CtrlK
BlogDocsLog inGet started
Tessl Logo

db-ai-github-paper-weekly-news

抓取并分析"数据库、AI、GitHub、AI论文"相关的近1周内最新内容,分类汇总,输出图文并茂(含内置 Mermaid 图)的 Markdown 周报到当前项目的 markdown/ 目录。 覆盖数据源:PostgreSQL Weekly、Planet PostgreSQL、Planet PostGIS、PostgreSQL 官方新闻、PostgreSQL Git 提交记录、DuckDB 新闻、AI每日资讯(aibase.com、ai-bot.cn)、GitHub Trending(周榜)、HuggingFace 热门论文。 触发条件:用户提到"数据库周报"、"AI周报"、"GitHub 周报"、"AI 论文周报"、"db weekly"、"抓取本周数据库新闻"、"抓取本周AI动态"、"生成技术周报"、"帮我整理本周的数据库/AI/Github/论文动态"、"weekly news"、"weekly report"、"周刊",或用户希望获取 DB/AI/GitHub/Paper 领域近期综合资讯时,必须使用本 skill。即使用户只说"帮我看看这周有什么技术大事"或"PostgreSQL 最近有什么新闻",也应使用本 skill。

67

Quality

81%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

63%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.

The body is a well-structured, highly actionable guide for a 10-source weekly-report skill with clear sequencing and error handling. Its main weaknesses are length/redundancy between the output template and example output, and a fully monolithic structure with no external references.

Suggestions

Move the long Step 5 output template and the Step 五 example output into a separate reference file (e.g. references/report-template.md) and link to it from SKILL.md to reduce duplication and improve progressive disclosure.

Tighten the output template by collapsing repeated placeholder table rows ('| ... | ... | ... |') into a single annotated example rather than many placeholder lines.

Add an explicit mid-process validation loop (e.g. after Step 1, verify each source returned content and re-fetch via web_search before proceeding to classification) to convert the final self-check into a feedback checkpoint.

DimensionReasoningScore

Conciseness

The body is mostly task-specific with no basic-concept padding, but the ~150-line output template (Step 5) and the duplicated example-output section (Step 五) repeat structure and could be tightened or externalized. Fits the 'mostly efficient but could be tightened' anchor rather than the lean 5.

3 / 5

Actionability

Provides concrete URLs, literal web_fetch/web_search calls, specific fallback queries, bash commands (mkdir, date), and an exact file-naming convention — mostly executable with only minor gaps in the pseudo-step fetch blocks.

4 / 5

Workflow Clarity

Steps 0–7 are strictly sequenced with a quality self-check checklist and an exception-handling table providing recovery guidance; the only gap is the absence of an explicit validate→fix→retry loop mid-process, keeping it just below 5.

4 / 5

Progressive Disclosure

No bundle files exist and the skill is a single ~480-line document; section headers give it reasonable structure, but the long output template and example output are inlined content that would benefit from a separate reference file.

3 / 5

Total

14

/

20

Passed

Description

100%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.

The description is third-person, concise, and explicitly covers what the skill does, the 10 data sources it spans, and a rich set of natural trigger phrases for when to invoke it. It is among the strongest description examples in the rubric.

DimensionReasoningScore

Specificity

Lists multiple concrete actions ("抓取并分析", "分类汇总", "输出图文并茂(含内置 Mermaid 图)的 Markdown 周报") plus a comprehensive enumeration of 10 specific data sources, matching the comprehensive-coverage anchor.

5 / 5

Completeness

Explicitly answers both "what" (抓取/分析/分类/输出含 Mermaid 的周报) and "when" via a dedicated "触发条件" clause with concrete trigger phrases and an explicit "必须使用本 skill" directive.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases in both Chinese and English ("数据库周报", "AI周报", "db weekly", "weekly news", "weekly report", "周刊") plus example user utterances like "帮我看看这周有什么技术大事", covering synonyms and variations.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (DB × AI × GitHub × Paper weekly aggregation) with named sources and specific trigger phrases, giving it minimal overlap risk with other skills.

5 / 5

Total

20

/

20

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: 4 missing

Warning

Total

15

/

16

Passed

Repository
digoal/blog
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.