Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Claude Code harness engineering plugin — plan mode on steroids. Product design-driven agent orchestration with sub-agents and agent teams, tuned for developers and designers shipping real features. Phased adoption from PRD execution to automated review, code review, and CI-friendly agent teams
| Date | Stars |
|---|---|
| 2026-07-31 | 269 |
| 2026-08-01 | 269 |
| 2026-08-06 | 269 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
0.0
growth rate 0.00%/day
```
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█████╔╝ ███████║ ██████╔╝ ██║ ██╔████╔██║ ██║ ██║
██╔═██╗ ██╔══██║ ██╔══██╗ ██║ ██║╚██╔╝██║ ██║ ██║
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╚═╝ ╚═╝ ╚═╝ ╚═╝ ╚═╝ ╚═╝ ╚═╝ ╚═╝ ╚═╝ ╚═════╝
```
[](https://opensource.org/licenses/Apache-2.0)
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**PRD-driven autonomous agent orchestration harness plug-in for Claude Code.**
> You are the architect, agents are the builders.
---
## See It In Action
<p align="center">
<img src="assets/demo.gif" alt="KARIMO Demo" width="800">
</p>
Want to see exactly how KARIMO works? Check out the [interactive demo](https://karimo-overview.vercel.app/) to understand why it was built and how it works in detail.
---
## How It Works
```
┌──────────┐ ┌──────┐ ┌───────┐ ┌────────┐ ┌─────────────┐ ┌─────────┐
│ RESEARCH │──▸│ PLAN │──▸│ TASKS │──▸│ REVIEW │──▸│ ORCHESTRATE │──▸│ INSPECT │
└──────────┘ └──────┘ └───────┘ └────────┘ └─────────────┘ └─────────┘
│ │ │ │ │ │
└────────────┘ └─────────────┘ └──────────────┘
Loop 1 Loop 2 Loop 3
Foundation Decomposition Orchestration
```
| Step | What Happens |
|------|--------------|
| **Research** | Discover patterns, libraries, gaps |
| **Plan** | Structured interview captures requirements |
| **Tasks** | Generate task briefs from research + PRD |
| **Review** | Claude validates briefs against codebase |
| **Orchestrate** | Execute in waves (parallel tasks, sequential waves) |
| **Inspect** | Review each PR (manual, Code Review, or Greptile) |
---
## Commands
| Command | Purpose |
|---------|---------|
| `/karimo:research "feature"` | **Start here** — Create PRD folder + research |
| `/karimo:plan --prd {slug}` | Interactive PRD creation |
| `/karimo:run --prd {slug}` | Brief generation → review → execution |
| `/karimo:merge --prd {slug}` | Final PR to main |
| `/karimo:dashboard` | Monitor progress |
| `/karimo:feedback` | Capture learnings |
| `/karimo:doctor` | Diagnose issues |
Full reference: [COMMANDS.md](.karimo/docs/COMMANDS.md)
---
## What KARIMO Adds
KARIMO builds on Claude Code's native APIs with custom orchestration:
| Capability | Claude Code (Native) | KARIMO (Custom) |
|------------|---------------------|-----------------|
| **Isolation** | Worktree per agent | + Branch identity verification |
| **Execution** | Task spawning | + Wave-ordered parallelism |
| **Models** | Static `model:` param | + Complexity routing + escalation |
| **Recovery** | Worktree persistence | + Git state reconciliation |
| **Quality** | — | + Semantic loop detection |
**Why custom?** Claude Code provides foundations (worktrees, sub-agents, hooks) but doesn't coordinate task dependencies, detect stuck loops, or recover from crashes. KARIMO adds these as a coordination layer.
Details: [Feature Architecture](.karimo/docs/ARCHITECTURE.md#feature-architecture)
---
## Adoption Phases
| Phase | What You Get |
|-------|--------------|
| **Phase 1** | PRD interviews, agent execution, worktrees, PRs — works out of the box |
| **Phase 2** | Automated review via Greptile ($30/mo) or Claude Code Review |
| **Phase 3** | CLI dashboard with velocity metrics |
Details: [PHASES.md](.karimo/docs/PHASES.md)
---
## Installation
### Via Claude Code marketplace (recommended)
```
/plugin marketplace add opensesh/KARIMO
/plugin install karimo@karimo
/reload-plugins
```
Once Anthropic accepts KARIMO into the official marketplace (in review), this becomes:
```
/plugin install karimo@claude-plugins-offiExcerpt of 8,565 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6bca327ae435fc66, llm:topics: agent-teams, ai-agents, autonomous-development, claude-code, code-review, github-actions, sub-agents; description: 'Claude Code harness engineering plugin — plan mode on steroids. Product design-driven agent orchestration with sub-agents and agent teams, tuned for developers and designers shipping real features. Phased adoption from PRD execution to automated review, code review, and CI-friendly agent teams'
matched fp:6bca327ae435fc66, llm:topics: agent-teams, ai-agents, autonomous-development, claude-code, code-review, github-actions, sub-agents; description: 'Claude Code harness engineering plugin — plan mode on steroids. Product design-driven agent orchestration with sub-agents and agent teams, tuned for developers and designers shipping real features. Phased adoption from PRD execution to automated review, code review, and CI-friendly agent teams'
matched fp:6bca327ae435fc66, llm:topics: agent-teams, ai-agents, autonomous-development, claude-code, code-review, github-actions, sub-agents; description: 'Claude Code harness engineering plugin — plan mode on steroids. Product design-driven agent orchestration with sub-agents and agent teams, tuned for developers and designers shipping real features. Phased adoption from PRD execution to automated review, code review, and CI-friendly agent teams'