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BF media-search

当用户需要写新闻、找素材、查背景、核实信息、了解事件来龙去脉，或者提到"查一下"、"搜一下"、"找找相关报道"、"有什么最新消息"时，或开展互联网线索数据挖掘、新闻选题策划、内容采编、监测竞品或特定信源动态等业务时，需要进行全网媒体稿件检索、查找事件背景、行业数据、政策动态、人物信息、历史脉络等，都应使用此技能

ClawHub Agent Skills author: liushilong-dodo v1.0.0 MIT-0 7 files body ≈ 1 506 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 46/100 · Will not run — References files that are not bundled: scripts/SearchParameters, scripts/MediaSearchEngine

ReferenceInfrastructuretype 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
87/100
safety, quality, tests
Safety 60%
100
Quality 40%
68
Run on models
none yet
Process rating
F
46/100
Will not run
References files that are not bundled: scripts/SearchParameters, scripts/MediaSearchEngine
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
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: 7. 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: scripts/SearchParameters
  • warning missing-ref reference to a missing file: scripts/MediaSearchEngine

Process rating: all ten parameters 46/100

Will not run. References files that are not bundled: scripts/SearchParameters, scripts/MediaSearchEngine
  • 0Tools and files. 2 referenced file(s) missing: scripts/SearchParameters, scripts/MediaSearchEngine
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 6 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 48 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1506 tokens
  • low 11 top-level sections: this looks like several domains in one skill

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)
  • -31 of 2 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 2 example trigger phrases
  • +3Description length 156: enough signal without eating the budget
  • +4Structure: 36 headings
  • +3Step-by-step instructions: 48 items
  • +3Output format is stated explicitly
  • +4Has examples (10 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 68.

External checks

ClawHub: suspicious
This appears to be a real media-search skill, but it needs Review because it handles API credentials unsafely by logging tokens and disabling HTTPS certificate verification.
LLM: suspicious (high) · VirusTotal: · 29 May 2026