Generate format-controlled research reports with evidence tracking, citations, and iterative review. This skill should be used when users request a research report, literature review, market or industry analysis, competitive landscape, policy or technical brief, or require a strict report template and section formatting that a single deepresearch pass cannot reliably enforce.
100
100%
Does it follow best practices?
Impact
100%
1.13xAverage score across 3 eval scenarios
Advisory
Suggest reviewing before use
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a strong skill description that clearly articulates specific capabilities (format-controlled reports, evidence tracking, citations, iterative review) and provides explicit trigger guidance with multiple natural user terms. It effectively differentiates itself from simpler research tools by emphasizing structured formatting requirements.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'format-controlled research reports', 'evidence tracking', 'citations', and 'iterative review'. These are distinct, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both what (generate format-controlled reports with evidence tracking, citations, iterative review) AND when (explicit 'should be used when' clause listing specific use cases and differentiating from single deepresearch pass). | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural terms users would say: 'research report', 'literature review', 'market or industry analysis', 'competitive landscape', 'policy or technical brief', 'report template', 'section formatting'. These are terms users naturally use when requesting such work. | 3 / 3 |
Distinctiveness Conflict Risk | Clear niche with distinct triggers around structured research output. The explicit mention of 'strict report template and section formatting that a single deepresearch pass cannot reliably enforce' distinguishes it from simpler research skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is an exemplary skill file that demonstrates best practices across all dimensions. It provides a comprehensive yet concise workflow for complex research report generation, with clear validation checkpoints, explicit file organization patterns, and well-organized references to supporting materials. The anti-patterns section adds valuable guardrails without being verbose.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient, assuming Claude's competence throughout. No unnecessary explanations of basic concepts; every section provides actionable guidance without padding. | 3 / 3 |
Actionability | Provides concrete, executable guidance with specific file structures, implementation patterns for Task tool usage, exact checklist items, and clear table column requirements. The workflow is copy-paste ready. | 3 / 3 |
Workflow Clarity | Excellent multi-step sequencing with explicit checkpoints (9 numbered steps with progress checklist). Includes validation steps (Step 8 verification), feedback loops (Step 9 iteration), and clear dependencies between steps. | 3 / 3 |
Progressive Disclosure | Well-structured overview with clear one-level-deep references to 5 supporting files. Reference table clearly signals when to load each file. Content appropriately split between main skill and reference materials. | 3 / 3 |
Total | 12 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
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Table of Contents
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