bug-diagnostics SKILL.md skillA
bug-diagnostics 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/bug-diagnostics@git:20260716.8e0e966Pins git:20260716.8e0e966 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/bug-diagnostics/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260716.8e0e966, committed Jul 16, 2026
- Size
- 9,707 bytes
- Repository stars
- 17
- License
- MIT
Loop de diagnóstico para bugs difíceis e regressões de performance. Feedback loop → reprodução → hipóteses → instrumentação → fix + teste → cleanup. Use quando o usuário disser "diagnosticar"/"debugar isso", ou relatar algo quebrado/lançando exceção/falhando/lento.
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
# Bug Diagnostics Uma disciplina para bugs difíceis. Pule fases apenas quando justificado explicitamente. > **Créditos**: Baseado em `diagnosing-bugs` por [Matt Pocock](https://github.com/mattpocock/skills/tree/main/skills/engineering/diagnosing-bugs). Adaptado para português BR pelo Lemon AI Hub. Ao explorar o codebase, leia o `CONTEXT.md` (se existir) para construir um modelo mental claro dos módulos relevantes, e consulte ADRs na área que vai mexer. ## Foco Dois princípios não-negociáveis: 1. **Feedback loop tight** — um sinal de pass/fail que fica vermelho _neste_ bug. Sem loop, debugging é adivinhação. 2. **Determinismo** — mesmo veredito a cada execução. Bugs não-determinísticos devem ter a taxa de reprodução elevada até serem debugáveis. --- ## Fase 1 — Construir o feedback loop **Esta é a habilidade.** Todo o resto é mecânico. Se você tem um sinal de pass/fail **tight** para o bug — um que fica vermelho _neste_ bug — você vai encontrar a causa; bisection, teste de hipóteses e instrumentação apenas o consomem. Se não tem, nenhuma quantidade de olhar código vai salvar. Invista esforço desproporcional aqui. **Seja agressivo. Seja criativo. Recuse-se a desistir.** …
Read the whole file at its exact version.
How to install
mdr add andersonlimahw/lemon-ai-hub/bug-diagnostics@sha256:998124138f6cf588The line at the top of this page pins the label git:20260716.8e0e966, 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_ag4axwufh35zjkin)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 16, 2026.
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 (9707 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_ag4axwufh35zjkin GET https://markdownregistry.com/api/v1/resolve?ref=andersonlimahw/lemon-ai-hub/bug-diagnostics GET https://markdownregistry.com/api/v1/blob/998124138f6cf58859fa36a4ae13ec7e7d429bf613a0139d7ac1544ec67a770b
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.