SKILLEMALL.ai

CF Machiavelli Digital Twin / 马基雅维利分身

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ClawHub Agent Skills author: LR v1.8.3 MIT-0 80 files body ≈ 16 577 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process F 28/100 · Will not run — References files that are not bundled: sources/scholarship-strauss.md

ProcedureSales and CRMResearchtype and topics are labelled automatically from the skill text
JSON
Technical rating
C
71/100
safety, quality, tests
Safety 60%
100
Quality 40%
28
Run on models
none yet
Process rating
F
28/100
Will not run
References files that are not bundled: sources/scholarship-strauss.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
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 SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
  3. 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: 80. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Plain value cannot start with reserved character ` at line 28, column 3: - `frameworks/` - 8个核心概念框架的详细剖析卡片 / Deep-dive cards for 8 core concept framewor… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value
  • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
  • warning description-short description under 40 chars: too little signal for triggering
  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning body-long SKILL.md body ≈ 16577 tokens (recommended < 5000); move details to references/
  • warning missing-ref reference to a missing file: sources/scholarship-strauss.md
  • note frontmatter-key unknown frontmatter key "version_date"
  • note frontmatter-key unknown frontmatter key "source_book"
  • note frontmatter-key unknown frontmatter key "triggers"

Process rating: all ten parameters 28/100

Will not run. References files that are not bundled: sources/scholarship-strauss.md
  • 0Tools and files. 1 referenced file(s) missing: sources/scholarship-strauss.md
  • 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
  • 10Execution cost. Instruction body is 16577 tokens: crowds the task out of the window
  • 30When it triggers. No condition that starts the skill
  • 30Running it twice. 9 mutating operations with no state check
  • 40Consistency. Frontmatter name (Machiavelli Digital Twin / 马基雅维利分身) differs from the folder (machiavelli-skill)
  • 70Failures and branches. 31 branches
  • 85Steps. 97 steps, 1 vague phrases
  • 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)
  • +3Description length 1: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +4Structure: 55 headings
  • +3Step-by-step instructions: 97 items
  • +4Has examples (5 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 28.

External checks

ClawHub: clean
This is a transparent Machiavelli-style strategy persona with no hidden execution behavior, but its hard-edged political advice should be used cautiously.
LLM: benign (high) · VirusTotal: · 16 Aug 2026