12 tagged librechat, measured the same way as everything else here.
Browse within: grafana-alloy 12homelab 12
Agent
Active triager — normalizes a raw bug issue into a fix-ready L1 problem or rejects it. First pass on every bug-labeled issue; re-entered on harness kick-back with the failed attempt as evidence. Never fixes, never localizes on first pass.
Agent
Deep-reasoning advisor for hard sub-decisions — architecture choices, tricky bug diagnosis, ambiguous specs, risky trade-offs. Consulted by the sonnet-tier executor subagents (planner/implementer/reviewer) via Agent(advisor) when they hit something needing opus-level reasoning. Read-only; returns guidance, does not…
Agent
Autonomous implementer for server/API and frontend code — writes and edits code to satisfy a plan or spec, runs the right local validation, keeps changes tight. Consults the advisor for hard design/bug forks; runs secrets-scan before proposing a commit. Never pushes without approval.