debug
Skill0 starsChanged 2 days agoMITView on GitHub
Use to find the cause of a concrete failure or unexpected behavior and make the smallest authorized fix.
191 other projects use a version of this.
Adopted by
Most recently taken up by
- 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
- alexj11324/Mikkatheir own version, first seen Nov 15, 2026
- PeanutGT/NutsSkillstheir own version, first seen Nov 8, 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-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- anthropics/knowledge-work-plugins★ 36ksame name
- gavrielc/nanoclaw★ 31ksame name
- nanocoai/nanoclaw★ 31ksame name
- qwibitai/nanoclaw★ 31ksame name
- openai/symphony★ 27ksame name
- FalkorDB/FalkorDB★ 10ksame name
- NVIDIA/TensorRT-Model-Optimizer★ 5.6ksame name
- NVIDIA/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.
In this repository22 other files it gives its agents.
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 174 edited versions we read keep these.
2
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 14
Fix directly when the evidence is clear: If a focused check confirms the failure and the code directly explains it, make the smallest …
- Distinctive: line 16
Keep intermittent reports separate: If the reported failure will not reproduce, record the conditions and what remains unknown.
“Common” is measured: kept by at least 6 in 10 of the 174 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
Start with what should happen, what actually happened, and the best evidence already available. Use Adapt if relevant facts are missing. Bring in other skills only for a distinct question, such as Design for unclear interaction intent or Test when a reliable check needs specialist work.
Open the matching Debug tool guide before interpreting tool-specific behavior or choosing a tool-specific diagnostic, even when working from saved traces. Skip guides when the evidence already establishes the cause and no tool-specific check is needed.
Find the cause
- Fix directly when the evidence is clear. If a focused check confirms the failure and the code directly explains it, make the smallest authorized fix and rerun the check. Skip a separate orientation or investigation pass.
- Trace an unclear cause. Use the smallest safe reproduction. Compare a working run with a failing one and trace the relevant path to the first point where their behavior diverges. For each plausible cause, choose a check that can rule it out. After two plausible hypotheses fail, pause the investigation. Report what you ruled out, where the evidence stops, and the next check you recommend.
- Keep intermittent reports separate. If the reported failure will not reproduce, record the conditions and what remains unknown. Fix an independently proven, in-scope defect if you find one. Leave the reported failure unverified until evidence connects it to that cause.
Fix and verify
- A clearly reported bug authorizes an in-scope fix. Stop at diagnosis when requested, and ask before changing agreed behavior. An orientation finding alone does not authorize a repair.
- Reuse a focused check that catches the failure. If a regression case needs coverage, extend an existing test when it fits naturally. Add a separate test if it needs different setup or would make the existing test unclear. Run the required project checks and verify affected behavior.
- Report the cause, fix, and actual results. If the original check cannot run, deliver the in-scope fix with the evidence you have, name the exact check still needed, and leave that behavior unverified. Honor explicit completion gates. Use Preflight for setup blockers and its rules for weaker fallbacks.
During an incident, Deploy’s operations branch owns mitigation and recovery. Give it causal evidence and any authorized fix. Use Audit for a separate security or privacy review and Migrate for persistent state transitions.
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