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CC anspire-search

Anspire Search: real-time web search for news, events & time-sensitive facts. Use scripts/search.py (Python) or scripts/search.sh (shell) for easy execution. Requires ANSPIRE_API_KEY env var. Calls plugin.anspire.cn only.

ClawHub Agent Skills author: Anspire v1.0.0 MIT-0 6 files · 1 script body ≈ 2 733 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 55/100 · Has gaps — weak spots: result and completion, inputs and preconditions, consistency

ProcedureInfrastructureSoftware developmenttype 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
C
71/100
safety, quality, tests
Safety 60%
60
Quality 40%
87
Run on models
none yet
Process rating
C
55/100
Has gaps
Result and completion w 14
0
Progress reporting w 2
0
Inputs and preconditions w 11
30
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Dangerous commands medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The skill contains commands that delete files, rewrite disks or execute code fetched from the network. The agent may run them without asking if it believes the instructions require it.

For the author

Replace destructive commands with safe equivalents that ask for confirmation, scope them to one folder, and stop piping curl into a shell: pin a version and a checksum.

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 · 8

    ✓ No critical or high findings

    Medium and low: 8
    • medium Dangerous commands cmd-shell-rc README_CN.md:54
      Writes to a shell startup file
      echo 'export ANSPIRE_API_KEY="your_key_here"' >> ~/.zshrc
    • medium Dangerous commands cmd-shell-rc README_CN.md:58
      Writes to a shell startup file
      echo 'export ANSPIRE_API_KEY="your_key_here"' >> ~/.bashrc
    • medium Dangerous commands cmd-shell-rc README.md:54
      Writes to a shell startup file
      echo 'export ANSPIRE_API_KEY="your_key_here"' >> ~/.zshrc
    • medium Dangerous commands cmd-shell-rc README.md:58
      Writes to a shell startup file
      echo 'export ANSPIRE_API_KEY="your_key_here"' >> ~/.bashrc
    • medium Dangerous commands cmd-shell-rc SKILL.md:22
      Writes to a shell startup file
      echo 'export ANSPIRE_API_KEY="your_exact_full_key_here"' >> ~/.zshrc
    • medium Dangerous commands cmd-shell-rc SKILL.md:26
      Writes to a shell startup file
      echo 'export ANSPIRE_API_KEY="your_exact_full_key_here"' >> ~/.bashrc
    • medium Dangerous commands cmd-shell-rc SKILL.md:270
      Writes to a shell startup file
      2. Runs: echo 'export ANSPIRE_API_KEY="sk-a…..."' >> ~/.zshrc
    • medium Dangerous commands cmd-shell-rc SKILL.md:271
      Writes to a shell startup file
      执行：echo 'export ANSPIRE_API_KEY="sk-a…..."' >> ~/.zshrc

    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 55/100

    • 0Result and completion. Does not say what the result is
    • 0Progress reporting. Says nothing while it works
    • 30Inputs and preconditions. Does not say what the process needs to start
    • 40Consistency. Frontmatter name (anspire-search) differs from the folder (anspire-ai-search)
    • 50When it triggers. No condition that starts the skill
    • 60Tools and files. Uses tools (bash, web, python) that frontmatter does not declare
    • 70Failures and branches. 5 branches
    • 100Steps. 35 steps
    • 100Execution cost. Instruction body is 2733 tokens
    • 100Running it twice. Mutating operations check current state

    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 221: enough signal without eating the budget
    • +4Structure: 15 headings
    • +3Step-by-step instructions: 35 items
    • +4Has examples (15 code blocks)
    • +3All 2 scripts are documented

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 87.

    External checks

    ClawHub: suspicious
    This is a real web-search skill, but it pushes the agent to collect and permanently save your API key in local startup files.
    LLM: suspicious (high) · VirusTotal: · 29 May 2026