How to build a machine-readable agent skills index
A practical guide for teams using Claude Code, OpenClaw skills, and agent libraries to publish a crawlable skills index that AI assistants can understand and cite.
AI visibility playbooks, without the fluff.
Practical workflows for getting cited and measured across major AI answer engines.
- Runbook-first: fast experiments you can ship this week
- API-ready: citation + share-of-voice reporting workflows
- Decision support: tool and implementation scorecards
Who this is for + what we cover
If you lead growth, SEO, or product marketing and need a clear AI visibility system, start here. We focus on signal quality, reproducible tests, and compounding distribution loops.
Every post includes a short scan-first summary at the top, followed by long-form implementation depth underneath so teams can move quickly without losing the full SEO and AEO context.
Latest insights
Scan the summary first, then open each guide for the full long-form playbook.
How to Build an Agent Scorecard for AI Discoverability
Use an agent scorecard to connect Claude Code and OpenClaw workflow quality with AI discoverability, citation readiness, and practical publishing decisions.
How to monitor agent skill citation drift
A practical guide to tracking whether AI answer engines cite current Claude Code and OpenClaw skill documentation instead of stale runbooks, old changelogs, or missing pages.
How to make agent skill libraries discoverable after every release
A practical guide for Claude Code and OpenClaw teams that want agent skills, runbooks, and docs to keep showing up in AI answers after frequent releases.
How to Make Agent Libraries Visible in AI Search Without Creating Content Sprawl
Learn how to make Claude Code, OpenClaw skills, and agent libraries easier for AI answer engines to understand and cite without creating duplicate content sprawl.
How to build an AI citation audit trail for agent workflows
A practical guide to tracing AI citations from Claude Code and OpenClaw agent outputs back to source pages, prompts, revisions, and monitoring data.