Summary

loopkit provides 33 curated, battle-tested skills and a minimal harness to enhance coding agents like Claude Code, Cursor, Codex, and Gemini CLI. It addresses the issue of agents fabricating information by enabling specialization through dynamically loaded, reusable instruction sets, leading to cleaner code, systematic debugging, and improved security reviews.

How It Works

The core approach leverages a library of 33 focused "skills," each a reusable instruction set designed to load only when its trigger matches. This contrasts with raw agents that "guess," leading to inefficiencies. loopkit includes a harness with standing context, permission controls, a verifier subagent, and a "Plan→Act→Verify" loop runner (run.sh), built upon Anthropic's agent-engineering patterns for specialized agent behavior and token efficiency.

Quick Start & Requirements

Installation is straightforward via a bash script: curl -fsSL https://raw.githubusercontent.com/Archive228/loopkit/main/install.sh | bash. Existing files are preserved by default; use FORCE=1 to overwrite. Manual installation involves cloning the repository and copying specific files (.claude/, skills/, .mcp.json, MEMORY.md, run.sh) into the project directory. The system is compatible with Claude Code, Cursor, Codex, and Gemini CLI.

Highlighted Details

• Features 33 battle-tested skills organized into 9 tracks: agent/llm, debug, security, frontend, testing, refactor, docs, data, and git/ops.
• Includes a "Plan→Act→Verify" loop runner script (run.sh).
• The harness setup provides essential components: standing context (CLAUDE.md), permission settings (settings.json), an adversarial verifier subagent, MCP wiring (.mcp.json), and a cross-session memory index (MEMORY.md).
• Skills are designed for easy forking and customization.

Maintenance & Community

No specific details regarding maintainers, community channels (e.g., Discord, Slack), or sponsorship were provided in the README.

Licensing & Compatibility

The project is released under the MIT license, which is permissive for commercial use and integration. It is explicitly built to be forked and is compatible with several popular coding agents.

Limitations & Caveats

The provided README does not detail specific limitations, known bugs, or unsupported platforms. The effectiveness of loopkit is contingent on the capabilities of the underlying coding agent it is integrated with, and the "minimal" harness may require further configuration for advanced use cases.