How to Build an Agent Skills Registry That AI Answer Engines Can Cite
Build a static, machine-readable agent skills registry for Claude Code and OpenClaw workflows, with governance, examples, and visibility checks.
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 Make Agent Skill Libraries Citable in AI Search
A practical guide for making Claude Code and OpenClaw skill libraries easier for AI answer engines to find, parse, compare, and cite.
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.
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.