Content
92%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-structured, highly actionable monitoring workflow with executable commands, clear sequencing, and useful conditional fallbacks. Its main weakness is progressive disclosure: everything lives in one monolithic file with no references, and some detailed sub-procedures could be split out.
Suggestions
Move the detailed W&B python3 API blocks and the 'What to extract' checklist into a references/wandb-metrics.md file, keeping SKILL.md as a concise overview that links to it one level deep.
Consider extracting the Modal and vast.ai specifics into short reference snippets so the core monitor/collect/summarize flow stays scannable.
Add an explicit verification checkpoint step (e.g. 'Confirm each screen's status is finished/crashed before summarizing') to make the validation loop as concrete as the collection steps.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is command-driven and lean — ssh/screen/vastai/modal/wandb snippets with minimal prose — and assumes Claude's competence rather than explaining concepts. Only a few light rationale sentences (e.g. the auto-review-loop note) pad it, so it stays at the lean/efficient anchor rather than dropping to 2. | 3 / 3 |
Actionability | Provides fully executable, copy-paste-ready commands with placeholders throughout (ssh, screen -X hardcopy, vastai show instances, modal app logs, python3 wandb blocks), matching the anchor for specific examples and concrete guidance. | 3 / 3 |
Workflow Clarity | A clearly sequenced Step 1–6 workflow with explicit conditional branches ('If hardcopy fails ...', 'If JSON results exist ...', 'Skip this step entirely if wandb is not set') and a verification rule ('If results look wrong, check training logs for errors before concluding'). The destructive/batch cap does not apply since this is read-only monitoring. | 3 / 3 |
Progressive Disclosure | No bundle files exist and all content is inline in one ~120-line file with good section headings, but substantial sub-procedures (the detailed W&B python blocks, Modal section) that could live in one-level-deep reference files are kept inline, matching the 'content that should be separate is inline' anchor rather than a clean overview-plus-references structure. | 2 / 3 |
Total | 11 / 12 Passed |