debug SKILL.md skillA
debug from bigduu/bamboo-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bigduu/bamboo-agent/debug@git:20260719.d8b770cPins git:20260719.d8b770c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bigduu/bamboo-agent
- Path
builtin_skills/debug/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260719.d8b770c, committed Jul 19, 2026
- Size
- 1,388 bytes
- Repository stars
- 22
- License
- MIT
Diagnose a concrete failure, regression, crash, hang, flaky test, or incorrect runtime behavior by reproducing it, testing hypotheses, and identifying the evidence-backed root cause. Use when symptoms or failing output exist; do not use for feature implementation without a failure, general code review, or a conceptual explanation.
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
# Debug Diagnose before changing code. 1. Capture the exact symptom, expected behavior, environment, and smallest known trigger from the request and available artifacts. 2. Reproduce the failure with the narrowest safe command. Establish whether it also occurs on the relevant clean baseline when that distinction matters. 3. Form a small set of falsifiable hypotheses. Inspect logs, state transitions, call sites, and tests to eliminate alternatives. 4. State the root cause only when evidence connects the trigger to the symptom; keep remaining hypotheses labeled as uncertain. 5. Modify files only when the user asked for a fix. Make the smallest root-cause change and verify the reproducer first, then the affected suite. Report the symptom, root cause or best-supported hypothesis, evidence, change status, verification, and remaining risk. Preserve these facts across context compaction. When a tool fails or permission is denied, try safe evidence sources already in scope and describe what remains unverified.
Read the whole file at its exact version.
How to install
mdr add bigduu/bamboo-agent/debug@sha256:bdee08df992591dfThe line at the top of this page pins the label git:20260719.d8b770c, 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_hcb4deinvcw424l7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 19, 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 (1388 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
bigduu/bamboo-agent · 22 stars · license MIT · pushed 2026-11-05 · branch dev
API
GET https://markdownregistry.com/api/v1/artifacts/art_hcb4deinvcw424l7 GET https://markdownregistry.com/api/v1/resolve?ref=bigduu/bamboo-agent/debug GET https://markdownregistry.com/api/v1/blob/bdee08df992591df15e292d3a01901c9bc59f8ef91a82eddedad230f32369451
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.
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