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Use when the user asks to explore a repository, trace codepaths, map entry points, compare abstractions, or gather implementation context without changing files.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| 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.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.