debug
Skill0 starsChanged 38 days agoMITView on GitHub
Something is broken and the cause is unknown.
191 other projects use a version of this.
Adopted by
Most recently taken up by
- patrickjaja/claude-desktop-extratheir own version, first seen Nov 15, 2026
- NVIDIA/Model-Optimizertheir own version, first seen Nov 15, 2026
- drosam/agentstheir own version, first seen Nov 15, 2026
- shivasaini04/nanocrewtheir own version, first seen Nov 15, 2026
- markmhendrickson/neotomatheir own version, first seen Nov 15, 2026
- automagik-si/omnitheir own version, first seen Nov 15, 2026
Used with
Projects with it also use add-discord, add-slack and 10 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.
MicrosoftSkilladd-discord
Add Discord bot channel integration via Chat SDK.
Also in 11 projects that use this
MicrosoftSkilladd-slack
Add Slack channel integration via Chat SDK.
Also in 11 projects that use this
- +10 more from microsoft
Other versions191 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 191
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- anthropics/knowledge-work-plugins★ 36ksame name
- nanocoai/nanoclaw★ 31ksame name
- gavrielc/nanoclaw★ 31ksame name
- qwibitai/nanoclaw★ 31ksame name
- openai/symphony★ 27ksame name
- FalkorDB/FalkorDB★ 10ksame name
- NVIDIA/Model-Optimizer★ 5.6ksame name
- NVIDIA/TensorRT-Model-Optimizer★ 5.6ksame name
181 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.
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.
0
Common
Most of the 175 edited versions we read keep these.
1
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 26
Verify on the same surface.
“Common” is measured: kept by at least 6 in 10 of the 175 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
Debug
You own the hunt. Do not guess from source. Do not ask the user to repro. A bug you cannot reproduce, you cannot prove fixed.
Engineer
Question only this failure, not the product. Fight to add nothing. The smallest change the evidence justifies ships, nothing more. A "might help" guard is not a fix; revert it. Same result with less is the win, or better.
Trace to the real cause. Do not hide a problem. A nil-check that silences a crash is a symptom fix. If a workaround needs a paragraph to justify it, the code is wrong.
Do
The environment already starts the app. Reproduce it yourself on the real surface. Won't fire? Force it: tighter trigger, more logs, synthetic input. Ask the user only after you drove as far as the surface allows, with a stated reason.
Form hypotheses. Each pass, cut the most remaining space. Read the program as it runs. When state is unclear, instrument. Don't guess. Confirm the surviving mechanism with runtime evidence before you design a fix. A plausible cause can be wrong while the real one sits one layer over.
Restart bugs: suspect stale state first (config, cache, locks), then code. Check the pattern, not just the instance.
Fix only what the evidence names. Cheap local test path: failing check first, then the fix. Expensive or unclear: skip the new test, use the original repro, say why.
Verify on the same surface. The original repro now fails to happen. Inconclusive is not a pass. Unit tests show a branch, not bug absence. If the check looks green too easily, suspect the observation method before the system. Clean up instrumentation after.
Cause not obvious: you stay lead. Do not ship a fix from a summary; inspect the running program.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
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.

