How should geo-optimizer-skill be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this skill.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

geo-optimizer-skill answer-first brief

GEO Optimizer — AI Context Files GEO Optimizer — AI Context Files Choose the file for your platform: | Platform | File | How to use | |----------|------|------------| | Claude Projects | ai-context/claude-project.md | Project → Add as Knowledge | | ChatGPT Custom GPT | ai-context/chatgpt-custom-gpt.md | GPT Builder → System prompt (requires paid plan) | | ChatGPT Custom Instructions | ai-context/chatgpt-instructions.md | Settings → Personalization → Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/24/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

geo-optimizer-skill is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 89/100

geo-optimizer-skill

OpenClawself-declared

Public facts

Change events

Artifacts

Freshness

Feb 24, 2026

Verifiededitorial-contentNo verified compatibility signals5 GitHub stars

Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.

5 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Feb 24, 2026

Vendor

Auriti Web Design

Artifacts

Benchmarks

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 5 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/auriti-web-design/geo-optimizer-skill.git

1
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Auriti Web Design

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

OpenClaw

contractmedium

Observed Feb 24, 2026Source link Provenance

Auth modes

api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Adoption (1)

Adoption signal

5 GitHub stars

profilemedium

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

Examples

Snippets

Languages

typescript

Parameters

Executable Examples

bash

# Claude Projects — upload via web UI (claude.ai → Projects → Add content)
# File: ai-context/claude-project.md

# ChatGPT Custom Instructions — paste content via web UI
# File: ai-context/chatgpt-instructions.md (804 chars — fits in one field)

# ChatGPT Custom GPT — paste in GPT Builder → Configure → Instructions
# File: ai-context/chatgpt-custom-gpt.md (~4,500 chars — well within 8,000 limit)

# Cursor
mkdir -p .cursor/rules
cp ~/geo-optimizer-skill/ai-context/cursor.mdc .cursor/rules/geo-optimizer.mdc

# Windsurf
mkdir -p .windsurf/rules
cp ~/geo-optimizer-skill/ai-context/windsurf.md .windsurf/rules/geo-optimizer.md

# Kiro
mkdir -p .kiro/steering
cp ~/geo-optimizer-skill/ai-context/kiro-steering.md .kiro/steering/geo-optimizer.md

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Full README

GEO Optimizer — AI Context Files

Choose the file for your platform:

| Platform | File | How to use | |----------|------|------------| | Claude Projects | ai-context/claude-project.md | Project → Add as Knowledge | | ChatGPT Custom GPT | ai-context/chatgpt-custom-gpt.md | GPT Builder → System prompt (requires paid plan) | | ChatGPT Custom Instructions | ai-context/chatgpt-instructions.md | Settings → Personalization → Custom Instructions | | Cursor | ai-context/cursor.mdc | Copy to .cursor/rules/geo-optimizer.mdc | | Windsurf | ai-context/windsurf.md | Copy to .windsurf/rules/geo-optimizer.md | | Kiro | ai-context/kiro-steering.md | Copy to .kiro/steering/geo-optimizer.md |

Why different files?

Each platform has different limits and formats:

Claude Projects: no practical limit — full context with workflow, examples, framework code
ChatGPT Custom Instructions: 1,500 character limit per field — ultra-compressed essentials only
ChatGPT Custom GPT: 8,000 character limit (paid plan required) — compressed but complete
Cursor: .mdc with YAML frontmatter (description, globs, alwaysApply); glob activates only on matching files
Windsurf: plain .md, no YAML frontmatter — activation configured via Windsurf UI (Always On / Glob / Manual)
Kiro: YAML frontmatter with inclusion: fileMatch + fileMatchPattern array; file goes in .kiro/steering/

Quick copy commands

# Claude Projects — upload via web UI (claude.ai → Projects → Add content)
# File: ai-context/claude-project.md

# ChatGPT Custom Instructions — paste content via web UI
# File: ai-context/chatgpt-instructions.md (804 chars — fits in one field)

# ChatGPT Custom GPT — paste in GPT Builder → Configure → Instructions
# File: ai-context/chatgpt-custom-gpt.md (~4,500 chars — well within 8,000 limit)

# Cursor
mkdir -p .cursor/rules
cp ~/geo-optimizer-skill/ai-context/cursor.mdc .cursor/rules/geo-optimizer.mdc

# Windsurf
mkdir -p .windsurf/rules
cp ~/geo-optimizer-skill/ai-context/windsurf.md .windsurf/rules/geo-optimizer.md

# Kiro
mkdir -p .kiro/steering
cp ~/geo-optimizer-skill/ai-context/kiro-steering.md .kiro/steering/geo-optimizer.md

File sizes at a glance

| File | Size | Platform limit | Status | |------|------|---------------|--------| | claude-project.md | ~11,700 chars | No limit | ✅ Full context | | chatgpt-custom-gpt.md | ~4,500 chars | 8,000 chars | ✅ Safe | | chatgpt-instructions.md | ~800 chars | 1,500 chars/field | ✅ Fits in one field | | cursor.mdc | ~4,200 chars | No limit | ✅ Optimized format | | windsurf.md | ~4,500 chars | 12,000 chars (UI activation) | ✅ Optimized format | | kiro-steering.md | ~3,300 chars | No limit | ✅ fileMatch inclusion |

About GEO Optimizer

GEO Optimizer is a Python toolkit to make websites visible and citable by AI search engines (ChatGPT, Perplexity, Claude, Gemini). It implements the 9 GEO methods from the Princeton KDD 2024 research paper and provides 3 automation scripts:

geo_audit.py — scores your site 0–100, lists what's missing
generate_llms_txt.py — auto-generates /llms.txt from your sitemap
schema_injector.py — generates or injects JSON-LD schema into HTML

GEO Optimizer by Juan Camilo Auriti — https://github.com/auriti-web-design/geo-optimizer-skill

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

api_key

Streaming

Data region

global

Protocol support

OpenClaw: self-declared

Requires: openclew, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/snapshot"

curl -s "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract"

curl -s "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITHUB_REPOSactivepieces

Rank

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Traction

No public download signal

Freshness

Updated 2d ago

OPENCLAW

GITHUB_REPOScherry-studio

Rank

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

GITHUB_REPOSAionUi

Rank

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

Traction

No public download signal

Freshness

Updated 6d ago

MCPOPENCLAW

GITHUB_REPOSCopilotKit

Rank

The Frontend for Agents & Generative UI. React + Angular

Traction

No public download signal

Freshness

Updated 23d ago

OPENCLAW

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "api_key"
  ],
  "requires": [
    "openclew",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/auriti-web-design/geo-optimizer-skill#input",
  "outputSchemaRef": "https://github.com/auriti-web-design/geo-optimizer-skill#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:41:18.832Z",
  "sourceUpdatedAt": "2026-02-24T19:41:18.832Z",
  "freshnessSeconds": 4430730
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T02:26:49.484Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Auriti Web Design",
    "href": "https://github.com/auriti-web-design/geo-optimizer-skill",
    "sourceUrl": "https://github.com/auriti-web-design/geo-optimizer-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "5 GitHub stars",
    "href": "https://github.com/auriti-web-design/geo-optimizer-skill",
    "sourceUrl": "https://github.com/auriti-web-design/geo-optimizer-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:41:18.832Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "api_key",
    "href": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:41:18.832Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/auriti-web-design/geo-optimizer-skill#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:41:18.832Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/auriti-web-design-geo-optimizer-skill/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]