From file to useful result
How to ask with this skill installed
Installing the skill gives your AI a method. Your request still has to provide the case-specific facts, constraints and expected output.
Describe the decision or deliverable, not just the topic.
Add source material, audience, limits and known facts.
Set format, quality criteria and checks.
Mistakes to avoid
| Issue | Cause | Solution | |-------|-------|----------| | Coverage doesn't improve after patching | Wrong obstacle identified | Profile execution to find actual bottleneck | | Many false positive crashes | Downstream code has assumptions | Add defensive defaults or partial validation | | Code compiles differently | Macro not defined in all build configs | Verify macro in all source files and dependencies | | Fuzzer finds bugs in patched code | Patch introduced invalid states | Review patch for state invariants; consider safer approach | | Can't reproduce production bugs | Build differences too large | Minimize patches; keep validation for state-critical checks |