# Loopify Debug

> Use when a loop is stuck, repeating failures, flaking, patching the wrong target, hitting an authority conflict, or burning turns without convergence.

- **Type:** Skill
- **Install:** `agentstack add skill-andreratzenberger-loopify-loopify-debug`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [AndreRatzenberger](https://agentstack.voostack.com/s/andreratzenberger)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [AndreRatzenberger](https://github.com/AndreRatzenberger)
- **Source:** https://github.com/AndreRatzenberger/loopify/tree/main/plugins/loopify/skills/loopify-debug

## Install

```sh
agentstack add skill-andreratzenberger-loopify-loopify-debug
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# loopify-debug

Rescue stuck loops.

## When To Use

- The same failure repeats.
- Checks are flaky or invalid.
- The evaluator is weak.
- The loop is burning turns without convergence.
- The next useful step might be blocked or escalated, not another patch.

## Do Not Use

- Do not keep applying cosmetic patches to repeated failures.
- Do not weaken checks just to escape a stuck loop.
- Do not ignore authority-boundary conflicts.

## Workflow

1. Read Loop Contract and trace.
2. Classify the stuck pattern with `references/stuck-loop-taxonomy.md`.
3. Identify whether the issue is implementation, check, spec, context,
   authority, or budget.
4. Recommend recovery using `templates/recovery-plan.md`.
5. Write a blocked report if no authorized recovery exists.
6. Patch only when recovery is clear and authorized.

## Output

Diagnosis, recovery plan, or blocked/escalated report.

## Validation

- The repeated pattern is named.
- The next diagnostic differs from the failed attempts.
- Blocked/escalated recommendations cite the contract rule.

## Example

```text
Use loopify-debug on docs/examples/stuck-loop-debug/trace.md and classify why the loop is not converging.
```

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [AndreRatzenberger](https://github.com/AndreRatzenberger)
- **Source:** [AndreRatzenberger/loopify](https://github.com/AndreRatzenberger/loopify)
- **License:** MIT

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-andreratzenberger-loopify-loopify-debug
- Seller: https://agentstack.voostack.com/s/andreratzenberger
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.