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nature-writing

Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts. Use when the user wants to write or rebuild an abstract, introduction, results narrative, discussion, conclusion, title, or full manuscript argument rather than only polish finished prose.

66

Quality

81%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

75%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-structured, instruction-only skill body: compact section patterns, a concrete intake and workflow, and a disciplined reference table that pushes detail out of SKILL.md. Main gaps are the missing fix-and-recheck loop around the paragraph-flow check, the two-level examples nesting, and an external file dependency in the mined-memory section.

Suggestions

Add an explicit feedback loop to step 7 of the Writing workflow: if a paragraph fails the one-message or first-sentence check, revise and re-check before proceeding, rather than treating the flow check as a one-shot step.

Flatten or inline-bridge the examples hierarchy: have the section guides (abstract.md, introduction.md, method.md) link directly to their relevant example files instead of routing through references/examples/index.md, or move the templates up one level.

Make the mined-writing-memory dependency self-contained: either copy the relevant mined patterns into references/ or soften the instruction to an optional lookup, since skills/ml-paper-writing/... will often be absent and the current wording spends setup guidance on a file outside this bundle.

DimensionReasoningScore

Conciseness

The body is lean and prescriptive — arrow-chain section patterns ("context/problem -> gap -> approach -> key result -> implication -> boundary"), an intake checklist, and verb-calibration lists with no padding explaining what a manuscript is. A few lines could be trimmed (the opening paragraph restates the frontmatter description, and "Make the paper easy to judge: relevance, novelty, trust, reuse and meaning" is cryptic), placing it at anchor 4 rather than the every-token-earns-its-place of anchor 5.

4 / 5

Actionability

For an instruction-only skill the guidance is highly concrete: a fill-in argument template ("In [system/problem], we show [advance] using [approach], supported by [evidence], with [boundary]"), per-section default patterns, a fixed five-part output format with a claim-evidence map syntax ("Claim: ... | Evidence: ... | Status: supported/needs evidence"), and an intake procedure. It stays at 4 rather than 5 because concrete worked examples are deferred to references/examples/ and some steps (e.g., the paragraph-flow check) point outward without a inline minimal procedure.

4 / 5

Workflow Clarity

The "Writing workflow" gives a clear 8-step sequence (argument -> architecture -> paragraph mapping -> draft -> calibrate -> strip unsupported claims -> flow check -> return with notes), and the Intake section adds an explicit checkpoint: "If any of core claim, evidence or boundary is absent, expose the gap before drafting." It falls short of anchor 5 because the paragraph-flow check (step 7) has no explicit fix-and-recheck loop, and no final validation equivalent to a claim-evidence audit is wired into the workflow itself (that lives in references/paper-review.md).

4 / 5

Progressive Disclosure

SKILL.md is a genuine overview: a "When to open extra files" table maps each of the 11 reference files to a trigger condition, and all referenced paths exist in the bundle. It misses anchor 5 because the examples subtree is two levels deep (references/examples/index.md -> references/examples/abstract/template-a.md), which the rubric flags as nested references, though the index file flattens the listing and mitigates navigation cost; the "Mined writing memory" section also depends on an external skill's file path not in this bundle (with a stated fallback), a minor organization gap.

4 / 5

Total

16

/

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 structure, natural trigger terms covering the major manuscript sections, and a clear boundary clause distinguishing drafting from polishing. The only softness is that the action verbs are generic writing-process terms rather than fully concrete operations.

DimensionReasoningScore

Specificity

"Draft, restructure, or plan Nature-style manuscript sections from author-provided claims, results, figures, notes, or Chinese drafts" names the domain, three concrete actions, and the input types it works from. It stops short of anchor 5 because the actions (draft/restructure/plan) are process verbs rather than the fully enumerated concrete operations of a 5, though coverage of section types is otherwise comprehensive.

4 / 5

Completeness

The description explicitly answers both questions: the first sentence states what it does ("Draft, restructure, or plan Nature-style manuscript sections...") and the second gives a concrete trigger clause ("Use when the user wants to write or rebuild an abstract, introduction... rather than only polish finished prose"). This matches the anchor-5 example structure exactly, including a disambiguating negative condition.

5 / 5

Trigger Term Quality

Natural user terms are present — "write or rebuild an abstract, introduction, results narrative, discussion, conclusion, title" and "Chinese drafts" — covering most ways a user would phrase the need. A few common synonyms (e.g., "revise", "Methods section", "paper") are missing, so it fits anchor 4 rather than the comprehensive synonym coverage of anchor 5.

4 / 5

Distinctiveness Conflict Risk

It carves a clear niche (Nature-style manuscript drafting from author evidence, including Chinese-source workflows) with distinct triggers, and the "rather than only polish finished prose" clause explicitly separates it from generic editing/polishing skills. Conflict risk is minimal, matching anchor 5.

5 / 5

Total

18

/

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.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 1 deeper-than-1-level

Warning

referenced_paths_exist

Referenced path issues: 2 deeper-than-1-level

Warning

Total

13

/

16

Passed

Repository
Galaxy-Dawn/claude-scholar
Reviewed

Table of Contents

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