "add dark mode toggle" ``` **Flags**: - `-y, --yes` — Auto mode: skip all prompts; propagate `-y` to each skill - `--continue` — Resume latest paused session from last incomplete wave - `--dry-run` — Display planned chain without executing - `--chain <name>` — Force a specific chain (skips intent classification) **Session state**: `.workflow/.ccw-coordinate/{session-id}/` **Core Output**: `tasks.csv` (master) + `wave-{N}-results.csv` (per wave) + `context.md` (report) --- ## Overview Wave-based pipeline coordinator. The coordinator loop builds one wave CSV at a time, calls `spawn_agents_on_csv`, then performs **coordinator-side artifact analysis** before assembling the next wave. Barrier skills produce artifacts (plan.json, analysis results, etc.) that the coordinator reads to dynamically resolve args for subsequent steps. ``` Intent → Structured Extract → Resolve Chain → [Wave Loop]: (action×object×style) (chainMap) ┌─────────────────────────────────────────────────┐ │ 1. Identify next wave (1 or N parallel steps) │ │ 2. Build wave-{N}.csv with skill_call per row │ │ 3. spawn_agents_on_csv(wave-{N}.csv) │ │ 4. Read wave-{N}-results.csv │ │ 5. If barrier skill: analyze artifacts, │ │ update context for subsequent steps │ │ 6. Merge into master tasks.csv │ └─────────────────────────────────────────────────┘ → Report ``` --- ## Barrier Skills Skills that produce artifacts requiring **coordinator-side analysis** before the next wave can be assembled. After a barrier skill completes, the coordinator reads its output and updates the execution context. | Skill | Artifacts to Read | Context Updates | |-------|------------------|-----------------| | `analyze-with-file` | `.workflow/.analysis/ANL-*/conclusions.json` | `analysis_dir`, `gaps`, `phase` | | `brainstorm-with-file` | `.workflow/.brainstorm/*/` | `brainstorm_dir`, `features` | | `workflow-plan` | `.workflow/active/WFS-*/workflow-session.json` | `plan_dir`, `task_count` | | `workflow-lite-planex` | `.workflow/.lite-plan/*/plan.json` | `plan_dir`, `task_count` | | `spec-generator` | `.workflow/.spec/*/` | `spec_session_id` | | `roadmap-with-file` | `.workflow/.roadmap/*/roadmap.md` | `roadmap_dir` | | `workflow-tdd-plan` | `.workflow/.tdd-plan/*/` | `tdd_plan_dir` | | `issue-discover` | `.workflow/.issues/*/` | `issue_dir`, `issue_count` | | `debug-with-file` | `.workflow/.debug/*/` | `debug_dir`, `findings` | **Non-barrier skills** (can be grouped into multi-task waves): `workflow-execute`, `workflow-test-fix-cycle`, `review-cycle`, `clean`, `investigate`, `security-audit`, `ship`, `parallel-dev-cycle`, `brainstorm`, all `team-*` skills --- ## Phase 1: Structured Intent Extraction Extract a structured intent tuple using LLM semantic understanding, then route deterministically via an action × object matrix. **Extract structured intent from user input:** ```json { "action": "<from action enum>", "object": "<from object enum>", "scope": "<module/file/area or null>", "style": "<from style enum>", "urgency": "<low | normal | high>" } ``` **Action enum**: | action | Semantic meaning | |--------|-----------------| | `create` | Build something new — feature, project, component, spec | | `fix` | Repair something broken — fix bug, resolve error, patch | | `analyze` | Understand deeply — analyze, investigate, discuss, explore concept | | `plan` | Design approach — plan, break down, roadmap, decompose | | `execute` | Implement planned work — execute, implement, develop | | `explore` | Open-ended discovery — brainstorm, ideate, creative thinking | | `debug` | Diagnose failures — debug, diagnose, troubleshoot | | `test` | Run or create tests — test, generate test, TDD | | `review` | Evaluate code quality — review, code review | | `refactor` | Restructure code — refactor, clean up, tech debt | | `convert` | Bridge between workflows — convert brainstorm to issue | **Object enum**: | object | Meaning | |--------|---------| | `feature` | New functionality or enhancement | | `bug` | Defect, error, broken behavior | | `issue` | Issue-tracker item for batch/structured management | | `code` | Source code in general | | `test` | Tests, test suite, test coverage | | `spec` | Specification, PRD, product requirements | | `doc` | Documentation | | `ui` | User interface, design, component | | `performance` | Performance characteristics | | `security` | Security concerns | | `architecture` | System