AI Agent Skills

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Grade a completed factory run (a worktree + its chat) against your standards, cold and adversarially, so the system learns. Squashes the session transcript into a compac…

Make Storybook stories deterministic for UI Verify so captures stop coming back "changed" without a real change (flaky diffs). Use when setting up story-level visual tes…

Make @uiverify/vitest (Vitest browser-mode) captures deterministic so component visual tests stop coming back "changed" without a real change (flaky diffs). Use when set…

Use when exporting or deploying Ultralytics YOLO models in Platform or code — the Platform Export tab and yolo export/model.export() for ONNX, TensorRT, CoreML, Core AI,…

Use when choosing or comparing Ultralytics models in Platform or code — picking a model family (YOLO26/YOLO11/YOLOv8, YOLO-World, YOLOE, SAM/SAM2/FastSAM, RT-DETR, YOLO-…

Use when training, fine-tuning, or validating Ultralytics YOLO models in Platform, cloud GPUs, or local code — model.train(), yolo train/val, remote metric streaming, ep…

Use when improving or comparing Ultralytics YOLO models in Platform or code, or running hyperparameter search/autotraining — Platform experiment comparison, the systemat…

Design and improve CLI, scripts, Make targets, and tool interfaces for AI coding agents. Use when a repository exposes repetitive shell workflows, noisy command output,…

AI编码同志精神纲领——"八荣八耻"。这是一套价值观体系， 旨在从根本上塑造 Claude Code、Codex 等 AI 编码智能体的工作品格与责任意识。 在以下场景中必须触发此技能：任何涉及代码生成、代码修改、接口调用、架构变更、 bug修复、重构、技术方案设计的任务。当 AI 准备动手写代码时，先完成精神自检， 让每一行代码都承载…

Use to design, implement, review, or test CLI tools, flags, config precedence, terminal UX, errors, and docs.

Stagnation detector + persona switcher. Triggers when the same file is edited 3+ times for the same issue, the same hypothesis fails 3+ times in mcp_think, the auditor r…

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Use when a module needs test coverage - creates tests for adapters, services, and components.