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BD news-briefing

Real-time AI news briefing for any topic. Say "给我看大谷翔平的新闻" or "AI今天有什么大新闻", and your agent instantly searches the web, summarizes the top stories in Chinese, and delivers a rich Feishu card with AI-powered deep insights — all collapsed cleanly for mobile reading. Trigger phrases: "看下XXX新闻", "查一下XXX最新动态", "XXX有什么新闻", "帮我追踪XXX", "briefing on XXX", "给我XXX的情报"

ClawHub Agent Skills author: Derek Hsu v2.0.0 6 files · 4 scripts body ≈ 605 tokens Open the sourceclawhub.ai↗ analyzed 5 d ago

Real-time AI news briefing for any topic.

As a process D 38/100 · Unfinished process — weak spots: steps, result and completion, when it triggers

ReferenceAI and agentstype 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
93/100
safety, quality, tests
Safety 60%
99
Quality 40%
83
Run on models
none yet
Process rating
D
38/100
Unfinished process
Steps w 15
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

    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 · 1

    ✓ No critical or high findings

    Medium and low: 1
    • low Exfiltration net-credential-use scripts/fetch-news.mjs:122
      Credential used in a network call (verify the destination is the intended service) (detector / deny-list definition)
      const cmd = `curl -s --max-time 20 ${proxyArg} -X POST "https://api.ppinfra.com/v3/openai/chat/completions" -H "Content-Type: application/json" -H "Authorization: Bearer ${ppioKey}" -d '${escaped}'`;
      detector

    Files scanned: 6. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 38/100

    • 0Steps. Prose only: no discrete steps
    • 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
    • 100Tools and files. No external tools needed
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 605 tokens
    • 100Running it twice. No mutating operations

    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

    • +4Description does not say when NOT to use the skill (false activations)
    • +3No numbered steps or checklist
    • +3Output format is not stated: the model decides each time
    • -33 of 4 scripts are never mentioned in SKILL.md
    • +1No license
    • +2Single-language instructions
    • +5Description quotes 8 example trigger phrases
    • +3Description length 359: enough signal without eating the budget
    • +4Structure: 10 headings
    • +4Has examples (5 code blocks)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.

    External checks

    ClawHub: suspicious
    The skill has a clear news-to-Feishu purpose, but it needs review because user-supplied topics are placed into shell commands while API and Feishu credentials are available.
    LLM: suspicious (high) · VirusTotal: · 29 May 2026