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CF unihiker-k10-arduino

Use when programming Unihiker K10 board with Arduino/C++, uploading code, flashing firmware, or accessing K10 Arduino APIs (screen, sensors, RGB, audio, AI, TTS, ASR)

ClawHub Agent Skills author: Rockets_cn v1.0.9 MIT-0 14 files · 9 scripts body ≈ 6 206 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 47/100 · Will not run — References files that are not bundled: examples/tts-buttons/tts-buttons.ino, references/k10-ai-model-flash.md

ProcedureSoftware developmentInfrastructuretype 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%
75
Quality 40%
66
Run on models
none yet
Process rating
F
47/100
Will not run
References files that are not bundled: examples/tts-buttons/tts-buttons.ino, references/k10-ai-model-flash.md
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
0
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

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  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 · 5

✓ No critical or high findings

Medium and low: 5
  • medium Dangerous commands cmd-pipe-to-shell-known-host scripts/setup.sh:63
    Pipe-to-shell installer from a well-known host (still executes remote code)
    curl -fsSL https://raw.githubusercontent.com/arduino/arduino-cli/master/install.sh | sh
  • medium Dangerous commands cmd-privilege scripts/setup.sh:64
    Privilege escalation / world-writable permissions
    mv bin/arduino-cli "${HOME}/.local/bin/" 2>/dev/null || sudo mv bin/arduino-cli /usr/local/bin/
  • medium Dangerous commands cmd-pipe-to-shell-known-host scripts/setup.sh:71
    Pipe-to-shell installer from a well-known host (still executes remote code)
    curl -fsSL https://raw.githubusercontent.com/arduino/arduino-cli/master/install.sh | sh
  • medium Dangerous commands cmd-privilege scripts/setup.sh:72
    Privilege escalation / world-writable permissions
    sudo mv bin/arduino-cli /usr/local/bin/
  • medium Dangerous commands cmd-privilege SKILL.md:120
    Privilege escalation / world-writable permissions
    sudo mv arduino-cli /usr/local/bin/

Files scanned: 14. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 6206 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: examples/tts-buttons/tts-buttons.ino
  • warning missing-ref reference to a missing file: references/k10-ai-model-flash.md

Process rating: all ten parameters 47/100

Will not run. References files that are not bundled: examples/tts-buttons/tts-buttons.ino, references/k10-ai-model-flash.md
  • 0Tools and files. 2 referenced file(s) missing: examples/tts-buttons/tts-buttons.ino, references/k10-ai-model-flash.md
  • 0Result and completion. Does not say what the result is
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 60Failures and branches. 2 branches
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 6206 tokens
  • 100Steps. 91 steps
  • 100Consistency. Name and required fields are in place
  • 100Running it twice. Mutating operations check current state
  • low 16 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

  • +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
  • -32 of 10 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +3Description length 166: enough signal without eating the budget
  • +4Structure: 42 headings
  • +3Step-by-step instructions: 91 items
  • +4Has examples (50 code blocks)
  • +4Reference files are cited in the instructions (2 of 2)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 66.

External checks

ClawHub: suspicious
The skill matches its K10 Arduino purpose, but its setup script can run unverified remote installer code and make privileged system changes, and its camera, microphone, and face-recognition examples need clearer privacy warnings.
LLM: suspicious (high) · 22 Jul 2026