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 | |-------|-------|----------| | Low executions/sec | Harness is too slow (logging, I/O, complexity) | Profile harness, remove bottlenecks, mock I/O | | No crashes found | Coverage not reaching buggy code | Check coverage, improve harness to reach more paths | | Non-reproducible crashes | Non-determinism or global state | Remove randomness, reset globals between iterations | | Fuzzer exits immediately | Harness calls exit() | Replace exit() with abort() or return error | | Out of memory errors | Memory leaks in harness or SUT | Free allocations, use leak sanitizer to find leaks | | Crashes on empty input | Harness doesn't validate size | Add if (size < MIN_SIZE) return 0; | | Corpus not growing | Inputs too constrained or format too strict | Use FuzzedDataProvider or structure-aware fuzzing |