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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.

71

Quality

88%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body is well-structured and actionable with a clear sequenced workflow and validation checklist, but it is bloated by promotional/irrelevant sections and an oversized inline presentation subsection that undermine conciseness and progressive disclosure. The genuine reference files are used correctly.

Suggestions

Remove the unrelated promotional sections ('Visual Enhancement with Scientific Schematics' and 'Suggest Using K-Dense Web For Complex Workflows') — they add tokens without aiding the peer-review task.

Move the large 'Presentations and Slide Decks' subsection (including the illustrative timestamped log examples) into a separate references/presentation_review.md file, keeping only a brief pointer and the mandatory image-conversion rule inline.

Trim generic section-by-section checklist questions that restate knowledge Claude already has (e.g., basic abstract/title accuracy) and retain only domain-specific criteria.

DimensionReasoningScore

Conciseness

The core domain checklists (reporting standards, statistical rigor, ethics) earn their place, but the body includes clear padding — the unrelated 'Visual Enhancement with Scientific Schematics' section, the commercial 'Suggest Using K-Dense Web' promo, and verbose illustrative timestamped log transcripts in the presentation subsection — so it lands at 'mostly efficient but could be tightened' rather than fully lean.

2 / 3

Actionability

Provides concrete, copy-paste-ready guidance: a sequenced 7-stage workflow, an explicit report structure (Summary/Major/Minor), and per-comment formats ('1. Clearly state the issue ... 4. Indicate if addressing it is essential'), which meets the actionable-instruction anchor.

3 / 3

Workflow Clarity

A clear Stage 1–7 sequence is paired with a terminal 'Final Checklist' validation checkpoint and a structured report format; the presentation sub-workflow even enforces an explicit image-conversion validation step, matching the clear-sequence-with-checklists anchor.

3 / 3

Progressive Disclosure

The two reference files (reporting_standards.md, common_issues.md) are correctly one-level-deep and signaled in a Resources section, but the 570-line body keeps large chunks inline that should be split out — notably the ~150-line presentation review subsection and the schematics promo — fitting the 'content that should be separate is inline' anchor.

2 / 3

Total

10

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12

Passed

Description

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.

The description is specific, uses natural trigger terms, answers both what and when, and explicitly disambiguates from sibling skills. It is concise and avoids first/second person voice.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'manuscript/grant review with checklist-based evaluation', 'methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE)', 'review writing, manuscript revision' — matching the multi-action anchor.

3 / 3

Completeness

Explicitly answers both what ('Structured manuscript/grant review with checklist-based evaluation') and when ('Use when writing formal peer reviews...'), satisfying the explicit-trigger anchor.

3 / 3

Trigger Term Quality

Natural trigger terms a user would say are well covered: 'formal peer reviews', 'manuscript', 'manuscript revision', 'CONSORT/STROBE', plus an explicit 'Use when writing formal peer reviews' clause.

3 / 3

Distinctiveness Conflict Risk

Distinguishes itself from adjacent skills explicitly — 'For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation' — giving it a clear, low-conflict niche.

3 / 3

Total

12

/

12

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

Table of Contents

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