sb-debug SKILL.md skillA

sb-debug from huruikagi/specbind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add huruikagi/specbind/sb-debug@git:20261015.0b6c394

Pins git:20261015.0b6c394 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
huruikagi/specbind
Path
tools/specbind/assets/skills/sb-debug/SKILL.md
Versions recorded
3
Latest version
git:20261015.0b6c394, committed Oct 15, 2026
First version recorded
Sep 1, 2026
Size
8,063 bytes
Repository stars
2
License
MIT

Use directly when the user asks why a Task or Direct item failed or cannot be implemented. Establish the root cause, categorize it, and return a next action. Read-only; never starts implementation or applies the fix.

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

# Diagnose one failure

The **diagnosis is the deliverable**. Someone else applies the fix, from a
context that did not watch this failure happen.

## Final response contract — before any investigation

Your final response is incomplete unless it ends with this exact parseable
shape. Reserve it now and fill it from the evidence:

```text
## Diagnosis
- CATEGORY: IMPLEMENTATION | REVIEW | PLAN | ARTIFACT | ENVIRONMENT | UNDETERMINED
- CAUSE: <what diverges, and where>
- NEXT_ACTION: <for whoever owns that category>
- UNCERTAIN: <what remains open, or none>
```

Naming a category in prose does not satisfy this contract. Do not rename the
heading, omit a field, or return only a narrative diagnosis.

## Apply project language style

Before authoring any artifact or user-facing prose, read:

```sh
specbind rule read language-style --for consume
```

Apply returned policy only to natural-language prose. `NO_CHANGE RULE_ABSENT`
means no additional project preference; any `ERROR` line stops the workflow.

```sh
specbind protocol read debug
```

## Resolve the subject

Use the explicit failure, Spec, and Task identity supplied by the caller. When a
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add huruikagi/specbind/sb-debug@sha256:7fc6ce53949da399

The line at the top of this page pins the label git:20261015.0b6c394, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_t4vgouzwy47nll2c.svg)](https://markdownregistry.com/a/art_t4vgouzwy47nll2c)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Sep 1, 2026 and Oct 15, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
git:20261015.0b6c394 latest2026-10-15 0b6c394 8,063 BA view · diff
git:20260906.d2501672026-09-06 d250167 6,806 BA view · diff
git:20260901.b1498fa2026-09-01 b1498fa 6,458 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8063 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

GitHub

huruikagi/specbind · 2 stars · license MIT · pushed 2026-11-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_t4vgouzwy47nll2c
GET https://markdownregistry.com/api/v1/resolve?ref=huruikagi/specbind/sb-debug
GET https://markdownregistry.com/api/v1/blob/7fc6ce53949da399612bd1a10eb84e8f8ad9acb30841eb0394ec26b91d9b99d7

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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