Content
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-sequenced, highly actionable research-gating skill with strong validation checkpoints and feedback loops. Its main weakness is token efficiency and progressive disclosure: the long inline bash/prompt blocks and duplicated field lists could be tightened or extracted into reference files.
Suggestions
De-duplicate the seven evaluation fields: define them once and have the Step 3 parse template reference the Step 2 prompt's field list rather than restating all fields.
Extract the large Step 5 research-wiki bash block into a referenced script (e.g. scripts/update_research_wiki.sh) and keep only the call site and key constraints inline, improving both conciseness and progressive disclosure.
Tighten the inline bash comments to the non-obvious constraints only, trimming the explanatory prose that restates what the commands already show.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is operational and free of basic-concept padding, but at ~200 lines it duplicates the seven-field list between the Step 2 spawn prompt and Step 3 parse template, and the Step 5 bash block carries verbose inline comments that could be tightened. | 2 / 3 |
Actionability | Provides concrete executable guidance — real W&B (`wandb.Api().run(...).history()`) and ssh calls, a complete `spawn_agent` prompt schema, and copy-paste-ready `python3 research_wiki.py` commands with specific flags — rather than vague direction. | 3 / 3 |
Workflow Clarity | Steps are clearly sequenced (Collect → Codex Judgment → Parse → Integrity check → Route → Wiki) with explicit validation (integrity_status fail/warn downgrades confidence), a partial→supplement→re-run feedback loop, and explicit edge-case handling (unavailable reviewer, unreachable wiki script). | 3 / 3 |
Progressive Disclosure | No bundle files exist; the external refs that are present (`shared-references/experiment-integrity.md`, `../shared-references/review-tracing.md`) are well-signaled and one-level-deep, but the large inline Step 5 bash block and spawn prompt are content that could be split into reference files. | 2 / 3 |
Total | 10 / 12 Passed |