bug-discovery-pro
Bug discovery (professional)
Skill text is English; answer in the user’s preferred language when rules or the conversation specify it.
No tool yields 100% of all bugs — treat outputs as candidates with evidence and confidence (bug-candidates-and-confidence.md). This skill encodes end-to-end debugging methodology (static + graph + runtime), taxonomy-informed triage, and related-defect analysis via GitNexus impact and api_impact when indexed. Confirm repro (or logs), indexed graph freshness, and repo identity in multi-repo setups.
GitNexus: Index the codebase first (gitnexus-cli skill or org pipeline), then use MCP tools on the user-gitnexus server per references/gitnexus-graph-workflow.md.
Boundary
bug-discovery-pro owns debugging process, hypothesis discipline, bug classification cues, graph-assisted and telemetry-aware investigation narratives, and candidate reporting. It does not replace on-call runbooks, full APM ownership, or *-pro implementations — delegate fixes and deep framework edits to the right skill.