bootstrap
Run a single command to analyze your project's docs, code files, languages, and domains, then automatically generate and validate a customized suite of AI domain expert agents, specialist critics, and supporting tools like test-strategist and security-privacy reviewers, fully wired for your codebase.
Component Overview
Install
npx claudepluginhub closedloop-ai/claude-plugins --plugin bootstrapComponent Details
Agents (10)
This document defines the canonical structure for critic/architecture agents in `.claude/agents/`.
Intelligently decides which base agents should be split into specialist agents
Generates complete agent prompt files using LLM expertise (no templates!)
Validates generated agent prompts for structure, headers, and quality
Final validation of complete agent suite integrity
Identifies domains of work (not frameworks) by analyzing project documentation
Maps detected languages and domains to base expert agent roles
Validates agent specifications before prompt generation
Detects programming languages via simple file counting
Ingests project documentation to extract context, conventions, and tech stack
README
ClosedLoop.AI Claude Plugins
ClosedLoop is an AI platform that brings the speed of individual AI-driven development to the full software development team. We're offering our agents as open sourced Claude Code plugins because we just couldn't keep this a secret for ourselves — check out our agents for planning, code reviews, judging quality and more that outperform Opus 4.6 and Sonnet 4.5 out of the box.
Bootstrap. Plan. Code. Ship. It's that simple.
LLMs are great at non-deterministic content generation — horrible at being repeatably correct.
That's why we took Claude Code and extended it with a lightweight multi-agent orchestration workflow paradigm that works for us; modeling how we collaborate as a team.
Optimized for efficiency & correctness to produce code that lands without the churn; it's grounded in your codebase and outperforms Opus 4.6 out of the box at half the cost.
What's more impactful is that it allowed our team of engineers to shift left; reviewing and approving sprints-worth of work scope in documented implementation plans and generating the code while we slept.
Tickets become Tasks. Epics become Features. Sections of your quarterly roadmap land in a few PRs.
Multi-repository, adaptive self-learning, & artifact-bound phased workflow gates that loop until correct.
Close the Loop on your SDLC with the same tools that made us 400% faster today.
Plugins
| Plugin | Description |
|---|---|
| bootstrap | Project bootstrapping and initial setup |
| code | Code generation, implementation planning, and iterative development loop |
| code-review | Automated code review with inline GitHub PR comments |
| judges | LLM-as-judge evaluators for plan and code quality |
| platform | Claude Code expert guidance, prompt engineering, and artifact management |
| self-learning | Pattern capture and organizational knowledge sharing |
Prerequisites
- Python 3.11+ (3.13 recommended)
- jq
- Claude Code
Quick Start
# Install a plugin from the marketplace
claude /plugin marketplace install closedloop
# Or install from source for development
git clone git@github.com:closedloop-ai/claude-plugins.git
cd claude-plugins
git config core.hooksPath .githooks
# Bootstrap.
claude /bootstrap:start
# Plan. Code.
claude /code:start --prd requirements.md
Benchmarks
Contributing
See CONTRIBUTING.md for development setup, workflow, and code style guidelines.
Disclaimer
Our claude code plugins are a low-key engineering preview of the agents that run the larger ClosedLoop platform. These agents should be used for testing in trusted environments.
License
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