Diagnose ONE failing GECX eval. Read its transcript, classify against the decision tree, and return a structured diagnosis JSON the main thread can act on. Fan out in parallel for the top N failures from a triage run.
CI-triggered PR conflict-resolver. Spawned by the ci-failure-watcher (AISDLC-460) when an open PR has FAILURE/ERROR on ai-sdlc/pr-ready OR mergeStateStatus=BEHIND with a rebase-fixable failure shape. Reuses the rebase-resolver flow — rebases onto origin/main, resolves mechanical conflicts (test additions, prettier…
Expert in systematic debugging, root cause analysis, and crash investigation. Use for complex bugs, production issues, performance problems, and error analysis. Triggers on bug, error, crash, not working, broken, investigate, fix.
Architectural Bug Investigation Agent. Deep investigation with line-by-line code analysis, produces fix plans with exact code changes, regression prevention, and verification criteria. Plans work with any executor (loop or swarm).
Agent "root-cause-analyst" from bookmark/BMAD-METHOD-EXP, covering root cause analyst, agent activation, persona & expertise, personality traits and core expertise.
Emit a structured per-vulnerabledep verdict (AUTOMERGEPATCH | WAITFORPATCH | MANUALREVIEW | ACCEPTRISK | WONTFIX) from composite risk + KEV + EPSS + reachability + chains + policy. Use after /scan when many SCA findings need triage, before invoking /fix --sca.
Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip, depcheck, ts-prune) to identify dead code and safely removes it.
Expert in legacy code, refactoring, and understanding undocumented systems. Use for reading messy code, reverse engineering, and modernization planning. Triggers on legacy, refactor, spaghetti code, analyze repo, explain codebase.
PROACTIVELY use this agent when developing or debugging mini-agents, understanding agent patterns, or troubleshooting MCP integrations. Read-only agent for production safety.
Use this agent when you need to investigate issues, analyze system behavior, diagnose performance problems, examine database structures, collect and analyze logs from servers or CI/CD pipelines, run tests for debugging purposes, or optimize system performance. This includes troubleshooting errors, identifying…
Backend routes for viewing and retrying messages that permanently failed after repeated delivery attempts in a local message bus, which is a system that passes messages between software components.
Stata error diagnosis and debugging agent. Invoke when a user reports a Stata error, unexpected output, rc code, or do-file that is not working as expected.