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nature-reviewer

Provide evidence-grounded mock peer review of scientific manuscripts or excerpts, covering significance, validity, and major/minor concerns. Use for 模拟审稿、投稿前自审、审稿人视角评估; not author rebuttal drafting.

71

Quality

89%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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.

A well-engineered behavioral contract: precise, sequenced workflow with isolation, freeze, audit, and QA gates; a fully concrete output template; and clean one-level reference navigation. The weaknesses are mild redundancy of rules restated across Default stance, Workflow, and Red lines, and one broken reference link (../nature-shared/core/consistency-sweep.md).

Suggestions

Consolidate the repeated constraints (mutual blindness, dash/colon punctuation, non-invention) into a single section and reference it from the workflow and red lines instead of restating them.

Fix or remove the broken link to ../nature-shared/core/consistency-sweep.md in the Related files table, or inline the relevant consistency checks into references/forensic-consistency-audit.md.

Trim the inline output skeleton to its top-level section list and point to references/report-structure.md for the per-field detail, which already duplicates it.

DimensionReasoningScore

Conciseness

The body is dense directive text with no padding about concepts Claude already knows, and the default-stance rules, 10-step workflow, and copy-paste output contract each earn their place. However several constraints are restated across sections (mutual blindness in Default stance, Workflow steps 4/6, and Red lines; the dash/colon punctuation rule at both line 35 and line 135; non-invention at lines 26-27, 136, 141), matching anchor 4 ("minor instances... that could be trimmed") rather than anchor 5.

4 / 5

Actionability

For an instruction-only skill the guidance is fully concrete: an exact output skeleton with per-field placeholders, stable ID formats ("R1-M1", "R1-m1"), a fixed "3 mutually blind reviewer reports + 1 post-review synthesis" structure, named reference files per workflow step, and explicit blocking/severity semantics. This is copy-paste-ready in the same sense as the anchor-5 code example.

5 / 5

Workflow Clarity

The 10-step workflow is clearly sequenced with explicit validation checkpoints: emphasis briefs defined before launch (step 3), isolation enforced at launch (step 4), reports frozen before comparison (step 6), a separate forensic audit pass with a findings classification including "unresolved input needed" as the recovery path (step 7), a consensus labeling rule (step 8), and a final QA step enumerating ten checked axes plus a dedicated qa-checklist reference. This matches the anchor-5 pattern of explicit validation steps with error-recovery paths and a checklist.

5 / 5

Progressive Disclosure

The body is a genuine overview: a "Related files" table with an "Open when" column signals all ten existing references/ files one level deep, plus a source hierarchy section. The gap is that one linked path, ../nature-shared/core/consistency-sweep.md, does not exist in the bundle, and the ~55-line inline output format partially duplicates references/report-structure.md, so structure is good with minor gaps (anchor 4) rather than fully clean (anchor 5).

4 / 5

Total

18

/

20

Passed

Description

87%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.

A strong description: explicit what and when, concrete capability axes, bilingual natural trigger phrases, and an explicit exclusion that prevents routing to the sibling rebuttal skill. The only soft spot is trigger coverage, which relies on the three Chinese phrases and could add common English variants.

DimensionReasoningScore

Specificity

"Provide evidence-grounded mock peer review of scientific manuscripts or excerpts, covering significance, validity, and major/minor concerns" lists several concrete deliverable axes (peer review, significance, validity, major/minor concerns). It is not the fully comprehensive 5-anchor example (no mention of the multi-reporter structure or synthesis output), so it sits between anchors 4 and 5, closer to 4.

4 / 5

Completeness

The what ("Provide evidence-grounded mock peer review... covering significance, validity, and major/minor concerns") and the when ("Use for 模拟审稿、投稿前自审、审稿人视角评估") are both explicit, with an added exclusion ("not author rebuttal drafting") sharpening the trigger. This clearly matches the anchor-5 example structure of concrete what + concrete trigger phrases.

5 / 5

Trigger Term Quality

The "Use for 模拟审稿、投稿前自审、审稿人视角评估" clause gives three natural bilingual trigger phrases plus "mock peer review" in the what-clause. Coverage is good but a few natural English variations ("peer review", "referee report", "manuscript review") are only weakly implied, matching anchor 4 rather than the comprehensive synonym coverage of anchor 5.

4 / 5

Distinctiveness Conflict Risk

The description carves a clear niche (referee-side assessment of scientific manuscripts) and explicitly separates it from the nearest competing skill ("not author rebuttal drafting"), giving distinct triggers with minimal conflict risk, matching anchor 5.

5 / 5

Total

18

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 missing, 1 suspicious

Warning

referenced_paths_exist

Referenced path issues: 3 missing

Warning

Total

14

/

16

Passed

Repository
Yuan1z0825/nature-skills
Reviewed

Table of Contents

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