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-structured, highly actionable tool-orchestration skill with clear sequencing, decision branches, and fallback chains. It loses points for a conceptual Domain Reasoning paragraph Claude already knows and for keeping all detail inline in a single large file with no progressive disclosure to separate reference files.
Suggestions
Trim or remove the 'Domain Reasoning' paragraph — acute vs. chronic toxicity, mitochondrial/fibrosis mechanisms, and LD50 framing are general knowledge Claude already has; keep only any decision rule unique to this workflow.
Split detail into one-level-deep reference files (e.g. references/tool_params.md for the parameter reference, references/report_template.md for the synthesis template) and signal them from SKILL.md so the main file reads as an overview.
Add one concrete Python snippet under 'COMPUTE, DON'T DESCRIBE' (e.g. a PRR computation with statsmodels) so the compute directive has a copy-paste example matching the tool guidance.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The bulk is lean, tool-specific guidance (exact tool names, params, thresholds, fallback tables) that earns its tokens, but the 'Domain Reasoning' paragraph restates general knowledge Claude already has ('acute toxicity may reflect direct mitochondrial damage... chronic hepatotoxicity may involve fibrosis', LD50 framing). Mostly efficient with some unnecessary conceptual explanation that could be tightened — the level-2 anchor, not the lean level-3. | 2 / 3 |
Actionability | Provides concrete, executable guidance: exact tool names with typed parameters (e.g. 'FAERS_calculate_disproportionality (drug_name: str, reaction_meddra_pt: str)'), a WRONG-vs-CORRECT parameter reference table, decision logic, signal thresholds, and a copy-paste report template. For a tool-orchestration skill these named invocations are the executable unit; the scoring note exempts instruction skills from a code requirement when guidance is this actionable. | 3 / 3 |
Workflow Clarity | A clearly sequenced Phase 0-4 + Synthesis pipeline, each with objective/tools/workflow, plus error-recovery feedback via 'Decision Logic' branches (no AOP match -> broaden keyword) and a 'Fallback Chains' table, and checklist-style structure via the evidence-grading tiers and report template. Matches the 'clear sequence with explicit feedback loops for error recovery and checklists' anchor. | 3 / 3 |
Progressive Disclosure | No bundle files exist (references/, scripts/, assets/ absent) and the ~310-line SKILL.md is monolithic — detailed phase descriptions, the parameter reference, and the full report template all live inline. Sections are well-organized, but content that could be split into one-level-deep reference files is not, fitting the 'content that should be separate is inline' level-2 anchor rather than a well-signaled multi-file structure. | 2 / 3 |
Total | 10 / 12 Passed |