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aihot

查询 AIHOT(aihot.news)的中文 AI 资讯。用户问今天或最近 AI 圈发生了什么、AI 新闻和 AI 日报、大模型与 AI 产品发布、OpenAI/Anthropic/Google 等公司或某个 AI 话题的最新消息、当前最热的 AI 事件及来龙去脉、AI 模型排行、Codex 额度重置,或其它 AI 行业动态时使用。必须实时查询 AIHOT,不凭训练记忆回答新闻;匿名只读,无需 API Key。

74

Quality

93%

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SecuritybySnyk

Low

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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 tight, highly actionable skill body: a decision table for endpoint selection, an executable curl command with platform fallbacks, and a rules section that doubles as prompt-injection defense and explicit error-recovery policy. The only deductions are minor trimmable meta-commentary and a referenced LICENSE file missing from the bundle.

Suggestions

Trim the opening paragraph's versioning meta-commentary ("本身以后不需要更新") — it explains the skill's design philosophy rather than guiding behavior, and the server-delegation point is already implied by the workflow.

Resolve the dangling `LICENSE` reference: either ship the LICENSE file in the skill bundle or drop the file pointer and state the license terms inline (or link to the terms URL already used in the rules section).

DimensionReasoningScore

Conciseness

The body is dense and operational — endpoint table, one curl command, terse rules — but the opening meta-commentary ("这个 Skill 只负责把问题交给 AIHOT、把结果讲给用户,本身以后不需要更新") and the single-sentence license paragraph are minor instances of explanation that could be trimmed, matching the 'efficient; minor trimmable content' anchor rather than the every-token-earns-its-place anchor.

4 / 5

Actionability

Fully executable guidance: a copy-paste-ready curl invocation with flags, User-Agent, and timeout; a URL table with query-parameter examples and a URL-encoding note; platform fallbacks (curl.exe on Windows, web-fetch tool when no CLI); precise conditional logic for the .aihot-actor-id file; and concrete retry behavior per status code. Common cases are specifically covered.

5 / 5

Workflow Clarity

A clearly sequenced 3-step workflow (pick endpoint from the decision table, request with fallbacks, present results and handle follow-ups) with explicit validation checkpoints for failure modes: 429 → wait per Retry-After, 5xx/timeout → retry once, then report unavailability with the service URL. For a simple single-purpose skill this matches the top anchor.

5 / 5

Progressive Disclosure

The body is well organized in two clear sections, self-contained, and its one external pointer (the usage doc at https://aihot.news/api/v1/agent) is a clearly signaled, one-level reference with a read-once hint. However, the body and frontmatter reference a `LICENSE` file that is not present in the bundle, a minor dangling-reference/organization gap that keeps it below the top anchor.

4 / 5

Total

18

/

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.

A strong description: explicit what-and-when with a rich set of natural Chinese trigger phrases, concrete constraints (real-time, anonymous, read-only, no API key), and a clearly delineated niche. The only soft spot is that the capability list is essentially one action (query AIHOT) expressed across several query types rather than multiple distinct actions.

DimensionReasoningScore

Specificity

The description names the domain and concrete actions ("查询 AIHOT(aihot.news)的中文 AI 资讯", "必须实时查询 AIHOT,不凭训练记忆回答新闻;匿名只读,无需 API Key") and enumerates comprehensive query types (latest, weekly, search by company/topic, hot events, daily, rankings, Codex quota). It stops short of anchor 5 because all capabilities collapse into the single action of 'query AIHOT' rather than multiple distinct concrete actions, but it is well above anchor 3 given the breadth of coverage.

4 / 5

Completeness

It explicitly answers both questions: what ("查询 AIHOT 的中文 AI 资讯…匿名只读,无需 API Key") and when ("用户问…时使用" with a long list of concrete trigger phrases). This matches the anchor for clearly and explicitly answering both what AND when with concrete triggers.

5 / 5

Trigger Term Quality

The trigger clause covers natural phrases users would actually say: "今天或最近 AI 圈发生了什么、AI 新闻和 AI 日报、大模型与 AI 产品发布、OpenAI/Anthropic/Google 等公司或某个 AI 话题的最新消息、当前最热的 AI 事件及来龙去脉、AI 模型排行、Codex 额度重置". This includes synonyms (资讯/新闻/日报/动态), company names, and specific niche terms, matching the comprehensive-synonym-coverage anchor.

5 / 5

Distinctiveness Conflict Risk

The niche is unambiguous — real-time Chinese AI news sourced exclusively from aihot.news — with distinct triggers including unique ones like "Codex 额度重置" and "AI 模型排行" that no generic news or search skill would claim, so conflict risk is minimal.

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
KKKKhazix/khazix-skills
Reviewed

Table of Contents

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