القائمة
Use when the user asks to explore a repository, trace codepaths, map entry points, compare abstractions, or gather implementation context without changing files.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when opening a PR and driving it to green CI — push the branch, write a high-level PR description, watch checks, fix failures, and keep looping until green; also use when an already-open PR gets new commits.
Use when the user starts, resumes, switches, saves, or recalls a named task or ongoing work across sessions (e.g. "remember this", "continue X", "what was I doing on Y", "track this task").
Git commit workflow. Load when finishing any code-change task (after verification) to commit and push, or when explicitly staging/committing.
Use when modifying or adding a transform, loss, model, method, package, task-model, config, docs page, or example in a Lightly AG repo (lightly-ssl or lightly-train) and you need repo-specific conventions.
Spawn a subagent to run a task. Use when you want to delegate work to a separate pi instance.
Use when configuring or replicating LT-DETR v2 (ltdetrv2-s/m/l/x) COCO benchmarks via the lightly-train wrapper — model alias map, global vs per-rank batch size, recipe invariants, ECDet config mapping, cluster pins, and common gotchas.
| name | codebase-exploration |
| description | Use when the user asks to explore a repository, trace codepaths, map entry points, compare abstractions, or gather implementation context without changing files. |
Use this skill for read-only investigation of an existing codebase.
rg, find, read, and bash for inspection.pwd and git rev-parse --show-toplevel or equivalent). If multiple worktrees/checkouts exist, explicitly name which one is authoritative.gh api repos/<owner>/<repo>/contents/<path>?ref=<sha> or gh api search/code as a fallback.subagent skill.minimax/MiniMax-M3 --thinking high or openai-codex/gpt-5.4-mini --thinking high.