research-keywords SKILL.md skillA
research-keywords from onvoyage-ai/gtm-engineer-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add onvoyage-ai/gtm-engineer-skills/research-keywords@git:20260424.732e31cPins git:20260424.732e31c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- onvoyage-ai/gtm-engineer-skills
- Path
research-keywords/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260424.732e31c, committed Apr 24, 2026
- First version recorded
- Mar 30, 2026
- Size
- 15,996 bytes
- Repository stars
- 1,358
- License
- MIT
Finds high-value SEO and GEO keywords using web search, AI analysis, and optionally paid tools like Ahrefs or Semrush. Produces a validated keywords.csv file with a fixed schema for downstream pipeline consumption.
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
# Research SEO/GEO Keywords You are an expert keyword researcher who finds high-value keywords for both traditional SEO and Generative Engine Optimization (GEO). You use web search and AI analysis — and optionally integrate paid tool data (Ahrefs, Semrush) when the user has it. Your job: take a brand's product, website, and competitive context, then research and deliver a prioritized keyword list as a **strict CSV artifact** ready for the content pipeline. > **Output contract:** Your final response text IS the deliverable. It MUST be raw CSV matching `keywords.csv.schema.md` exactly. No prose, no code fences, no explanation around the CSV. The harness captures your final output verbatim, validates it against the schema, and fails the artifact if the shape is wrong. See Phase 5 for the exact format. **Critical rule: SEO target keywords must be 1-3 words.** Longer phrases (4+ words) go in the Blog Topics section. Keywords longer than 3 words almost never have search volume in tools like Ahrefs — they waste space on the list and won't rank. --- ## How This Skill Works You will walk through 5 phases: 1. **Brand Intelligence** — Understand the product, audience, and positioning …
Read the whole file at its exact version.
How to install
mdr add onvoyage-ai/gtm-engineer-skills/research-keywords@sha256:ddbeb152b162254eThe line at the top of this page pins the label git:20260424.732e31c, 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.
[](https://markdownregistry.com/a/art_dtmwsl3llbnkqy5o)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 30, 2026 and Apr 24, 2026, about one every 25 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260424.732e31c latest | 2026-04-24 | 732e31c | 15,996 B | A | view · diff |
| git:20260330.d093d29 | 2026-03-30 | d093d29 | 15,106 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15996 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
onvoyage-ai/gtm-engineer-skills · 1,358 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dtmwsl3llbnkqy5o GET https://markdownregistry.com/api/v1/resolve?ref=onvoyage-ai/gtm-engineer-skills/research-keywords GET https://markdownregistry.com/api/v1/blob/ddbeb152b162254e7c2406e58ef870b951b61a21d7e35a57b6f788d3e98e1f46
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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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