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Capture reusable knowledge after milestones. Systematically review what was learned and persist it to the right layer. Keywords: sediment, crystallize, capture, persist, remember, learned, milestone, retrospective.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
| name | sediment |
| description | Capture reusable knowledge after milestones. Systematically review what was learned and persist it to the right layer. Keywords: sediment, crystallize, capture, persist, remember, learned, milestone, retrospective. |
Persist valuable, reusable knowledge to the right layer after completing a task or milestone.
Ask: is this stable, reusable, and verified? If it's speculative or session-specific, skip it.
Before writing new entries, scan existing memory, skills, rules, and CLAUDE.md for anything this session invalidated or superseded. Update or delete stale entries first.
| What | Where | Example |
|---|---|---|
| Project-specific facts, known bugs, debugging notes | memory/MEMORY.md or topic files | "vLLM START_DP_WAVE race condition" |
| Reusable workflow (multi-step, invoked on demand) | ~/.claude/skills/{name}/SKILL.md | /diagnose-bug, /upstream-bug-report |
| Code style / conventions (file-type scoped) | ~/.claude/rules/{name}.md | Python style, shell rules |
| Cross-project principles / persona / workflow rules | ~/.claude/CLAUDE.md | "Keep observations in sync" |
| Project architecture, design patterns, verification | {project}/CLAUDE.md | Architecture diagrams, test commands |
Query SwanLab experiment metrics and run status. Use when checking training/producer metrics, comparing runs, or investigating experiment health. Keywords: swanlab, metrics, experiment, loss, reward, training progress, wandb.
Launch a background agent to monitor a long-running remote job (K8s, SLURM, CI). Use when submitting jobs that need async monitoring. Keywords: monitor, watch job, background agent, submit and watch, check job status.
Generate a weekly report summarizing commits and PRs across the main repo and all external/ submodules. Keywords: weekly report, 周报, work summary, 工作总结.
Hypothesis-first bug diagnosis. Verify the user's diagnosis before proposing alternatives. Keywords: bug, diagnose, debug, fix, hypothesis, root cause, crash, error, timeout, traceback.
Build a first-failure timeline for distributed incidents. Use when debugging crashes, hangs, watchdog timeouts, collective mismatches, or cascading errors where the last error is often not the root cause.
Convert local debugging results into high-quality upstream issues or RFC comments. Use when filing bugs to external projects with clear reproduction, first-failure evidence, root-cause hypothesis, and scoped fix suggestions.
