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BF entity-optimizer

Use when the user asks to "optimize entity presence", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains machine-facing identity, sameAs, schema, disambiguation, and AI-recognition evidence through the entities registry. Not for page-level AI-citation readiness - use geo-content-optimizer; not for human-facing brand canon - use narrative-registry. 实体优化/知识图谱

ClawHub Hermes author: Aaron Zhu v17.0.0 MIT-0 7 files body ≈ 1 923 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process F 50/100 · Will not run — References files that are not bundled: ../narrative-registry/SKILL.md, ../offer-claims-registry/SKILL.md, ../../references/skill-contract.md

AnalyzerInfrastructureFinanceMarketingtype 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
50/100
Will not run
References files that are not bundled: ../narrative-registry/SKILL.md, ../offer-claims-registry/SKILL.md, ../../references/skill-contract.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. 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: 7. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-long-hermes description is 402 chars; the Hermes authoring standard requires ≤ 60 (one sentence, ending with a period)
  • warning missing-ref reference to a missing file: ../narrative-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../offer-claims-registry/SKILL.md
  • warning missing-ref reference to a missing file: ../../references/skill-contract.md
  • warning missing-ref reference to a missing file: ../../references/registry-event-protocol.md
  • warning missing-ref reference to a missing file: ../../references/runtime-invocation.md
  • warning missing-ref reference to a missing file: ../../references/entity-geo-handoff-schema.md
  • warning missing-ref reference to a missing file: ../../references/state-model.md
  • warning missing-ref reference to a missing file: ../../seo-geo/build/serp-markup-builder/SKILL.md
  • warning missing-ref reference to a missing file: ../../seo-geo/build/geo-content-optimizer/SKILL.md
  • warning missing-ref reference to a missing file: ../../seo-geo/build/content-writer/SKILL.md
  • warning missing-ref reference to a missing file: ../memory-management/SKILL.md
  • warning missing-ref reference to a missing file: scripts/registry-events.py
  • 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 50/100

Will not run. References files that are not bundled: ../narrative-registry/SKILL.md, ../offer-claims-registry/SKILL.md, ../../references/skill-contract.md
  • 0Tools and files. 12 referenced file(s) missing: ../narrative-registry/SKILL.md, ../offer-claims-registry/SKILL.md, ../../references/skill-contract.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 6 mutating operations with no state check
  • 40Result and completion. Does not say what the result is
  • 55Failures and branches. 1 branches
  • 60Consistency. The Hermes dialect needs category and tags
  • 100Steps. 24 steps
  • 100When it triggers. States when to use and when not to
  • 100Execution cost. Instruction body is 1923 tokens
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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 402: enough signal without eating the budget
  • +4Structure: 11 headings
  • +3Step-by-step instructions: 24 items
  • +4Has examples (2 code blocks)
  • +4Reference files are cited in the instructions (3 of 5)
  • +1License stated

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

External checks

ClawHub: clean
This is a disclosed entity-identity auditing skill with bounded registry writes and no evidence of hidden or destructive behavior.
LLM: benign (high) · VirusTotal: · 11 Jul 2026