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AC mindmap-generator

Generates visual mindmap images from conversations, goals, decisions, and daily priorities — delivered as PNG images viewable directly in Telegram. Use when asked to visualize, map out, or break down topics, priorities, decisions, meeting notes, or weekly reviews.

modbender/skill-library-mcp Agent Skills author: modbender MIT 13 files · 3 scripts body ≈ 1 870 tokens Open the sourcegithub.com↗ analyzed 2 d ago

Generates visual mindmap images from conversations, goals, decisions, and daily priorities — delivered as PNG images viewable directly in Telegram.

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

GeneratorTelegramPersonal productivitytype 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%
96
Quality 40%
80
Run on models
none yet
Process rating
C
64/100
Has gaps
Inputs and preconditions w 11
0
Progress reporting w 2
0
Running it twice w 4
30
the three weakest of ten parameters · all ten

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
    • low Exfiltration exfil-webhook-url scripts/generate_and_send.sh:61
      Webhook / callback URL commonly used for exfiltration (verify the destination) (placeholder value)
      curl -s -X POST "https://api.telegram.org/bot${TELEGRAM_BOT_TOKEN}/sendMessage" \
      placeholder
    • low Exfiltration net-credential-use scripts/generate_and_send.sh:61
      Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
      curl -s -X POST "https://api.telegram.org/bot${TELEGRAM_BOT_TOKEN}/sendMessage" \
      vendor-host
    • low Dangerous commands cmd-privilege scripts/render_mindmap.sh:41
      Privilege escalation / world-writable permissions (string literal in code, not executed)
      "--disable-setuid-sandbox",
      code literal
    • low Exfiltration exfil-webhook-url scripts/send_telegram_photo.sh:51
      Webhook / callback URL commonly used for exfiltration (verify the destination) (placeholder value)
      TELEGRAM_API="https://api.telegram.org/bot${BOT_TOKEN}/sendPhoto"
      placeholder

    Files scanned: 13. 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 64/100

    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 4 mutating operations with no state check
    • 50Failures and branches. 0 branches, has a failure section
    • 60Tools and files. Uses tools (web, node) that frontmatter does not declare
    • 60Result and completion. Output format stated, no completion criterion
    • 85Steps. 37 steps, 1 vague phrases
    • 100When it triggers. States when to use and when not to
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1870 tokens

    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)
    • -42 reference files, but SKILL.md never points to them: the model will not open them
    • -31 of 3 scripts are never mentioned in SKILL.md
    • +1No license
    • +2Single-language instructions
    • +3Description length 264: enough signal without eating the budget
    • +4Structure: 17 headings
    • +3Step-by-step instructions: 37 items
    • +3Output format is stated explicitly
    • +4Has examples (8 code blocks)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.