keyword-research SKILL.md skillA
keyword-research from aaron-he-zhu/aaron-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aaron-he-zhu/aaron-marketing-skills/keyword-research@v20.1.0Pins v20.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aaron-he-zhu/aaron-marketing-skills
- Path
seo-geo/survey/keyword-research/SKILL.md- Versions recorded
- 5
- Latest version
- v20.1.0, committed Sep 1, 2026
- First version recorded
- Jul 24, 2026
- Size
- 8,693 bytes
- Repository stars
- 3,042
- License
- Apache-2.0
Use when the user asks to "find keywords", "挖词", or "搜什么词"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for competitor-relative coverage gaps — use content-gap-analysis. 关键词研究/内容选题.
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 Discovers, scores, and clusters keywords for SEO and GEO planning. ## Quick Start ``` Research keywords for [topic/product/service] ``` ``` What keywords is [competitor URL] ranking for that I should target? ``` ## Skill Contract **Expected output**: a prioritized keyword brief plus the standard handoff summary for `memory/research/`. - **Reads**: topic or seed keyword, target market/language, business goal, site DR, and any user-provided or tool metrics. - **Writes**: a user-facing research deliverable and reusable summary. - **Promotes**: durable keyword priorities, competitor facts, and pending strategy decisions to `memory/hot-cache.md`, `memory/open-loops.md`, and `memory/research/`. - **Done when**: every shortlisted keyword carries volume + difficulty + intent, each with source ref, observation time/window, market/language, and evidence label; an applicable missing value is `Unknown` with its gap reason, never N/A; keywords are grouped into pillar + cluster hubs; and the deliverable names at least 3 prioritized Quick Win / Growth / GEO opportunities. …
Read the whole file at its exact version.
How to install
mdr add aaron-he-zhu/aaron-marketing-skills/keyword-research@sha256:2b47555b8ce9f6a0The line at the top of this page pins the label v20.1.0, 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_5wliycmote65tkzl)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 24, 2026 and Sep 1, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v20.1.0 latest | 2026-09-01 | 0c914b1 | 8,693 B | A | view · diff |
| v20.0.0 | 2026-08-20 | 879002a | 8,068 B | A | view · diff |
| v19.2.0 | 2026-08-10 | d09dd90 | 8,068 B | A | view · diff |
| v19.1.0 | 2026-08-01 | f744424 | 8,068 B | A | view · diff |
| v19.0.0 | 2026-07-24 | 407137c | 8,068 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 (8693 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
aaron-he-zhu/aaron-marketing-skills · 3,042 stars · license Apache-2.0 · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5wliycmote65tkzl GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/keyword-research GET https://markdownregistry.com/api/v1/blob/2b47555b8ce9f6a05499bc065e1cf41b9c558f039dc237efe07cee53a8c976b9
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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