Content
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
Highly actionable and well-sequenced pipeline body with concrete tool calls, parameters, and a validation checkpoint, but it is verbose in places and references four bundle files that are not actually present. Creating the referenced reference files and trimming repeated emphasis would lift the two score-2 dimensions.
Suggestions
Create the referenced SCORING_CRITERIA.md, REPORT_TEMPLATE.md, TOOL_REFERENCE.md, and QUICK_START.md under a references/ directory so the signaled progressive-disclosure structure is real rather than dangling, and move the inline scoring tables and per-phase tool lists into them.
Tighten repeated emphasis blocks — e.g. consolidate 'RUN THE ML MODELS, DON'T SKIP THEM' rationale and the multiple 'IMPORTANT/REQUIRED' callouts — to reduce padding and raise conciseness toward the score-3 lean anchor.
Move the full ADMET-AI endpoint table and Python fallback into TOOL_REFERENCE.md, keeping only the requirement statement and a pointer in SKILL.md, to reduce inline bulk while preserving actionability.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly operational tool/parameter lists without over-explaining basic concepts, but ~280 lines are padded with repeated 'IMPORTANT'/'REQUIRED' emphasis and rationale paragraphs ('RUN THE ML MODELS, DON'T SKIP THEM…') that could be tightened; score 3 requires every token to earn its place, which this repeated emphasis does not meet. | 2 / 3 |
Actionability | Provides executable, copy-paste-ready guidance — exact tool names with required parameters ('species="homo_sapiens" REQUIRED', 'target_chembl_id__exact' double underscore, 'operation="median"') and a complete Python ADMET-AI fallback script — matching the score-3 fully-executable anchor. | 3 / 3 |
Workflow Clarity | Clear phased sequence (Phase 0–10) with explicit gates ('Do not proceed to Phase 3 before completing Phase 1'), a Completeness Checklist validation checkpoint, and feedback loops (gate-1 failure → NO-GO/pivot), matching the score-3 anchor with explicit validation and error-recovery paths. | 3 / 3 |
Progressive Disclosure | References to SCORING_CRITERIA.md, REPORT_TEMPLATE.md, TOOL_REFERENCE.md, and QUICK_START.md are signaled one-level-deep, but none of these files exist in the bundle (no references/ dir); additionally substantial scoring tables and tool lists are inline rather than split into those files, fitting the score-2 'content that should be separate is inline' anchor rather than the score-3 well-split structure. | 2 / 3 |
Total | 10 / 12 Passed |