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AF geo-template-library

Standardized GEO template library for AI-citable content. Use this skill whenever the user mentions creating, reusing, or standardizing templates for GEO-optimized content (FAQ pages, definition articles, comparison guides, how-to guides, statistics roundups, landing pages, and similar formats), or wants cross-team consistency and speed in producing AI-citable content. Always consider this skill when the user asks for "a template" or "reusable structure" for GEO content, even if they do not explicitly mention GEO or AI citations.

ClawHub Agent Skills author: GEOLY AI v0.1.0 MIT-0 6 files body ≈ 2 375 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 57/100 · Will not run — References files that are not bundled: references/templates-catalog.md

TemplateWriting and documentsMarketingCustomer supporttype 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
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
79
Run on models
none yet
Process rating
F
57/100
Will not run
References files that are not bundled: references/templates-catalog.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • 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: 5. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/templates-catalog.md

Process rating: all ten parameters 57/100

Will not run. References files that are not bundled: references/templates-catalog.md
  • 0Tools and files. 1 referenced file(s) missing: references/templates-catalog.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 70Failures and branches. 5 branches
  • 100Steps. 94 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2375 tokens
  • 100Running it twice. No mutating operations
  • medium 5 test cases, all positive: not one "should refuse" or "should ask first"
  • low No test case covers injection arriving through data

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

  • +4Description does not say when NOT to use the skill (false activations)
  • -41 reference files, but SKILL.md never points to them: the model will not open them
  • -32 of 2 scripts are never mentioned in SKILL.md
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 2 example trigger phrases
  • +3Description length 535: enough signal without eating the budget
  • +4Structure: 11 headings
  • +3Step-by-step instructions: 94 items
  • +3Output format is stated explicitly
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.

External checks

ClawHub: clean
This skill is a GEO content-template helper with no evidence of hidden execution, credential access, persistence, or destructive behavior.
LLM: benign (high) · VirusTotal: · 29 May 2026