Content
57%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
Well-organized and dense with useful domain-specific reasoning, but it leans on a phase_details.md reference that is absent from the bundle, leaving core implementations inaccessible, and the multi-step pipeline lacks explicit validation feedback loops between phases.
Suggestions
Add the missing phase_details.md to a references/ directory (or inline the essential code) so the repeated 'See: phase_details.md' pointers resolve to real content.
Insert explicit validation checkpoints between phases (e.g., after Phase 1 QC and Phase 2 sample matching: assert minimums met before proceeding; on failure, diagnose and re-run) to satisfy the batch-pipeline feedback-loop requirement.
Replace the partial correlation loop and pathway_score comment with complete, copy-paste-ready functions rather than fragments deferred elsewhere.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and assumes domain competence; the Domain Reasoning and LOOK UP DON'T GUESS sections add genuine non-obvious value rather than restating basics. A few sections (Use Cases, Limitations) could be tightened slightly. | 4 / 5 |
Actionability | Provides some executable code (match_samples_across_omics, spearmanr loop, pathway_score formula) but key implementations are fragments or comments, and full code is deferred to phase_details.md — a file that is not present in the bundle, leaving guidance incomplete. | 3 / 5 |
Workflow Clarity | Eight phases are clearly sequenced and Quantified Minimums act as a partial checklist, but this batch/multi-step pipeline lacks explicit validation checkpoints and fix→retry feedback loops between phases (the destructive/batch cap applies). | 3 / 5 |
Progressive Disclosure | Good section structure and clear signaling toward phase_details.md, but that referenced file does not exist (no references/ dir), so the one-level-deep navigation is broken rather than resolvable. | 3 / 5 |
Total | 13 / 20 Passed |