aeo-plan

aeo-plan is a command for coding agents from kensaurus/cursor-kenji. It costs 19 tokens per session (152 once invoked), scanned A, original, MIT.

A planning command that checks whether a website is ready to be cited by answer engines and generative AI, including its crawlability, structured data, and citable content.

In plain words
What is it for?
It audits the site, ranks findings by impact, and creates a phased improvement checklist. It makes no edits until the plan is approved.
Why use it?
It shows what may stop AI systems from finding, understanding, or citing the site before anyone changes it.

Command

Install

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.

agentmods
npx agentmods add commands/kensaurus/cursor-kenji/aeo-plan
Clone the repo
git clone --depth 1 https://github.com/kensaurus/cursor-kenji

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for aeo-plan

README.md
[![agentmods](https://agentmods.dev/badge/commands/kensaurus/cursor-kenji/aeo-plan.svg)](https://agentmods.dev/commands/kensaurus/cursor-kenji/aeo-plan)
Your own site
<a href="https://agentmods.dev/commands/kensaurus/cursor-kenji/aeo-plan"><img src="https://agentmods.dev/badge/commands/kensaurus/cursor-kenji/aeo-plan.svg" alt="Measured on agentmods" height="20"></a>
Per session 19 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 152 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What 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.

ModelPer sessionOnce invoked
Fable 5 $0.00019 $0.00152
Opus 5 $0.00010 $0.00076
Sonnet 5 $0.00004 $0.00030
Haiku 4.5 $0.00002 $0.00015

Measured 4d ago against content hash 721ac9181cae, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

aeo-plan 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 4d ago.

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.

commands/aeo-plan.md · 17 lines

What it actually says

AEO Readiness Plan

Run the plan-aeo-readiness skill: audit a site for answer-engine and generative-engine citation readiness (llms.txt, crawlability, structured data, citable content), then produce an improvement plan. Audit and plan only — edit nothing until the plan is approved.

Emit findings ranked by impact with locations and a phased checklist. After approval, execute with enhance-web-seo and docs-writer.

The full playbook lives in the plan-aeo-readiness skill.

Changes

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.

  1. 4d ago First seen · 17 lines · 19 tokens per session scan A 721ac9181cae

Subscribe to this mod's changes

aeo-plan is a command published in the GitHub repository kensaurus/cursor-kenji (9 stars, last pushed 6d ago), licensed MIT. It adds 19 tokens to every session and 152 once invoked, about $0.0001 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 2026-08-31.