# MartinLoop — Stop Runaway Loops, Bad Code & Token Waste

> MartinLoop — Stop Runaway Loops, Bad Code & Token Waste — keesan12-martin-loop. Use this tool when you need to prevent runaway loops, bad code, and token waste in autonomous AI agents. It provides runtime governance and budget guardrails, enforcing per-session spend caps and verifier safety gates to ensure safe and efficient code execution. Ideal for use with Claude Code, Cursor, and other AI systems to optimize performance and minimize resource waste.

Canonical page: https://skillsregistry.net/skills/keesan12-martin-loop  
JSON: https://api.skillsregistry.net/v1/skills/keesan12-martin-loop

## Description

Runtime governance and budget guardrails for Claude Code, Cursor, and autonomous AI agents. Enforces per-session spend caps, verifier safety gates, and runaway loop prevention.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/ahyub6axm1)
- **Repository:** <https://github.com/Keesan12/martin-loop>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "keesan12-martin-loop"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/keesan12-martin-loop` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/keesan12-martin-loop/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt