By GrinRus
Run end-to-end AI-driven feature development workflows in Claude Code: bootstrap ideas into PRDs, research codebases, draft plans and tasklists, implement iteratively via git edits and bounded scopes, review changes, execute QA tests across Python/pytest/npm/go/maven projects, with safety hooks gating prompts/files/executions.
Analyze the initial idea, draft the PRD, and prepare only the missing user questions needed to continue.
Implement the next scoped work item in loop mode with bounded evidence and controlled validation.
Review the implementation plan for executability, risk, and test strategy before the PRD review pass.
Draft the implementation plan from PRD and research artifacts, keeping it execution-ready and bounded.
Review the PRD for completeness, risks, and metrics after the plan review pass.
Aggregates shared runtime navigation and cross-skill ownership links. Use when resolving shared runtime entrypoints or ownership boundaries. Do not use when the request belongs to `aidd-policy` output/question rules or `status` summary reporting.
Owns shared DocIO runtime for markdown slicing/patching, actions validation/apply, and context-map expansion. Use when stage skills need canonical DocIO operations. Do not use when the request primarily belongs to `aidd-flow-state` lifecycle updates or `aidd-core` ownership routing.
Owns shared flow/state runtime for stage state, progress/tasklist, and stage-result lifecycle. Use when orchestration needs canonical active-stage, progress, tasklist, or stage-result commands. Do not use when the request is about `aidd-docio` action patch mechanics or `status` read-only summaries.
Initializes AIDD workspace scaffolding for the current project. Use when bootstrapping canonical `aidd/` templates and project-owned test execution contract in `aidd/config/gates.json`. Do not use when the request is to start feature ideation (`idea-new`) or to inspect existing ticket progress (`status`).
Enforces loop-mode discipline for implement/review/qa (packs, scope, no questions). Use when loop stages require bounded scope and retry policy. Do not use when direct stage execution belongs to `implement`, `review`, or `qa` stage skills.
Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
Own this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimOwn this plugin?
Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).
Sign in to claimBased on adoption, maintenance, documentation, and repository signals. Not a security audit or endorsement.
Uses power tools
Uses Bash, Write, or Edit tools
Uses power tools
Uses Bash, Write, or Edit tools
Минимальный шаблон AI-driven workflow для Claude Code: idea -> research -> plan -> review-spec -> tasklist -> implement -> review -> qa.
AIDD добавляет в Claude Code готовый workflow, слэш-команды и базовые проверки для разработки через артефакты (prd, plan, tasklist, qa).
1.0.0.python3, git, rg./plugin marketplace add GrinRus/ai_driven_dev
/plugin install feature-dev-aidd@aidd-local
Self-hosted канал обновляется только через immutable tag refs vX.Y.Z.
/feature-dev-aidd:aidd-init
/feature-dev-aidd:idea-new TICKET-123 "Короткое описание"
/feature-dev-aidd:researcher TICKET-123
/feature-dev-aidd:plan-new TICKET-123
/feature-dev-aidd:review-spec TICKET-123
/feature-dev-aidd:tasks-new TICKET-123
/feature-dev-aidd:implement TICKET-123
/feature-dev-aidd:review TICKET-123
/feature-dev-aidd:qa TICKET-123
| Команда | Когда запускать |
|---|---|
/feature-dev-aidd:aidd-init | Один раз на workspace или после удаления aidd/. |
/feature-dev-aidd:idea-new <ticket> "<note>" | Старт фичи и создание PRD-драфта. |
/feature-dev-aidd:researcher <ticket> | Сбор исследовательского контекста перед планированием. |
/feature-dev-aidd:plan-new <ticket> | Подготовка плана реализации. |
/feature-dev-aidd:review-spec <ticket> | Сверка плана и PRD перед tasklist. |
/feature-dev-aidd:tasks-new <ticket> | Формирование tasklist для реализации. |
/feature-dev-aidd:implement <ticket> | Реализация задач по tasklist. |
/feature-dev-aidd:review <ticket> | Ревью и фиксация замечаний по реализации. |
/feature-dev-aidd:qa <ticket> | Финальная QA-проверка. |
/feature-dev-aidd:status [ticket] | Быстрый статус текущего или указанного тикета. |
Опционально для loop-режима:
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-loop/runtime/loop_step.py --ticket TICKET-123python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-loop/runtime/loop_run.py --ticket TICKET-123 --max-iterations 5/plugin update feature-dev-aidd@aidd-local
После обновления перезапустите сессию Claude Code.
/plugin update feature-dev-aidd@aidd-local.ModuleNotFoundError: No module named 'aidd_runtime'/plugin remove feature-dev-aidd@aidd-local./plugin install feature-dev-aidd@aidd-local./feature-dev-aidd:aidd-init.python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/doctor.pyREADME.md и README.en.md — установка, запуск, обновление.CHANGELOG.md — пользовательские release notes.SECURITY.md и SUPPORT.md — security disclosure и support policy.CONTRIBUTING.md и CODE_OF_CONDUCT.md — правила вкладов и поведения.120 -> 121 -> 136 закрыт (2026-04-09), включая deterministic runtime contracts и release-gate parity.CHANGELOG.md.Процесс вкладов: CONTRIBUTING.md.
MIT, подробности: LICENSE.
npx claudepluginhub grinrus/ai_driven_dev --plugin feature-dev-aiddComprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review
Harness-native ECC operator layer - 67 agents, 271 skills, 92 legacy command shims, reusable hooks, rules, selective install profiles, and production-ready workflows for Claude Code, Codex, OpenCode, Cursor, and related agent harnesses
Comprehensive skill pack with 66 specialized skills for full-stack developers: 12 language experts (Python, TypeScript, Go, Rust, C++, Swift, Kotlin, C#, PHP, Java, SQL, JavaScript), 10 backend frameworks, 6 frontend/mobile, plus infrastructure, DevOps, security, and testing. Features progressive disclosure architecture for 50% faster loading.
Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.
Develop, test, build, and deploy Godot 4.x games with Claude Code. Includes GdUnit4 testing, web/desktop exports, CI/CD pipelines, and deployment to Vercel/GitHub Pages/itch.io.
Reliable automation, in-depth debugging, and performance analysis in Chrome using Chrome DevTools and Puppeteer