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ai-hotspots

Track and synthesize current AI hotspots into a bilingual HTML daily report. Use when the user says "AI热点", asks for AI日报/AI日报 HTML/AI hot topics, or wants the best recent AI products, papers, viewpoints, and cognition-shifting items from AI/news aggregators.

70

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

The skill body is a tight, well-structured directive with concrete output contracts and a properly externalized source list. Its main gap is the absence of a ready-to-use HTML template and explicit validation feedback loops in the workflow.

Suggestions

Add a minimal copy-paste HTML skeleton in the HTML Output Contract so the report structure is executable rather than only specified.

Insert an explicit validation checkpoint in the Workflow (e.g. verify links resolve and every source is accounted for before emitting the report) to create a validate->fix->retry loop.

Consider externalizing the detailed HTML visual/layout requirements into a reference file to keep SKILL.md as a leaner overview.

DimensionReasoningScore

Conciseness

The body is lean and directive with no padding or explanations of concepts Claude already knows, though a few prescriptive lists (e.g. visual requirements) could be tightened slightly.

4 / 5

Actionability

Provides concrete file paths, exact counts (pick 10, <=100 Chinese chars), and a specific output contract, but offers no copy-paste HTML template or code, leaving the rendering to be assembled from the spec.

4 / 5

Workflow Clarity

A clear six-step numbered workflow with some validation (dedup step, unread/access-blocked marking) is present, though explicit validate-then-retry feedback checkpoints are implicit rather than spelled out.

4 / 5

Progressive Disclosure

Content is well-organized into clear sections and externalizes the source list to a real, clearly signaled one-level-deep reference (references/source-list.md), though most guidance remains inline with only a single externalized file.

4 / 5

Total

16

/

20

Passed

Description

95%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 strong: it states a concrete capability, provides the exact user-facing trigger phrase along with synonyms, and explicitly covers both what and when. It is distinct and unlikely to collide with other skills.

DimensionReasoningScore

Specificity

Lists several concrete actions ('Track and synthesize', 'bilingual HTML daily report') plus enumerated content categories (products, papers, viewpoints, cognition-shifting items), with only minor gaps in distinct operational coverage.

4 / 5

Completeness

Explicitly answers both what ('Track and synthesize current AI hotspots into a bilingual HTML daily report') and when ('Use when the user says AI热点, asks for AI日报...') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Includes the exact natural trigger 'AI热点' plus synonyms and variations ('AI日报', 'AI日报 HTML', 'AI hot topics') that a user would actually say, giving comprehensive keyword coverage.

5 / 5

Distinctiveness Conflict Risk

The 'AI热点'/'AI日报' trigger carves a clear niche with a distinct phrase unlikely to fire for unrelated skills, minimizing conflict risk.

5 / 5

Total

19

/

20

Passed

Validation

100%

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

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
huangruiteng/CS-Notes
Reviewed

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