SKILLEMALL.ai
RU Sign in

BF aitop-skill

查询、搜索和展开 AITOP 的 AI 行业动态与每日精编日报。用于“今天 AI 圈发生了什么”、近期模型/产品/论文/行业动态、指定关键词搜索、AITOP 日报、资讯详情、来源核对和原文引用等请求。

ClawHub Agent Skills author: funewa v1.0.1 MIT-0 7 files body ≈ 1 527 tokens Open the sourceclawhub.ai↗ analyzed 22 h ago

查询、搜索和展开 AITOP 的 AI 行业动态与每日精编日报。用于“今天 AI 圈发生了什么”、近期模型/产品/论文/行业动态、指定关键词搜索、AITOP 日报、资讯详情、来源核对和原文引用等请求。

As a process F 28/100 · Will not run — References files that are not bundled: {detailUrl}, {sourceUrl}

ProcedureAI and agentsWriting and documentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
84/100
safety, quality, tests
Safety 60%
100
Quality 40%
60
Run on models
none yet
Process rating
F
28/100
Will not run
References files that are not bundled: {detailUrl}, {sourceUrl}
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 0. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: {detailUrl}
  • warning missing-ref reference to a missing file: {sourceUrl}

Process rating: all ten parameters 28/100

Will not run. References files that are not bundled: {detailUrl}, {sourceUrl}
  • 0Tools and files. 2 referenced file(s) missing: {detailUrl}, {sourceUrl}
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 40Consistency. Frontmatter name (aitop-skill) differs from the folder (aitop)
  • 100Steps. 64 steps
  • 100Execution cost. Instruction body is 1527 tokens
  • low 14 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (4 tags): a typed call is more reliable

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 100: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 64 items
  • +4Has examples (4 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 60.

External checks

ClawHub: clean
This skill is a disclosed AITOP news helper that makes purpose-aligned API requests and has no executable components.
LLM: benign (high) · VirusTotal: · 31 Aug 2026