# vibecosystem **Your AI software team. Built on Claude Code.** [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![Agents](https://img.shields.io/badge/agents-138-blue.svg)](#agents) [![Skills](https://img.shields.io/badge/skills-295-green.svg)](#skills) [![Hooks](https://img.shields.io/badge/hooks-73-orange.svg)](#hooks) [![Rules](https://img.shields.io/badge/rules-20-red.svg)](#rules) [![Validate](https://github.com/vibeeval/vibecosystem/actions/workflows/validate.yml/badge.svg)](https://github.com/vibeeval/vibecosystem/actions/workflows/validate.yml) [![Works with Cursor](https://img.shields.io/badge/works%20with-Cursor-00b4d8.svg)](#multi-cli) [![Works with Codex CLI](https://img.shields.io/badge/works%20with-Codex%20CLI-10a37f.svg)](#multi-cli) [![Works with OpenCode](https://img.shields.io/badge/works%20with-OpenCode-purple.svg)](#multi-cli) [![npm](https://img.shields.io/npm/v/vibecosystem.svg)](https://www.npmjs.com/package/vibecosystem) [![Marketplace](https://img.shields.io/badge/Claude%20Code-Marketplace-8A2BE2.svg)](https://github.com/vibeeval/vibecosystem) [Turkce](#turkce) | [English](#english) | [Espanol](docs/README_ES.md) | [Francais](docs/README_FR.md) | [Deutsch](docs/README_DE.md) | [Portugues](docs/README_PT.md) | [Italiano](docs/README_IT.md) | [Nederlands](docs/README_NL.md) | [中文](docs/README_ZH.md) | [日本語](docs/README_JA.md) | [한국어](docs/README_KO.md) | [العربية](docs/README_AR.md) | [हिन्दी](docs/README_HI.md) | [Русский](docs/README_RU.md) ![vibecosystem](assets/gif1-numbers.gif)

vibecosystem turns Claude Code into a full AI software team — 139 specialized agents that plan, build, review, test, and learn from every mistake. No configuration needed — just install and code. > **v2.0**: 13 new agents (sast-scanner, mutation-tester, graph-analyst, mcp-manager, community-manager, benchmark, dependency-auditor, api-designer, incident-responder, data-modeler, test-architect, release-engineer, documentation-architect) + 23 new skills (SAST, compliance, product, marketing, MCP) + 4 new hooks + Agent Monitoring Dashboard + GitHub Actions CI/CD + MCP Auto-Discovery. See [UPGRADING.md](UPGRADING.md) for details. > **v2.1**: 7 new skills (minimax-pdf, minimax-docx, minimax-xlsx, pptx-generator, frontend-dev, fullstack-dev, clone-website) + 2 new agents (document-generator, website-cloner). Document generation, pixel-perfect website cloning, and enhanced frontend/fullstack patterns. > **v2.1.1**: 7 new skills from oh-my-claudecode (smart-model-routing, deep-interview, agent-benchmark, visual-verdict, ai-slop-cleaner, factcheck-guard, notepad-system) + 1 new rule (commit-trailers). > **v2.2**: 5 features from Claude Code source — Agent Memory (persistent per-agent memory), Magic Docs (auto-updating docs), Dream Consolidation (cross-session memory cleanup), Smart Recall (frontmatter-based memory scoring), Plugin Toggle (hook enable/disable CLI). +7 hooks, skill references for 21 agents. > **v2.2.1**: Monetization stack — 1 new agent (monetization-expert), 2 new skills (paywall-optimizer, codex-orchestration), 3 updated skills (revenuecat-patterns, paywall-strategy, subscription-pricing). AI-powered paywall optimization with 14-category benchmarks, RevenueCat SDK patterns, Codex + Claude Code orchestration. > **v2.3**: `vibeco` CLI tool (stats, doctor, profiles, dashboard), 6 preset profiles for token savings, one-liner install (`curl | bash`). > **v2.4**: Terminal HUD (real-time statusline), prompt auto-improver (enriches vague prompts with context), persistent planning system (PLAN.md/PROGRESS.md/CONTEXT.md for 96.7% task completion). Competitive gap closure from analysis of 20+ ecosystem repos. > **v3.0**: `npx vibecosystem init` npm installer, `plugin.json` for official plugin ecosystem, worktree isolation on 60 producer agents, multi-LLM model routing (Haiku/Sonnet/Opus tiers), knowledge graph integration (6-71x token savings), dashboard v2 with token/cost tracking. ## The Problem Claude Code is powerful, but it's one assistant. You prompt, it responds, you review. For complex projects you need a planner, a reviewer, a security auditor, a tester — and you end up being all of them yourself. ## The Solution vibecosystem is a complete [Claude Code](https://docs.anthropic.com/en/docs/claude-code) ecosystem that creates a self-organizing