debug SKILL.md skillA

debug from suboss87/fdeops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add suboss87/fdeops/debug@git:20261005.ed7f271

Pins git:20261005.ed7f271 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
suboss87/fdeops
Path
skills/debug/SKILL.md
Versions recorded
4
Latest version
git:20261005.ed7f271, committed Oct 5, 2026
First version recorded
Sep 15, 2026
Size
1,394 bytes
Repository stars
947
License
MIT

Investigate a failure, regression or incorrect result in an integration or application, even before it can be reproduced. Use for diagnosis and repair; follow incident authority for live mitigation.

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

<!-- Generated by bin/generate-skills.js; edit the canonical references and catalog. -->

## Purpose

A diagnosed failure, repair and regression evidence.

Before investigating or acting:
1. Read [the task context contract](references/task-context.md).
2. Read [the method](references/debug.md).

Load further references only when the task needs them. Everything linked is included in this skill; no other skill pack is required.

## Principles

- Work directly from the supplied permitted context. Standalone work does not require an engagement folder or initialization. Record filenames in the method are optional persistence destinations when no engagement is bound.
- If called by @fde, reuse its current sanitized packet and scope. Do not restart setup, discovery or questions already answered.
- The task context contract controls persistence and authority in both modes. Preserve unknowns and distinguish implementation, verification, deployment and acceptance.
- Use the customer's repository instructions and available tools. Report a missing capability or unrun check honestly; do not claim that installing a skill provisions infrastructure.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add suboss87/fdeops/debug@sha256:f30da7cf50e31529

The line at the top of this page pins the label git:20261005.ed7f271, 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_ynagoiazboiuhwdw.svg)](https://markdownregistry.com/a/art_ynagoiazboiuhwdw)

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

Versions

The registry has recorded 4 versions of this file, between Sep 15, 2026 and Oct 5, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261005.ed7f271 latest2026-10-05 ed7f271 1,394 BA view · diff
git:20260917.da9b8672026-09-17 da9b867 1,540 BA view · diff
git:20260917.a9ffb902026-09-17 a9ffb90 1,502 BA view · diff
git:20260915.ba700212026-09-15 ba70021 1,463 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 (1394 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

suboss87/fdeops · 947 stars · license MIT · pushed 2026-10-21 · branch Main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ynagoiazboiuhwdw
GET https://markdownregistry.com/api/v1/resolve?ref=suboss87/fdeops/debug
GET https://markdownregistry.com/api/v1/blob/f30da7cf50e31529c9c9cf8f09febf65324065867ef2c5c03dd94686cc3da04b

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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Every file in suboss87/fdeops

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