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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.

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

81%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 orchestration skill: the workflow is unambiguous with freeze/validation gates and a fallback, and the output contract is concrete enough to execute verbatim. Its main cost is token redundancy from restating the isolation and punctuation rules across Default stance, Workflow, and Red lines, plus one broken cross-bundle reference.

Suggestions

Consolidate the mutual-blindness and isolation rules, currently stated nearly verbatim in Default stance, Workflow steps 4-7, and Red lines, into one canonical section and cross-reference it elsewhere to reclaim roughly 15-20% of the body's tokens.

Fix or remove the broken `../nature-shared/core/consistency-sweep.md` link, whose target does not exist in the bundle; either vendor the needed consistency checks into an existing reference or drop the row.

De-duplicate the punctuation rule (given in both Default stance and Red lines) and the forensic-audit description (repeated in Default stance, Workflow step 7, the Related files table, and Source hierarchy), keeping each once at its point of use.

DimensionReasoningScore

Conciseness

The body is composed of terse imperative rules with no filler explanations of concepts Claude already knows, but the same constraints are systematically restated across sections: mutual blindness appears as "Never provide another review, a shared concern ledger, or hints" (Default stance), "Do not show a completed or partial report to another reviewer, and do not redistribute concerns" (Workflow), and "Do not let one reviewer read, cite, anticipate, agree with, or respond to another review" (Red lines); the punctuation rule and forensic-audit description are likewise each given twice or more. This repetition is more than the "minor instances" of anchor 4, fitting anchor 3's "mostly efficient but could be tightened".

3 / 5

Actionability

For an instruction-only skill the guidance is copy-paste ready: a fixed output contract with field-level entries ("**Concern ID** R1-M1", "**Blocking** Yes / No", "Claim pointer", "Evidence pointer", "Resolution test"), a fixed deliverable ("exactly 3 mutually blind reviewer reports + 1 post-review synthesis"), stable ID conventions (R1-M1, R1-m1), and an enumerated audit classification list ("confirmed internal error, aggregation ambiguity, provenance gap, suspected duplication, unresolved input needed, not assessable, or passed"). This matches anchor 5's fully executable, common-case-covering standard; anchor 4's "minor gaps" does not apply.

5 / 5

Workflow Clarity

The 10-step workflow is explicitly sequenced with validation checkpoints and freeze gates ("Freeze each individual report before comparing them", audit run "in a separate editorial pass" only after freezing, QA in step 10 enumerating isolation, severity calibration, groundedness, and non-invention checks), and includes a failure-safe fallback for unrecoverable environments ("If the environment cannot isolate contexts, generate one reviewer report per invocation or explicitly state that mutual blindness cannot be guaranteed"). This is the anchor-5 pattern of explicit validation steps, recovery paths, and checklists for a complex process.

5 / 5

Progressive Disclosure

The "Related files" table with an "Open when" column clearly signals all ten reference files, each verified to exist as a substantive one-level-deep document containing only internal anchors, which approaches the anchor-5 pattern. Two gaps hold it at anchor 4: the referenced path `../nature-shared/core/consistency-sweep.md` does not exist in the bundle, and the space-named primary source is linked via fragile angle-bracket syntax `[...](<references/editorial criteria and processes.md>)`.

4 / 5

Total

17

/

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 that answers what, when, and what-not in third person with concrete trigger phrases in both English and Chinese. Its only weaknesses are minor: missing common English trigger synonyms and no mention of the skill's distinctive 3-reviewer output structure.

DimensionReasoningScore

Specificity

The description lists several concrete actions — "evidence-grounded mock peer review of scientific manuscripts or excerpts, covering significance, validity, and major/minor concerns" — naming the domain and the assessment dimensions. It stops short of anchor 5 because distinctive deliverables (the 3-blind-reviewer + synthesis structure, forensic audit) are absent, leaving minor coverage gaps; it is well above the 1-2-action level of anchor 3.

4 / 5

Completeness

The "what" is explicit ("Provide evidence-grounded mock peer review... covering significance, validity, and major/minor concerns") and the "when" uses a concrete trigger clause ("Use for 模拟审稿、投稿前自审、审稿人视角评估"), plus a negative boundary ("not author rebuttal drafting"). This clearly matches the anchor-5 pattern of explicitly answering both what and when with concrete trigger phrases, not merely the adequate-but-looser anchor 4.

5 / 5

Trigger Term Quality

Natural keywords include "peer review", "scientific manuscripts", and explicit Chinese triggers "模拟审稿、投稿前自审、审稿人视角评估" that bilingual users would actually say. A few natural English variations are missing ("referee report", "review my paper", "pre-submission review"), which keeps it at anchor 4 rather than the comprehensive synonym coverage of anchor 5.

4 / 5

Distinctiveness Conflict Risk

It carves out a clear niche (reviewer-side assessment of scientific manuscripts) and explicitly disarms the nearest competing skill with "not author rebuttal drafting". Distinct triggers and minimal conflict risk match anchor 5; anchor 4's "minor overlap risk with closely related skills" does not apply since the closest neighbor is affirmatively routed away.

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

Path

skills/nature-reviewer/SKILL.md

Reviewed

Table of Contents

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