Diagnose and repair LoopX control-plane drift or agent behavior drift. Use when a LoopX task makes unexpectedly small progress, follows a stale or contradictory recommended_action, ignores a higher-priority blocked item while doing fallback work, reports…
Use for `/loopx-pr-review` or evidence-backed PR queue review. Run `loopx pr-review` first, execute the capability-owned review plan for each selected exact head, then publish full bilingual PR reviews (complete Chinese five-block review plus one concise…
Use when connecting a repository or project goal document to LoopX, maintaining project-local goal state, refreshing stale dashboard status, syncing local projects into the shared global registry, or diagnosing LoopX CLI/PATH/status/history issues across…
Inspect authorized LoopX Goals, Todos and deliveries to explain progress, identify owner decisions and delegate intent to the right worker.
Migrate historical SWE-Marathon agent configurations to the shared Codex runtime.
Optional maintainer workflow for the approval, merge-readiness, or authorized self-merge decision on a LoopX pull request. Requires the exact-head review evidence from `loopx pr-review`. Review depth, verdicts, review comments, and the published review format…
Use when a LoopX-managed goal runs, tracks, scores, or analyzes a benchmark experiment through benchmark-toolkit, including experiment-board rows, solver arms, integrity qualification, matched comparisons, or case insights. Do not use for casual benchmark…
Use when a connected LoopX project is asked to read, remember, record, index, register, or use a durable project material such as a Lark/wiki/design doc, research note, SOP, owner packet, migration report, benchmark paper, or external material source. Use…