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AC personwise-create-course

Create, refine, resume, publish, or query polished PersonWise courses from topics, text, PDF/PPTX/DOCX/Markdown/TXT documents, or reference images with the PersonWise CLI. With explicit approval, this Skill may install or update the official PersonWise CLI and uses browser OAuth. Use for staged course authoring, source-grounded lessons, slide and narration review, visual QA, presenter selection, layout configuration, link sharing, or Topics review submission.

ClawHub Agent Skills author: PersonWise v2.1.9 MIT-0 11 files · 2 scripts body ≈ 2 706 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Create, refine, resume, publish, or query polished PersonWise courses from topics, text, PDF/PPTX/DOCX/Markdown/TXT documents, or reference images with the…

As a process C 64/100 · Has gaps — weak spots: result and completion, inputs and preconditions, running it twice

GeneratorWordPowerPointLearningtype 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
A
90/100
safety, quality, tests
Safety 60%
92
Quality 40%
88
Run on models
none yet
Process rating
C
64/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
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.

Broad scope 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 asks for more than the task needs: broad tool access, credential environment variables, binaries. Every extra permission widens the damage from a mistake or a compromise.

For the author

Narrow allowed-tools and the variable list to the minimum; replace binaries with readable sources or scripts.

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 · 4

    ✓ No critical or high findings

    Medium and low: 4
    • medium Broad scope meta-broad-allowed-tools SKILL.md:1
      Broad tool permissions pre-approved: Bash
      allowed-tools: Bash
    • low Obfuscation obf-base64-blob assets/service-descriptor.signed.json:3
      Long base64-looking blob (quoted — discussed, not commanded)
      "payload": "ewog…i8v
      quoted
    • low Obfuscation obf-base64-blob assets/service-descriptor.signed.json:8
      Long base64-looking blob (detector / deny-list definition)
      "value": "untrusted comment: signature from PersonWise CLI offline release root\nRWQ…77A+MVPd…gAI=\ntrusted comment:
      detector
    • low Secrets in code secret-high-entropy-token assets/service-descriptor.signed.json:8
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "value": "untrusted comment: signature from PersonWise CLI offline release root\nRWQ…77A+MVPd…gAI=\ntrusted comment:
      quoted

    Files scanned: 11. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "permissions"

    Process rating: all ten parameters 64/100

    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 13 mutating operations with no state check
    • 50When it triggers. No condition that starts the skill
    • 100Tools and files. Tools declared in frontmatter
    • 100Steps. 31 steps
    • 100Failures and branches. 1 branches, has a failure section
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 2706 tokens
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
    • low 10 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
    • +2Single-language instructions
    • +3Description length 463: enough signal without eating the budget
    • +4Structure: 16 headings
    • +3Step-by-step instructions: 31 items
    • +4Has examples (2 code blocks)
    • +4Reference files are cited in the instructions (5 of 5)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.

    External checks

    ClawHub: clean
    The skill is a clearly scoped PersonWise course-authoring integration that discloses its CLI install, OAuth login, file uploads, credit use, and publishing actions.
    LLM: benign (high) · VirusTotal: · 6 Aug 2026