architecture, design decisions | | `project` | Entire project (greenfield) | | `team` | Team-based execution | **Style enum**: | style | Meaning | |-------|---------| | `quick` | Fast, lightweight, minimal ceremony | | `documented` | With file artifacts, discussion docs | | `collaborative` | Multi-agent, multi-perspective | | `structured` | Formal planning, spec-driven, phased | | `iterative` | Cycle-based, self-iterating with reflection | | `tdd` | Test-driven development | | `default` | No specific style preference | --- ## Chain Map Routing via `detectTaskType(intent)` → chain name → skill list. ### Task Type Detection (action × object × style matrix) ```javascript function detectTaskType(intent) { const { action, object, style, urgency } = intent; // Urgency override if (urgency === 'high' && (action === 'fix' || object === 'bug')) return 'bugfix-hotfix'; // Style-first routing if (style === 'tdd') return 'tdd'; if (style === 'collaborative' && action === 'plan') return 'collaborative-plan'; if (style === 'collaborative' && action === 'analyze') return 'analyze-wave'; if (style === 'collaborative' && action !== 'plan') return 'multi-cli'; if (style === 'iterative' && object === 'test') return 'integration-test'; if (style === 'iterative' && action === 'refactor') return 'refactor'; // Action × Object matrix const matrix = { 'create': { 'project': 'greenfield', 'feature': 'feature', 'spec': 'spec-driven', 'test': 'test-gen', 'doc': 'documentation', 'ui': 'ui-design', 'issue': 'issue-batch', '_default': 'feature' }, 'fix': { 'bug': 'bugfix', 'test': 'test-fix', 'issue': 'issue-batch', 'code': 'bugfix', 'security': 'bugfix', '_default': 'bugfix' }, 'analyze':{ 'architecture': 'analyze-file', 'code': 'analyze-file', 'bug': 'debug-file', 'security': 'security', '_default': 'analyze-file' }, 'explore':{ 'feature': 'brainstorm', 'architecture': 'brainstorm', 'issue': 'issue-batch', '_default': 'exploration' }, 'plan': { 'feature': 'feature', 'project': 'greenfield', 'issue': 'issue-transition', '_default': 'feature' }, 'execute':{ 'issue': 'issue-transition', '_default': 'feature' }, 'debug': { 'bug': style === 'documented' ? 'debug-file' : 'debug', '_default': style === 'documented' ? 'debug-file' : 'debug' }, 'test': { 'test': 'test-fix', 'code': 'test-gen', 'feature': 'integration-test', '_default': 'test-gen' }, 'review': { '_default': 'review' }, 'refactor':{ '_default': 'refactor' }, 'convert':{ 'issue': 'brainstorm-to-issue', '_default': 'issue-transition' }, }; // Special compound detections if (action === 'plan' && style === 'structured' && /roadmap/.test(rawInput)) return 'roadmap'; if (/csv.?wave|wave.?pipeline|并行波|波次执行/.test(rawInput)) return 'analyze-wave'; if (object === 'team') return 'team-planex'; if (/ship|release|publish/.test(rawInput)) return 'ship'; const actionMap = matrix[action]; if (!actionMap) return 'feature'; return actionMap[object] || actionMap['_default'] || 'feature'; } ``` ### Available Skills Inventory Skills with `SKILL.md` (spawn_agents_on_csv native): `analyze-with-file`, `brainstorm`, `brainstorm-with-file`, `clean`, `csv-wave-pipeline`, `debug-with-file`, `issue-discover`, `parallel-dev-cycle`, `project-documentation-workflow`, `review-cycle`, `roadmap-with-file`, `spec-generator`, `workflow-execute`, `workflow-lite-planex`, `workflow-plan`, `workflow-tdd-plan`, `workflow-test-fix-cycle`, `team-planex`, `team-coordinate`, `team-lifecycle-v4`, `team-issue`, `team-review`, `team-testing`, `team-quality-assurance`, `team-tech-debt`, `team-perf-opt`, `team-arch-opt`, `team-brainstorm`, `team-ultra-analyze`, `team-uidesign`, `team-ui-polish`, `team-ux-improve`, `team-visual-a11y`, `team-frontend`, `team-frontend-debug`, `team-interactive-craft`, `team-motion-design`, `team-roadmap-dev` Skills with `orchestrator.md` (phase-based): `investigate`, `security-audit`, `ship`, `memory-capture` ### Chain Definitions (task_type → skill sequence) > All `$skill-name` references below correspond to actual `.codex/skills/{skill-name}/` directories. > **[B]** = barrier skill (solo wave, coordinator analyzes artifacts after) | task_type | Chain name | Steps (skills, in order) | |-----------|-----------|--------------------------| | `bugfix-hotfix` | `bugfix.hotfix` | $workflow-lite-planex `--hotfix` |
Auf GitHub ansehen
Diese SKILL.md ist sehr gross, daher zeigt SkillsMP hier nur den ersten Abschnitt. Auf GitHub ansehen