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BF geo-content-optimizer

Use when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Claude. Not for structural on-page SEO — use on-page-seo-checker; not for net-new drafting — use content-writer. AI引用优化/GEO优化/AI搜索

ClawHub Hermes author: Aaron Zhu v19.0.0 MIT-0 9 files body ≈ 2 002 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process F 57/100 · Will not run — References files that are not bundled: ../../../references/entity-geo-handoff-schema.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md

GeneratorGitHubResearchMarketingInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Hermes Agent
JSON
Technical rating
B
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
72
Run on models
none yet
Process rating
F
57/100
Will not run
References files that are not bundled: ../../../references/entity-geo-handoff-schema.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md
Tools and files w 18
0
Progress reporting w 2
0
Inputs and preconditions w 11
30
the three weakest of ten parameters · all ten

How to improve

  1. For Hermes the description must be one sentence under 60 characters; move the conditions to a "When to Use" section.
  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 · 0

✓ No critical or high findings

Files scanned: 9. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 264 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../../../references/entity-geo-handoff-schema.md
  • warning missing-ref reference to a missing file: ../../../references/skill-contract.md
  • warning missing-ref reference to a missing file: ../../../CONNECTORS.md
  • warning missing-ref reference to a missing file: ../../../references/measurement-protocol.md
  • warning missing-ref reference to a missing file: ../../../scripts/connectors/README.md
  • warning missing-ref reference to a missing file: ../../../references/humanizer-slop.md
  • warning missing-ref reference to a missing file: ../../../references/llms-txt-okf.md
  • warning missing-ref reference to a missing file: ../../../references/platforms/grokipedia.md
  • warning missing-ref reference to a missing file: ../../../references/platforms/x.md
  • warning missing-ref reference to a missing file: ../../../references/platforms/linkedin.md
  • warning missing-ref reference to a missing file: ../../../references/platforms/youtube.md
  • warning missing-ref reference to a missing file: ../../../references/platforms/reddit.md
  • warning missing-ref reference to a missing file: ../../tune/content-quality-auditor/SKILL.md
  • note frontmatter-key unknown frontmatter key "slug"
  • note frontmatter-key unknown frontmatter key "displayName"
  • note frontmatter-key unknown frontmatter key "summary"
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 57/100

Will not run. References files that are not bundled: ../../../references/entity-geo-handoff-schema.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md
  • 0Tools and files. 13 referenced file(s) missing: ../../../references/entity-geo-handoff-schema.md, ../../../references/skill-contract.md, ../../../CONNECTORS.md
  • 0Progress reporting. Says nothing while it works
  • 30Inputs and preconditions. Does not say what the process needs to start
  • 40Result and completion. Does not say what the result is
  • 60Consistency. The Hermes dialect needs category and tags
  • 65Failures and branches. 3 branches
  • 100Steps. 20 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 2002 tokens
  • 100Running it twice. Mutating operations check current state
  • low 10 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (3 tags): a typed call is more reliable

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
  • +3Output format is not stated: the model decides each time
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 264: enough signal without eating the budget
  • +4Structure: 12 headings
  • +3Step-by-step instructions: 20 items
  • +4Has examples (1 code blocks)
  • +4Reference files are cited in the instructions (6 of 6)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.

External checks

ClawHub: suspicious
This GEO marketing skill is mostly purpose-aligned, but it asks for persistent memory updates and an external Tavily probe that are not clearly covered by its lite manifest.
LLM: suspicious (medium) · VirusTotal: · 10 Sept 2026