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SkillsMP 已收集 huangruiteng/loopx 中的 11 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 11 / 11 个已收集 Skill。
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…
原文语言：英语
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…
原文语言：英语
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…
原文语言：英语
在 SWE-Marathon 上做 codex harness 五臂对照（裸 codex / 原生 /goal / LoopX 三模式）。包含 agent 适配、跑法、监控，以及一整天踩出来的坑——这些坑的共同特征是**退出码 0、日志干净、结果看着正常**，不看这份文档几乎必然重踩。
在 Terminal-Bench 4.0 上做 codex harness 五臂对照（裸 codex / 原生 /goal / LoopX 三模式）。复用 SWE-Marathon 那套驱动，靠 WEN_BENCH 切换。重点是 TB4 相对 SWE-Marathon 的四处结构性差异——每一处踩错都**退出码 0、有轨迹、有分数**，只是分数不对。
Use when a LoopX worker is operating an auto-research lane, demo pane, frontier item, evidence packet, promotion/retirement decision, or visible tmux/Codex auto-research rehearsal. Identity must come from the LoopX role profile and quota/frontier packet; this…
原文语言：英语
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…
原文语言：英语
Use when LoopX must manage a multi-PR or multi-MR delivery program across one or more repositories: inventory current change requests, reconcile new/merged/closed or retargeted work, preserve requirement and dependency priorities, maintain a roadmap document,…
原文语言：英语
Operate an explicitly activated LoopX Material Lifecycle for a connected project. Use for material-store inventory, lossless migration, candidate/archive transitions, exact-read-backed ranking, ranked-entry rebuilds, bounded Explore intake, owner-gated apply,…
原文语言：英语
Qualify the exact final diff for a LoopX-managed goal. Use when goal policy enables change_quality_qualification, before a non-trivial delivery or merge, and when producing or repairing an exact-scope quality receipt. The workflow is language-neutral, permits…
原文语言：英语
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…
原文语言：英语