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daily-papers-review

论文点评(3 步流水线的第 2 步)。读取富化后的论文数据,扫描笔记库,生成有态度的推荐点评, 保存推荐文件到 Obsidian,更新 history;git 自动化默认关闭。 触发词:"论文点评"、"跑一下论文点评"

67

Quality

81%

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.

The content is highly actionable with a clearly sequenced workflow and explicit validation checkpoints. Its weaknesses are mild verbosity in the persona/tone sections and a monolithic single-file structure with no progressive disclosure into reference files.

Suggestions

Move the detailed persona, tone rules, and emoji verdict labels into a references file (e.g. REVIEWER_PERSONA.md) and link to it from the main body to improve progressive disclosure and reduce inline tokens.

Tighten the conciseness by removing repeated reminders — the enriched-input requirement is stated in Step 0, 前置检查, and 注意事项; keep it once and cross-reference.

Add one or two more natural trigger-term variations in the description (e.g. "点评今天的论文", "锐评论文") to broaden trigger coverage.

DimensionReasoningScore

Conciseness

Mostly efficient and assumes Claude's competence, but the persona/tone sections and repeated reminders (e.g. re-stating the enriched-input requirement) could be tightened to remove padding.

2 / 3

Actionability

Provides concrete file paths, explicit variable definitions, exact markdown output templates, precise matching/dedup rules, and copy-ready bash commands — fully executable guidance.

3 / 3

Workflow Clarity

Clear sequence (Step 0 → 前置检查 → Phase 4/5/6 → 输出) with explicit validation checkpoints (完整性校验) and feedback loops (补货规则, re-scan on mismatch), plus gated checks for the destructive git/history operations.

3 / 3

Progressive Disclosure

No bundle files exist, so everything is inline in one file; sections are well-organized but the persona/tone/formatting material that could be offloaded to references is kept inline rather than split out.

2 / 3

Total

10

/

12

Passed

Description

85%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is specific, complete, and distinctive, using third-person voice and explicit triggers. Its only weakness is narrow trigger-term coverage, offering just two phrasings rather than a broader set of natural variations.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "读取富化后的论文数据,扫描笔记库,生成有态度的推荐点评,保存推荐文件到 Obsidian,更新 history;git 自动化默认关闭" — naming the domain and several specific operations.

3 / 3

Completeness

Clearly answers 'what' (the listed actions) and 'when' via the explicit 触发词 clause, satisfying both halves with explicit triggers.

3 / 3

Trigger Term Quality

Provides 触发词 "论文点评" and "跑一下论文点评", which are natural, but coverage is narrow with only two phrasings and no common variations.

2 / 3

Distinctiveness Conflict Risk

A clearly defined niche (3-step pipeline step 2, Obsidian paper review) with distinctive triggers unlikely to collide with other skills.

3 / 3

Total

11

/

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: 1 missing

Warning

Total

15

/

16

Passed

Repository
huangkiki/dailypaper-skills
Reviewed

Table of Contents

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