AI team: 1. **138 agents** — specialized roles from frontend-dev to security-analyst 2. **295 skills** — reusable knowledge from TDD workflows to Kubernetes patterns 3. **73 hooks** — TypeScript sensors that observe, filter, and inject context 4. **20 rules** — behavioral guidelines that shape every agent's output 5. **Self-learning** — every error becomes a rule, automatically After setup, you say "build a feature" and 20+ agents coordinate across 5 phases. ## Quick Start ### npm (recommended) ```bash npx vibecosystem init ``` ### One-liner ```bash curl -fsSL https://raw.githubusercontent.com/vibeeval/vibecosystem/main/install-remote.sh | bash ``` ### Manual ```bash git clone https://github.com/vibeeval/vibecosystem.git cd vibecosystem ./install.sh ``` That's it. Use Claude Code normally. The team activates. ### vibeco CLI After install, the `vibeco` command is available: ```bash vibeco stats # ecosystem statistics vibeco list agents --search security # browse components vibeco profile frontend # switch profile (saves tokens) vibeco doctor # health check vibeco dashboard # start monitoring UI vibeco update # pull latest & reinstall ``` ### Profiles Save tokens by loading only what you need: | Profile | Agents | Skills | Use case | |---------|--------|--------|----------| | `minimal` | ~15 | ~40 | Core only (review, test, verify) | | `frontend` | ~30 | ~60 | React/Next.js/CSS/a11y | | `backend` | ~44 | ~74 | API/DB/security | | `fullstack` | ~59 | ~96 | Frontend + Backend | | `devops` | ~33 | ~61 | CI/CD/K8s/cloud | | `all` | 139 | 295 | Everything (default) | ```bash vibeco profile frontend # switch to frontend profile vibeco profile all # back to everything ``` ## How It Works ``` YOU SAY SOMETHING VIBECOSYSTEM ACTIVATES RESULT ┌──────────────┐ ┌──────────────────────┐ ┌──────────┐ │ "add a new │──→ Intent ──→ │ Phase 1: scout + │──→ Code │ Feature │ │ feature" │ Classifier │ architect plan │ Written │ built, │ │ │ │ Phase 2: backend-dev │ Tested │ reviewed,│ │ │ │ + frontend-dev │ Reviewed│ tested, │ │ │ │ Phase 3: code-review │ │ merged │ │ │ │ + security-review │ │ │ │ │ │ Phase 4: verifier │ │ │ │ │ │ Phase 5: self-learner│ │ │ └──────────────┘ └──────────────────────┘ └──────────┘ ``` **Hooks** are sensors — they observe every tool call and inject relevant context: ``` "fix the bug" → compiler-in-loop + error-broadcast ~2,400 tok "add api endpoint" → edit-context + signature-helper + arch ~3,100 tok "explain this code" → (nothing extra) ~800 tok ``` **Agents** are muscles — each one specialized for a specific job: ``` GraphQL API → graphql-expert (backup: backend-dev) Kubernetes → kubernetes-expert (backup: devops) DDD modeling → ddd-expert (backup: architect) Bug reproduction → replay (backup: sleuth) ... 70 more routing rules ``` **Self-Learning Pipeline** turns mistakes into permanent knowledge: ``` Error happens → passive-learner captures pattern (+ project tag) → consolidator groups & counts (per-project + global) → confidence >= 5 → auto-inject into context → 2+ projects, 5+ total → cross-project promotion → 10x repeat → permanent .md rule file ``` No manual intervention. The system writes its own rules — and shares them across projects. ## What's New in v2.0 - **SAST Security Scanner** — static analysis agent + hook for automated vulnerability detection - **Agent Monitoring Dashboard** — real-time web UI for agent activity and performance - **MCP Auto-Discovery** — automatic MCP server recommendations based on project type - **Changelog Automation** — automatic changelog generation at session end - **Compliance Skills** — SOC2, GDPR, HIPAA compliance checking - **Product & Marketing Skills** — PRD writer, analytics setup, growth playbooks - **GitHub Actions CI/CD** — automated PR review + issue fix workflows - **Mutation Testing** — test quality measurement via mutation analysis - **Code Knowledge Graph** — codebase structure analysis with graph-analyst --- ## Core Features ### Agent Swarm Say "add a new feature" and 20+ agents activate across 5 phases. ![Agent Swarm](assets/gif3-swarm.gif) ``` Phase 1 (Discovery): scout + architect + project-manager Phase 2 (Development): backend-dev + frontend-dev + devops + specialists Phase 3 (Review): code-reviewer + security-reviewer + qa-engineer Phase 4 (QA Loop): verifier + tdd-guide (max 3 retry → escalate) Phase 5 (Final): self-learner + technical-writer ``` ### Self-Learning Pipeline Every error becomes a rule. Automatically. ![Self-Learning](assets/gif2-pipeline.gif) ### Dev-QA Loop Every task goes through a quality gate: ``` Developer implements → code-reviewer + verifier check → PASS → next task → FAIL → feedback to developer, retry (max 3) → 3x FAIL → escalate (reassign / decompose / defer) ``` ### Cross-Project Learning Patterns learned in one project automatically benefit all your projects. ``` Project A: add-error-handling (3x) ─┐ ├→ 2+ projects, 5+ total → GLOBAL Project B: add-error-handling (4x) ─┘ ↓ Next session in ANY project → "add-error-handling" injected as global pattern ``` Each project gets its own pattern store. When the same pattern appears in 2+ projects with 5+ total occurrences, it's promoted to a global pattern that benefits every project — even brand new ones. ```bash node ~/.claude/hooks/dist/instinct-cli.mjs portfolio # All projects node ~/.claude/hooks/dist/instinct-cli.mjs global # Global patterns node ~/.claude/hooks/dist/instinct-cli.mjs project # Project detail node ~/.claude/hooks/dist/instinct-cli.mjs stats # Statistics ``` ### Canavar Cross-Training When one agent makes a mistake, the entire team learns from it. ``` Agent error → error-ledger.jsonl → skill-matrix.json → All agents get the lesson at session start → Team-wide error prevention ``` ### Adaptive Hook Loading 73 hooks exist but they don't all run at once. Intent determines which hooks fire. ![Hooks](assets/gif4-hooks.gif) --- ## Architecture ![Big Picture](assets/gif5-bigpicture.gif) ``` ┌─────────────────────────────────────────────────────────┐ │ Claude Code │ │ │ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │ │ Hooks │ │ Agents │ │ Skills │ │ │ │ (73) │→ │ (139) │← │ (295) │ │ │ └────┬─────┘ └────┬─────┘ └──────────┘ │ │ │ │ │ │ ▼ ▼ │ │ ┌──────────┐ ┌──────────┐ │ │ │ Rules │ │ Memory │ │ │ │ (20) │ │ (PgSQL) │ │ │ └──────────┘ └──────────┘ │ │ │ │ ┌──────────────────────────────────────┐ │ │ │ Self-Learning Pipeline │ │ │ │ instincts → consolidate → rules │ │ │ │ + cross-project promotion │ │ │ └──────────────────────────────────────┘ │ │ │ │ ┌──────────────────────────────────────┐ │ │ │ Canavar Cross-Training │ │ │ │ error-ledger → skill-matrix → team │ │ │ └──────────────────────────────────────┘ │ └─────────────────────────────────────────────────────────┘ ``` --- ## Agent Categories | Category | Count | Examples | |----------|-------|---------| | Core Dev | 14 | frontend-dev, backend-dev, kraken, spark, devops, browser-agent, website-cloner | | Review & QA | 8 | code-reviewer, security-reviewer, verifier, qa-engineer | | Domain Experts | 36 | graphql-expert, kubernetes-expert, ddd-expert, redis-expert, paywall-planner | | Architecture | 8 | architect, planner, clean-arch-expert, cqrs-expert | | Testing | 6 | tdd-guide, e2e-runner, arbiter, mocksmith | | DevOps & Cloud | 12 | aws-expert, gcp-expert, azure-expert, terraform-expert | | Analysis | 11 | scout, sleuth, data-analyst, profiler, strategist, harvest | | Orchestration | 16 | nexus, sentinel, commander, neuron, vault, nitro | | Documentation | 6 | technical-writer, doc-updater, copywriter, api-doc-generator, document-generator | | Learning | 7 | self-learner, canavar, reputation-engine, session-replay-analyzer | --- ## Comparison | Feature | vibecosystem | Single Claude Code | Cursor | aider | |---------|:----------:|:------------------:|:------:|:-----:| | Specialized agents | **139** | 0 | 0 | 0 | | Self-learning | **Yes** | No | No | No | | Agent swarm coordination | **Yes** | No | No | No | | Cross-project learning | **Yes** | No | No | No | | Cross-agent error training | **Yes** | No | No | No | | Dev-QA retry loop | **Yes** | No | No | No | | Adaptive hook loading | **Yes** | No | No | No | | Assignment matrix routing | **Yes** | No | No | No | | Claude Code native | **Yes** | Yes | No | No | | Zero config after install | **Yes** | Yes | No | No | --- ## What's Included | Component | Count | Description | |-----------|-------|-------------| | `agents/` | 139 | Markdown agent definitions with specialized prompts | | `skills/` | 295 | Reusable knowledge — TDD, security, patterns, frameworks | | `hooks/src/` | 73 | TypeScript hooks — sensors, learners, validators | | `rules/` | 