Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/sumologic/sumologic-documentation/geo-guidenpx skills add SumoLogic/sumologic-documentation --skill geo-guidegit clone --depth 1 https://github.com/SumoLogic/sumologic-documentationWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00139 | $0.01965 |
| Opus 5 | $0.00069 | $0.00983 |
| Sonnet 5 | $0.00028 | $0.00393 |
| Haiku 4.5 | $0.00014 | $0.00197 |
Grade A, and why
geo-guide scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GEO Reference — Sumo Logic Docs
What is GEO?
GEO optimizes documentation so AI tools like ChatGPT, Perplexity, and Gemini cite your content in their answers. Unlike SEO which targets search rankings, GEO targets AI citation frequency.
Frontmatter Template (GEO-optimized)
GEO changes heading style, page structure, frontmatter fields, and content layout in ways that diverge from the standard Sumo Logic style guide. Apply it only when explicitly requested. Apply GEO when the prompt contains phrases like:
- "optimize for AI citation"
- "GEO optimize this page"
- "make this doc AI-friendly"
- "make this citable by AI tools"
- "add FAQ schema"
- "add JSON-LD"
- "add structured metadata"
- "apply BLUF"
- "rewrite headings as questions"
Do not apply GEO for:
- Routine documentation updates, bug fixes, or content corrections
- Standard new page creation without an explicit AI-optimization request
- Pull requests that mention SEO but not GEO or AI citation
- Any task where the prompt does not specifically ask for GEO
Sumo Logic doc pages live under /docs/ and follow this frontmatter pattern:
---
id: my-page-name
title: How to [Task] with Sumo Logic
sidebar_label: Short Nav Label
description: One sentence answering the page question for AI crawlers and search engines.
keywords:
- Sumo Logic
- feature or product name
- capability term
---
When generating GEO-optimized frontmatter, add # [GEO: Principle N] inline comments next to each GEO-specific field so reviewers can immediately distinguish GEO additions from standard frontmatter fields. Remove these comments only if the project's YAML linter rejects them.
Rules:
titleis phrased as a "How to" task statement (or a What/Why/Which question for concept pages) and matches the H1 (generated from frontmatter). Use "How to X", not "How do I X".descriptionis one sentence describing what the feature does and what problem it solves.keywordsinclude: the integrated product name, Sumo Logic, and 2–3 capability terms (for example: security, monitoring, logs).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday First seen · 160 lines · 139 tokens per session scan A d29bc5302c8e
geo-guide is a skill published in the GitHub repository SumoLogic/sumologic-documentation (42 stars, last pushed 3d ago), licensed MIT. It adds 139 tokens to every session and 1,965 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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