Puiching-Memory

Use when: inspecting TAAC/Taiji platform pages on taiji.algo.qq.com, especially model training instances, checkpoint pages, metrics plots, TensorBoard-like scalars, browser MCP sessions, authenticated cookies, or direct platform API calls. Prefer API data over screenshots.

Use when changing TAAC PCVR experiment packages or shared PCVR runtime code under experiments/, src/taac2026/domain, src/taac2026/application, or src/taac2026/infrastructure, including model contracts, experiment discovery, packaging, training/evaluation/inference hooks, and accelerator-backed modeling behavior.

Use before running TAAC repository Python commands, pytest, console scripts, packaging/docs CLIs, or run.sh, and when working on local setup, uv/CUDA dependency flow, online training or inference bundles, package contents, platform Python execution, or environment/debug docs.

Use when editing or reviewing TAAC docs, zensical configuration, generated site artifacts, GitHub Pages deployment workflows, docs CI behavior, or questions about whether documentation changes deploy correctly.

Use when Dev Container attach is slow, VS Code Remote Containers leaves stale helper processes, /tmp/.X11-unix has many displays, /root/.vscode-server has old versions/logs, or extension caches need safe cleanup inside a dev container.

Retrieve and analyze GitHub Actions CI/CD logs. Use when the user provides a GitHub Actions run URL (e.g. https://github.com/OWNER/REPO/actions/runs/RUN_ID) and needs to diagnose CI failures, view raw logs, or summarize build results. Works with or without the raw logs direct URL.

用 Godot 命令行操作项目。适用于 Codex 需要定位 Godot 可执行文件、验证 `project.godot`、启动编辑器或项目管理器、运行项目或指定场景、执行无头脚本或渲染脚本、导入资源、构建 C# 解决方案、导出预设或资源包、输出场景截图、收集日志、排查启动或运行问题的场景。把 Godot CLI 抽象成面向任务的工作流，用于“运行这个项目”“打开编辑器”“导入后退出”“导出构建”“给某个场景截图”或“排查 Godot CLI 失败”等请求。