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本科与硕士学位论文全流程撰写辅助。支持大纲审核(理工科/文科)、结构仿写(通用/实验/绪论/摘要;文科含文献综述、案例分析、对策建议、文科绪论与摘要)、参考文献获取、融合、润色(含实验章节/文科章节)、缩写、扩写、防 AIGC、中英互译、结构化信息提取。当用户提到论文撰写、大纲审核、论文章节仿写、参考文献、论文润色、防 AIGC、论文翻译、文科论文、文献综述、对策建议时使用。

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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.

A well-organized router-style skill body that is concise and clearly sequenced, but its actionability and progressive disclosure are undermined because every referenced reference/*.md file is missing from the bundle.

Suggestions

Ship the referenced reference/*.md files (outline-review-*, structure-imitate-*, polish-*, references.md, merge.md, etc.) in the skill bundle so the routing tables resolve to real content.

Add a brief fallback in Step 3 for when a reference file is unavailable, so execution is not blocked by a missing delegate.

Confirm the directory name: the body links to reference/ (singular) while skills typically bundle under references/ — align the paths so links resolve.

DimensionReasoningScore

Conciseness

The body is a lean router of tables mapping tasks to files plus terse notes; it does not explain concepts Claude already knows and every line earns its place, matching the 'lean and efficient' anchor.

3 / 3

Actionability

Routing tables and the 注意事项 (Word spacing rules, de-AI phrases to avoid) are concrete, but the actual per-task instructions are delegated to reference/ files that are not present in the bundle, and Step 3 ('按其中 Role/Task/Constraints/Output Format 执行') stays abstract — incomplete rather than copy-paste ready.

2 / 3

Workflow Clarity

A clear Step 1 (identify task) → Step 2 (collect input, with the gating checkpoint '收齐后再执行') → Step 3 (execute) sequence; this is a non-destructive writing skill so the absence of error-recovery loops does not cap it at 2.

3 / 3

Progressive Disclosure

References are well-signaled and one level deep via clean task→file tables, but the referenced reference/*.md files do not exist in the skill bundle, so the disclosure cannot actually resolve to content — structure is good yet navigation is broken.

2 / 3

Total

10

/

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.

A strong, third-person description that clearly states a comprehensive set of thesis-writing capabilities and provides an explicit trigger clause. It answers both what and when with natural user phrasings.

DimensionReasoningScore

Specificity

Enumerates many concrete actions — '大纲审核', '结构仿写(通用/实验/绪论/摘要…)', '参考文献获取', '融合', '润色', '缩写', '扩写', '防 AIGC', '中英互译', '结构化信息提取' — matching the 'lists multiple specific concrete actions' anchor.

3 / 3

Completeness

It states both what the skill does ('支持…') and an explicit when-to-use clause ('当用户提到…时使用'), satisfying the anchor for clearly answering both what AND when.

3 / 3

Trigger Term Quality

The '当用户提到论文撰写、大纲审核、论文章节仿写、参考文献、论文润色、防 AIGC、论文翻译、文科论文、文献综述、对策建议时使用' clause gives natural phrasings a user would actually say, with good coverage of common variants.

3 / 3

Distinctiveness Conflict Risk

Scoped to '本科与硕士学位论文' writing with distinct thesis-specific triggers, occupying a clear niche unlikely to fire for unrelated skills; not above 3 because the scale caps there.

3 / 3

Total

12

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 23 missing

Warning

Total

15

/

16

Passed

Repository
xstongxue/best-skills
Reviewed

Table of Contents

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