debugging
Skill3 starsChanged 32 days agoMITView on GitHub
Use for runtime bugs: crashes, wrong output, intermittent or silent failures, flaky tests, code that works locally but not in prod. Not for build failures or type errors; those go to build-fixer.
116 other projects use a version of this.
Adopted by
Most recently taken up by
- thistleknot/skillstheir own version, first seen Nov 8, 2026
- DevNewbie1826/skillstheir own version, first seen Nov 8, 2026
- MasihMoafi/skillstheir own version, first seen Nov 8, 2026
- ishandutta2007/Awesome-Claude-Skillstheir own version, first seen Nov 8, 2026
- idavidov13/agentic-playwrighttheir own version, first seen Nov 8, 2026
- profdorly/ultimate-dev-skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use Problem-Solving Techniques, media-processing and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
truongtv22SkillProblem-Solving Techniques
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.
Also in 4 projects that use this
mrgoonieSkillmedia-processing
Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick (image manipulation, format conversion, batch processing, effects, composition). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, extracting audio from video, applying filters and effects, optimizing file sizes, creating streaming manifests (HLS/DASH), generating thumbnails, batch processing images, creating composite images, or implementing media processing pipelines. Supports 100+ formats, hardware acceleration (NVENC, QSV), and complex filtergraphs.
Also in 6 projects that use this
JetBrainsSkillssr
Guide for using Structural Search and Replace in IntelliJ. Use when creating or modifying SSR inspections or search patterns.
Also in 3 projects that use this
mrgoonieSkillweb-frameworks
Build modern full-stack web applications with Next.js (App Router, Server Components, RSC, PPR, SSR, SSG, ISR), Turborepo (monorepo management, task pipelines, remote caching, parallel execution), and RemixIcon (3100+ SVG icons in outlined/filled styles). Use when creating React applications, implementing server-side rendering, setting up monorepos with multiple packages, optimizing build performance and caching strategies, adding icon libraries, managing shared dependencies, or working with TypeScript full-stack projects.
Also in 6 projects that use this
DevNewbie1826Skillprogramming
MUST USE for work on Python, Rust, TypeScript, JavaScript, or Go source files and project manifests, and whenever a test or spec file is written, reshaped, reviewed, or deleted. Triggers: write or edit code; add, change, or delete a test; test authoring gate; junk tests; new project; Go HTTP service (gin lane); Bubble Tea TUI; CJK IME; Connect-Go RPC; sqlc or pgx; branded IDs; exhaustive matching; unsafe Rust; Miri; oversized file; refactoring; logging, log levels, structured logging, or observability; arena, allocator, bumpalo, const fn, const generics, compile-time programming, zero-allocation APIs, bitfields, repr, scope guards, errdefer-style cleanup, Zig-like patterns, zero-copy parsing, packed data, or FFI; Rust public API design or macros.
Also in 3 projects that use this
- +6 more from mrgoonie
Other versions116 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 116
- tursodatabase/turso★ 25ksame name
- JetBrains/intellij-community★ 21ksame name
- DetachHead/rebased★ 6.5ksame name
- mrgoonie/claudekit-skills★ 2.2ksame name
- JetBrains/MPS★ 1.7ksame name
- danieleteti/delphimvcframework★ 1.4ksame name
- glommer/pgmicro★ 1.2ksame name
- karrioapi/karrio★ 799same name
- rapidaai/voice-ai★ 755same name
- i-am-manware/Manware-s-AI-Learning-Toolkit★ 717same name
106 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository22 other files it gives its agents.
- AGENTS.mdAGENTS.md
- hooks/AGENTS.mdAGENTS.md
- opencode/AGENTS.mdAGENTS.md
- scripts/AGENTS.mdAGENTS.md
- servers/AGENTS.mdAGENTS.md
- skills/AGENTS.mdAGENTS.md
- statusline/AGENTS.mdAGENTS.md
- templates/AGENTS.mdAGENTS.md
- tests/AGENTS.mdAGENTS.md
- analyzerSkill
- build-fixerSkill
- consolidate-memorySkill
- github-triageSkill
- git-masterSkill
- handoffSkill
- init-deepSkill
- omca-setupSkill
- planSkill
- refactorSkill
- remove-ai-slopsSkill
- reviewerSkill
- start-workSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 0 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 104 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 14
After two failed fix attempts, stop repeating edits and return the evidence and attempt history to the primary agent.
- Very specific: line 20
When advisor is available, consult it before escalating to the architect.
“Common” is measured: kept by at least 6 in 10 of the 104 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Debugging
Reproduce the runtime failure before changing behavior. Capture the exact command, inputs, environment, and observed failure. If reproduction is unavailable, state that limit and gather evidence rather than declaring a fix.
Form falsifiable hypotheses and test the cheapest useful distinction. Observe actual values with targeted instrumentation before patching. Change only the confirmed cause; explain the causal chain rather than treating a disappearing symptom as proof.
Rerun the same reproducer and nearby affected behavior. Add a regression test where practical. Remove only temporary instrumentation you added, review the diff, and log each build, test, or lint run with evidence_log and its real exit code.
After two failed fix attempts, stop repeating edits and return the evidence and attempt history to the primary agent; recommend oh-my-claudeagent:architect for deeper diagnosis. Build, type, dependency, and toolchain failures belong to oh-my-claudeagent:build-fixer.
For deeper diagnostic techniques, read references/methodology.md or references/diagnostics.md as needed; the latter holds a table for flaky tests.
Claude Code
When advisor is available, consult it before escalating to the architect. If it does not unblock the diagnosis, include its guidance and the observed results in the escalation.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

