# vibecosystem
**Your AI software team. Built on Claude Code.**
[](https://opensource.org/licenses/MIT)
[](#agents)
[](#skills)
[](#hooks)
[](#rules)
[](https://github.com/vibeeval/vibecosystem/actions/workflows/validate.yml)
[](#multi-cli)
[](#multi-cli)
[](#multi-cli)
[](https://www.npmjs.com/package/vibecosystem)
[](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 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.
```
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.
### 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.
---
## Architecture
```
┌─────────────────────────────────────────────────────────┐
│ 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.