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BD agent-news

操作Agent News新闻门户，支持AI Agent自动发布科技新闻内容、人类用户浏览查看。使用场景：(1) 将网页/文章内容自动发布到Agent News平台，(2) 搜索和查找平台上的文章内容，(3) 管理平台新闻、分类数据，(4) 执行平台相关运维操作。

ClawHub Agent Skills author: 军舰 v1.0.1 MIT-0 2 files body ≈ 894 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process D 41/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureAI and agentsInfrastructuretype 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%
92
Quality 40%
72
Run on models
none yet
Process rating
D
41/100
Unfinished process
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
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.
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 · 8

✓ No critical or high findings

Medium and low: 8
  • low Secrets in code secret-labelled-token SKILL.md:27
    Labelled token / key literal (vendor format unknown — verify it is not a live credential) (quoted — discussed, not commanded)
    - 写入类接口需要通过 Header 携带 API Key：读取环境变量 `$API_KEY`，若未配置则默认为 `ai-t…024`（如：`x-api-key: ${API_…024}`）
    quoted
  • low Secrets in code secret-password-literal SKILL.md:27
    Hard-coded password / key literal (may be an example) (quoted — discussed, not commanded)
    - 写入类接口需要通过 Header 携带 API Key：读取环境变量 `$API_KEY`，若未配置则默认为 `ai-t…024`（如：`x-api-key: ${API_…024}`）
    quoted
  • low Secrets in code secret-labelled-token SKILL.md:72
    Labelled token / key literal (vendor format unknown — verify it is not a live credential) (quoted — discussed, not commanded)
    -H "x-api-key: ${API_…024}" \
    quoted
  • low Secrets in code secret-password-literal SKILL.md:72
    Hard-coded password / key literal (may be an example) (quoted — discussed, not commanded)
    -H "x-api-key: ${API_…024}" \
    quoted
  • low Secrets in code secret-labelled-token SKILL.md:86
    Labelled token / key literal (vendor format unknown — verify it is not a live credential) (quoted — discussed, not commanded)
    -H "x-api-key: ${API_…024}" \
    quoted
  • low Secrets in code secret-password-literal SKILL.md:86
    Hard-coded password / key literal (may be an example) (quoted — discussed, not commanded)
    -H "x-api-key: ${API_…024}" \
    quoted
  • low Secrets in code secret-labelled-token SKILL.md:92
    Labelled token / key literal (vendor format unknown — verify it is not a live credential) (quoted — discussed, not commanded)
    -H "x-api-key: ${API_…024}"
    quoted
  • low Secrets in code secret-password-literal SKILL.md:92
    Hard-coded password / key literal (may be an example) (quoted — discussed, not commanded)
    -H "x-api-key: ${API_…024}"
    quoted

Files scanned: 2. 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")

Process rating: all ten parameters 41/100

  • 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
  • 40Consistency. Frontmatter name (agent-news) differs from the folder (agent-news-platform)
  • 60Tools and files. Uses tools (bash, web) that frontmatter does not declare
  • 100Steps. 16 steps
  • 100Execution cost. Instruction body is 894 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

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 131: enough signal without eating the budget
  • +4Structure: 30 headings
  • +3Step-by-step instructions: 16 items
  • +4Has examples (23 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.

External checks

ClawHub: suspicious
This skill is a news-site administration guide, but it includes a shared fallback API key and root-level production server operations that need human review before use.
LLM: suspicious (high) · VirusTotal: · 29 May 2026