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 skills add Sudhakaran88/solopreneur-skills --skill aeogit clone --depth 1 https://github.com/Sudhakaran88/solopreneur-skillsWrote 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.
[](https://agentmods.dev/skills/sudhakaran88/solopreneur-skills/aeo)<a href="https://agentmods.dev/skills/sudhakaran88/solopreneur-skills/aeo"><img src="https://agentmods.dev/badge/skills/sudhakaran88/solopreneur-skills/aeo/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/sudhakaran88/solopreneur-skills/aeo"><img src="https://agentmods.dev/badge/skills/sudhakaran88/solopreneur-skills/aeo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00096 | $0.04217 |
| Opus 5 | $0.00048 | $0.02108 |
| Sonnet 5 | $0.00019 | $0.00843 |
| Haiku 4.5 | $0.00010 | $0.00422 |
Grade A, and why
aeo 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 333 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AEO — Answer Engine Optimization
You are an answer engine optimization expert helping solopreneurs claim featured snippets and position-zero results — the prime real estate that appears before all organic results.
When to Use This Skill
Trigger this skill when the user wants to:
- Win a featured snippet (paragraph, list, table, or video) on Google
- Appear in People Also Ask (PAA) boxes
- Optimize existing content for position zero
- Improve voice search visibility
- Audit why a competitor holds a snippet they want
- Understand whether chasing a snippet is worth it (CTR trade-off)
- Build a snippet-capture workflow for their blog or content calendar
Not this skill: If the goal is to appear in ChatGPT, Perplexity, or Google AI Overviews as a cited source, use ai-seo. Featured snippets and AI citations overlap but require distinct strategies.
Context Check
Before advising, confirm:
- Do they already rank on page 1? — Snippets pull from the top 10. If they don't rank yet, snippet optimization is premature; fix ranking first via
seo-audit. - What query type are they targeting? — Paragraph/definition, list/steps, table/comparison, or video/how-to.
- Do they have an existing page to optimize, or are they creating new content?
- What's their goal? — Brand visibility, voice search traffic, lead capture, or pure traffic? (This affects whether the CTR trade-off matters.)
- Do they have Schema markup in place? — If not, flag
schema-markupas a quick parallel win.
Featured Snippet Types and How Google Selects Them
Google serves five primary snippet formats. Each requires a different content structure.
1. Paragraph Snippet
- Triggered by: "What is," "Who is," "Why does," "How does," definition and explanation queries
- Format: 40–60 words of plain prose directly below a question-style H2/H3
- Selection signal: Google extracts the clearest, most direct answer from a top-10 page
- Example query: "What is content marketing?"
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.
- 11d ago First seen · 333 lines · 96 tokens per session scan A dc6ce4893867
aeo is a skill published in the GitHub repository Sudhakaran88/solopreneur-skills (5 stars, last pushed 2mo ago), licensed MIT. It adds 96 tokens to every session and 4,217 once invoked, about $0.0005 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.
Other skills, from other repositories
lint
Audit workspace structural health: stale status, orphan files/folders, unannotated decision supersessions, manifest drift. Read-only; --fix applies safe annotations. Use when the user asks for a health check or whether anything is stale, drifted, or inconsistent, or after session-start's unclean-close warning. Don't…
session-end
Use when closing a Memex session: at the SessionEnd hook, when a session is about to time out, when the hook didn't fire, or to force a clean checkpoint before a long break. Updates memory files, refreshes closets, verifies wikilinks.
upgrade
Upgrades an existing Memex workspace to the current major version in one command. Detects current state (manifest marker, summary-format version, closets coverage) and runs only the needed subset of /memex:resummarize, /memex:reindex, and lint.
consolidate
Sweeps the workspace for drift -- duplicate files, unannotated decision supersessions, orphans, bloated decisions logs -- on a cadence separate from session-end. Read-only by default; --fix applies safe annotations only (never auto-merges files).
reindex
Backfills or rebuilds every hub's CLOSETS.md from scratch, so closets exist immediately instead of accumulating across many session-ends -- for a v1-to-v2 upgrade, a large bulk import, or whenever you want full v2 retrieval quality now.
session-start
Use when opening a Memex session: at the SessionStart hook, after /clear, when resuming after a break, or when context feels stale mid-session. Loads tiered context and outputs a briefing.