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inno-paper-reviewer

Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation.

66

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

63%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The content is a thorough, actionable peer-review framework with a clear staged workflow and well-signaled reference files, but it is let down by promotional padding, a broken script reference, and a massive inlined presentation subsection that should be split into its own reference file.

Suggestions

Move the entire Presentations/Slide Decks section (lines 389-541) into a separate references/presentations.md and replace it with a one-line pointer, improving both conciseness and progressive_disclosure.

Remove the promotional "Visual Enhancement with Scientific Schematics"/"Nano Banana Pro" block and the closing "Suggest Using K-Dense Web" section, or at minimum trim them to a single optional line, as they add tokens unrelated to performing a peer review.

Fix or remove the broken reference to scripts/generate_schematic.py (no scripts/ directory exists in the bundle) so that every cited path is real and executable.

DimensionReasoningScore

Conciseness

The body is mostly efficient actionable checklists, but includes padding that doesn't serve the core skill: the "Visual Enhancement with Scientific Schematics"/"Nano Banana Pro" promotion (lines 27-58) and the closing "Suggest Using K-Dense Web" promotional section (line 570), plus an oversized 150-line presentation subsection.

3 / 5

Actionability

Provides concrete, executable guidance — per-section review checklists, explicit statistical checks, a report structure with major/minor comment templates, and a concrete pdf_to_images.py command — with a minor gap: the referenced scripts/generate_schematic.py does not exist in the bundle.

4 / 5

Workflow Clarity

A clear 7-stage review workflow is sequenced (Initial Assessment through Writing Quality) and reinforced by a Final Checklist, and the presentation sub-workflow has an explicit mandatory convert-then-inspect sequence; minor validation gaps between main stages keep it below 5.

4 / 5

Progressive Disclosure

The two reference files (reporting_standards.md, common_issues.md) are clearly signaled one level deep, but the ~150-line presentation-review section (lines 389-541) is fully inlined in SKILL.md when it clearly belongs in a separate reference file, matching the score-3 anchor where content that should be separate is inline.

3 / 5

Total

14

/

20

Passed

Description

100%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is exemplary: it states concrete capabilities, includes natural trigger terms with synonyms, explicitly covers both what and when, and disambiguates from sibling skills. Third-person voice is used throughout with no first/second-person drift.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback" plus "review writing, manuscript revision" — giving comprehensive coverage of the peer-review domain.

5 / 5

Completeness

Explicitly answers both what ("Structured manuscript/grant review with checklist-based evaluation") and when ("Use when writing formal peer reviews with specific criteria..."), with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural terms users would say ("peer reviews", "manuscript", "grant", "manuscript revision") with synonyms and standard acronyms (CONSORT/STROBE), matching the score-5 anchor.

5 / 5

Distinctiveness Conflict Risk

Clear niche (formal review writing) with explicit disambiguation — "For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation" — minimizing conflict risk.

5 / 5

Total

20

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (571 lines); consider splitting into references/ and linking

Warning

metadata_version

'metadata.version' is missing

Warning

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

13

/

16

Passed

Repository
OpenLAIR/dr-claw
Reviewed

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