20 | Behavioral guidelines — coding style, safety, QA | --- ## Tech Stack | Component | Technology | |-----------|-----------| | Runtime | Claude Code (Claude Max) | | Models | Opus 4.6 / Sonnet 4.6 | | Hook engine | TypeScript → esbuild → .mjs | | Memory DB | PostgreSQL + pgvector (Docker) | | Agent format | Markdown + YAML frontmatter | | Skill format | prompt.md / SKILL.md | | Cross-training | JSONL ledger + JSON skill matrix | | Cross-project learning | Per-project instinct stores + global promotion | --- ## Philosophy ``` hooks are sensors. observe, filter, signal. agents are muscles. build, produce, fix. the bridge between them: context injection. no direct RPC. no message passing. by design. implicit coordination through context. ``` --- ## Data & Privacy - All data stays on your machine (`~/.claude/`) - No network requests, no telemetry, no cloud sync - Self-learned rules go to `~/.claude/rules/` - Hooks run locally via Claude Code's native hook system --- ## Multi-CLI Support vibecosystem works with multiple AI coding tools: | CLI | Installer | Instructions File | What You Get | |-----|-----------|-------------------|--------------| | **Claude Code** | `./install.sh` | `CLAUDE.md` | Full support (agents + skills + hooks + rules) | | **Cursor IDE** | `./install-cursor.sh` | `AGENTS.md` + `.cursor/rules/` | 6 MDC rules + AGENTS.md + skills | | **Codex CLI** (OpenAI) | `./install-codex.sh` | `AGENTS.md` | Skills only (295 skills) | | **OpenCode** | Manual | `AGENTS.md` | Skills only | ```bash # For Cursor IDE users: ./install-cursor.sh /path/to/your/project # For Codex CLI users: ./install-codex.sh ``` See [docs/codex-setup.md](docs/codex-setup.md) for Codex CLI setup, or copy `.cursor/rules/` into any Cursor project. --- ## Inspired By vibecosystem stands on the shoulders of great open-source projects: - **[Shannon](https://github.com/KeygraphHQ/Shannon)** by KeygraphHQ — Result pattern, pentest pipeline, comment philosophy - **[UI UX Pro Max](https://github.com/nextlevelbuilder/ui-ux-pro-max)** by nextlevelbuilder — Named UX rules, UI style catalog, design token architecture - **[Game Studios](https://github.com/Donchitos/game-studios)** by Donchitos — Context resilience, incremental writing, gate-check system - **[Skill Gateway](https://github.com/buraksu42/skill-gateway)** by buraksu42 — Invisible skill routing, external catalog, one-question rule - **[Pyxel](https://github.com/kitao/pyxel)** by kitao — Retro game engine patterns, pixel art constraints, MML audio - **[copilot-orchestra](https://github.com/ShepAlderson/copilot-orchestra)** by ShepAlderson -- Phase-gated commits, plan documentation trail, 90% confidence threshold - **[RevenueCat](https://www.revenuecat.com/)** -- Subscription infrastructure, category benchmarks, paywall patterns - **[Trail of Bits Skills](https://github.com/trailofbits/skills)** by trailofbits -- Security audit patterns, variant analysis, false positive verification, sharp edges detection --- ## Contributing Contributions welcome! Areas where help is needed: - **More agent definitions** — specialized roles for your domain - **More skill patterns** — framework-specific knowledge (Rails, Flutter, etc.) - **Better hooks** — new sensors, smarter context injection - **Documentation** — tutorials, guides, examples - **Translations** — improve existing or add new languages --- ## Turkce ### Nedir? vibecosystem, Claude Code'u tam bir AI yazilim ekibine donusturur. Tek bir asistan degil — planlayan, gelistiren, review yapan, test eden ve her hatasindan ogrenen **139 uzman agent'lik bir ekip**. Ozel model yok. Ozel API yok. Sadece Claude Code'un hook + agent + rules sistemi, sonuna kadar kullanilmis. ### Hizli Baslangic ```bash git clone https://github.com/vibeeval/vibecosystem.git cd vibecosystem ./install.sh ``` ### Nasil Calisir? 1. **Hook'lar sensor** — gozlemler, filtreler, isaret eder 2. **Agent'lar kas** — calisir, uretir, duzeltir 3. **Aralarindaki kopru:** context injection 4. **Direkt RPC yok** — bilerek boyle 5. **Context uzerinden implicit koordinasyon** calisiyor ### Felsefe ``` Kullanicinin hicbir sey hatirlamasina gerek yok. Her sey otomatik. ``` --- ## License MIT ---

**Built by [@vibeeval](https://x.com/vibeeval)** No custom model. No custom API. Just good engineering.

kafka-patterns

Installation

SKILL.md