Entity Optimizer
PassAudited by VirusTotal on May 12, 2026.
Overview
Type: OpenClaw Skill Name: entity-optimizer Version: 9.9.5 The 'entity-optimizer' skill is a legitimate tool designed for SEO and Generative Engine Optimization (GEO), helping users establish brand presence in Knowledge Graphs and AI systems. The skill provides structured templates for auditing entity signals and includes proactive instructions for GDPR compliance when handling personal data. No malicious code, data exfiltration, or unauthorized execution patterns were found across the SKILL.md or reference files.
Findings (0)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Incorrect, unnecessary, or personal entity facts could persist and influence future agent outputs.
The skill explicitly creates persistent entity memory that can contain identity, profile, and disambiguation facts for later reuse.
"Writes": a user-facing entity report plus a reusable profile that can be stored under `memory/entities/`; "Promotes": canonical names, sameAs links, disambiguation notes, and entity gaps to `memory/hot-cache.md`, `memory/entities/`, and `memory/open-loops.md`.
Store only verified public facts with sources, get appropriate consent or lawful basis for people, and review or remove memory entries when they are no longer needed.
A bad canonical entity profile may lead to incorrect schema markup, content recommendations, or AI optimization actions.
The canonical profile is designed to feed other skills, so an inaccurate profile could propagate into later SEO, schema, or content-generation work.
The profile schema defines fields downstream skills (`geo-content-optimizer`, `schema-markup-generator`, `meta-tags-optimizer`, `ai-overview-recovery`) depend on.
Require user review before treating a profile as canonical, keep confidence and gap notes, and avoid downstream use until unresolved facts are clearly marked.
Public entity records could be changed incorrectly or in ways that conflict with platform rules if edits are not verified.
The skill provides guidance for public knowledge-base and Knowledge Panel actions, which can affect public-facing entity information if acted on.
Creating an Entry: "Create item", "Add statements", "Add identifiers", "Add references"; and "Google Knowledge Panel: Claim via Google's verification".
Do not let the agent make public edits without explicit user approval; follow Wikidata/Wikipedia/Google policies, COI guidance, and use reliable sources.