error-fixer-loop SKILL.md skillA
error-fixer-loop from andersonlimahw/lemon-ai-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add andersonlimahw/lemon-ai-hub/error-fixer-loop@git:20260920.28d64f3Pins git:20260920.28d64f3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- andersonlimahw/lemon-ai-hub
- Path
plugins/error-fixer-loop/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260920.28d64f3, committed Sep 20, 2026
- First version recorded
- Jul 21, 2026
- Size
- 10,423 bytes
- Repository stars
- 17
- License
- MIT
Recursive error-fix loop. Use when a bash command fails with a build/test/typecheck error, when the same class of error appears more than once, or when the harness itself needs a persistent rule so the error does not come back. Detect → root-cause → minimal fix → test → lint/typecheck → persist rule (SKILL.md / AGENTS.md / docs/rules) → audit with evidence. Cross-harness (Claude Code, OpenCode, Codex, Gemini, Agy).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Error Fixer Loop > Every fixed error must reduce the chance of the same error returning. > If the loop ends at the patch, it failed — even if the patch worked. Recursive skill: it closes the cycle between **execution**, **verification**, and **harness improvement**. Each run produces evidence (error found, decision made, test run, rule created, harness adjusted) and leaves the system harder to break in the same way. Reference pattern: [Como Criar uma Skill Recursiva](https://lemon.dev.br/pt/blog/skill-recursiva-feedback-loop-harness). --- ## Trigger Load this skill when ANY of these is true: - A `bash`/`shell` tool call returns output matching a known build/test/typecheck error pattern (see `hooks/` — they auto-inject a reminder). - The user says: "investigate this error", "fix this build", "test failed", "typecheck broken", "error keeps coming back". - You are about to conclude a fix and have not yet written a persistent rule. Do **not** load for: - Transient network/permission errors (one-off, not repeatable). - Errors in code owned by external vendors (no write access). - Pure refactors with no failing signal (use `code-smell` or `architecture-deepener` instead). …
Read the whole file at its exact version.
How to install
mdr add andersonlimahw/lemon-ai-hub/error-fixer-loop@sha256:0d9d951980f5ab9eThe line at the top of this page pins the label git:20260920.28d64f3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_azdecsdxdatx36vc)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 21, 2026 and Sep 20, 2026, about one every 61 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.28d64f3 latest | 2026-09-20 | 28d64f3 | 10,423 B | A | view · diff |
| git:20260721.d470e71 | 2026-07-21 | d470e71 | 10,077 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10423 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
andersonlimahw/lemon-ai-hub · 17 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_azdecsdxdatx36vc GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/error-fixer-loop GET https://markdownregistry.com/api/v1/blob/0d9d951980f5ab9eb6b0152fc2ba9fa9df2ae262e2c82b28ef2d692eacd2756f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.