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paper-write-sci

根据 LaTeX 论文项目撰写、修订和润色 SCI 期刊论文,默认 AI 自主模式,也支持人机协作仅输出审查计划;提供作者风格化写作、数字事实核验、逻辑树多轮审查与 PDF/Word 渲染闭环。⚠️ 不适用:仅改格式/样式参数、纯参考文献管理、图片处理、非论文写作任务。

62

Quality

75%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/paper-write-sci/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

71%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-organized, actionable skill body with a clear phased workflow, strong terminal-review feedback loops, and exemplary progressive disclosure via verified one-level references. Its main weakness is conciseness — directory conventions and constraints are restated across multiple sections and could be consolidated.

DimensionReasoningScore

Conciseness

The body is information-dense and avoids teaching Claude what a LaTeX paper is, but it is long (250+ lines) with repeated restatements of the same directory conventions and constraints across multiple sections, so it could be tightened.

3 / 5

Actionability

Concrete, runnable guidance is present (the exact prepare_workspace.py command with flags, an explicit default section ordering block, specific build-chain fallback list), with only minor gaps such as config.yaml keys being referenced without inline values.

4 / 5

Workflow Clarity

A clear phased sequence (阶段 0–5) with explicit terminal review checkpoints (section-role-check, full-consistency review, logic-tree review) and re-review-on-blocker feedback loops; minor gaps in per-step validation keep it just below 5.

4 / 5

Progressive Disclosure

Excellent one-level-deep structure: the body is an overview with well-signaled references to real files in references/ and references/templates/ (all verified present), with explicit 'read on demand' guidance keyed to task type and no nested multi-hop references.

5 / 5

Total

16

/

20

Passed

Description

78%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 dense, specific Chinese-language description that names concrete capabilities and an explicit out-of-scope boundary, giving strong specificity and distinctiveness. It falls just short of top marks on completeness because a positive 'Use when...' trigger clause is implied rather than stated.

DimensionReasoningScore

Specificity

Lists several concrete actions (撰写/修订/润色、作者风格化写作、数字事实核验、逻辑树多轮审查、PDF/Word 渲染), with only minor gaps in coverage; not quite a comprehensive 5 since some sub-actions are bundled under broader verbs.

4 / 5

Completeness

Clearly states what the skill does and includes explicit 'when' guidance via the 不适用 boundary clause (when NOT to use), but the positive trigger 'use when...' is implied rather than a concrete explicit trigger phrase, keeping it at 4.

4 / 5

Trigger Term Quality

Strong natural terms (SCI 期刊论文, LaTeX 论文, 论文润色, 风格化写作, 数字审查, 逻辑审查) match what users say; a few common synonyms (e.g., 'manuscript', 'proofread') are absent, so just short of 5.

4 / 5

Distinctiveness Conflict Risk

Clear niche (SCI journal LaTeX paper writing/revision with specific review modes) with distinct triggers and an explicit 不适用 boundary, minimizing overlap with adjacent skills.

5 / 5

Total

17

/

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

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

referenced_paths_exist

Referenced path issues: 1 missing, 17 deeper-than-1-level

Warning

Total

13

/

16

Passed

Repository
huangwb8/ChineseResearchLaTeX
Reviewed

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