debugging-strategies SKILL.md skillA
debugging-strategies from chainlesschain/chainlesschain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add chainlesschain/chainlesschain/debugging-strategies@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- chainlesschain/chainlesschain
- Path
desktop-app-vue/src/main/ai-engine/cowork/skills/builtin/debugging-strategies/SKILL.md- Versions recorded
- 3
- Latest version
- v2.0.0, committed Aug 28, 2026
- First version recorded
- Jun 3, 2026
- Size
- 4,836 bytes
- Repository stars
- 11
- License
- a license file GitHub does not identify
Systematic debugging methodologies for diagnosing and resolving issues.
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
# Debugging Strategies Skill Apply systematic debugging methodologies to diagnose and resolve software issues. Includes the obra/superpowers systematic debugging methodology with root cause analysis, red flag detection, defense in depth validation, and session tracking. ## Usage ``` /debugging-strategies [mode] [error description or file path] ``` ## Modes ### Core Modes - **diagnose** (default) - Systematic diagnosis with checklist - **bisect** - Binary search to isolate the problem - **trace** - Execution trace analysis - **hypothesis** - Hypothesis-driven debugging - **rubber-duck** - Explain-to-debug methodology ### Advanced Modes - **root-cause** - 4-phase systematic root cause analysis (Investigation, Pattern Analysis, Hypothesis Testing, Implementation) with 3-fix threshold rule - **red-flags** - Detect anti-patterns in your debugging approach and rate quality (good/warning/danger) - **defense** - Multi-layer validation strategy (input, business logic, data access, output) with code templates - **session** - Track debugging sessions with timeline, hypotheses, and summaries ## Examples ``` …
Read the whole file at its exact version.
How to install
mdr add chainlesschain/chainlesschain/debugging-strategies@sha256:2a8843aba7ebaa9cThe line at the top of this page pins the label v2.0.0, 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_lt5mqt3igqtsshof)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 3, 2026 and Aug 28, 2026, about one every 43 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-08-28 | 44248c7 | 4,836 B | A | view · diff |
| v2.0.0 | 2026-08-28 | c29953e | 4,819 B | A | view · diff |
| v2.0.0 | 2026-06-03 | 3b0b2dc | 4,713 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 (4836 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
chainlesschain/chainlesschain · 11 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lt5mqt3igqtsshof GET https://markdownregistry.com/api/v1/resolve?ref=chainlesschain/chainlesschain/debugging-strategies GET https://markdownregistry.com/api/v1/blob/2a8843aba7ebaa9cb789d28cf4e1b2e15d1cda0e8113775d05374fef6442c2e4
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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