Pull keyword data from GSC, Ahrefs Webmaster, and DataForSEO. Returns a clustered keyword brief.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# /keyword-research
Usage: `/keyword-research <domain | topic | competitor-domain>` `[--for=<product-slug>]`
Examples:
- `/keyword-research linkedup.io --for=linkedup` — pull GSC + AWT data for own site
- `/keyword-research "form builder for indie hackers" --for=formpad` — topic search via DataForSEO
- `/keyword-research typeform.com --for=formpad` — competitor's ranking keywords via DataForSEO
## What this does
Invokes `agents/launch/keyword-researcher/SKILL.md`. Output saved to `products/<slug>/launch/keyword-briefs/YYYY-MM-DD-<topic>.md`.
## What you do as the assistant
1. Resolve `<for>` to a product slug. If omitted and unambiguous from context, infer; else ask.
2. Determine which API surface to call based on the input:
- Looks like the product's own domain → GSC API + Ahrefs Webmaster
- Looks like a competitor → DataForSEO domain queries
- Looks like a topic (with quotes / spaces) → DataForSEO keyword suggestions
3. If API credentials aren't set yet (check `.env.local` for `DATAFORSEO_LOGIN`, GSC OAuth, etc.), tell the user what's missing and provide the setup link. Don't fail silently.
4. Execute the agent's protocol.
…
The line at the top of this page pins the label git:20260528.a4e7dfe, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_qqls2txpt3ehrvio
GET https://markdownregistry.com/api/v1/resolve?ref=hamza-ali-shahjahan/hamzaish/keyword-research
GET https://markdownregistry.com/api/v1/blob/24c41122edab49e7757faae976e33ebe708e9644568d58c8e2fddd71be99937f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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