keyword-research SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

keyword-research from jahidulislamseo/antigravity-ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add jahidulislamseo/antigravity-ai-skills/keyword-research@v20.1.0

Pins v20.1.0 in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

jahidulislamseo/antigravity-ai-skills

Path

skills/keyword-research/SKILL.md

Versions recorded

1

Latest version

v20.1.0, committed Sep 5, 2026

Size

8,693 bytes

Repository stars

4

License

MIT

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 jahidulislamseo/antigravity-ai-skills/keyword-research@sha256:2b47555b8ce9f6a0

[![mdr](https://markdownregistry.com/badge/art_hmjpjuo65fe5qsh3.svg)](https://markdownregistry.com/a/art_hmjpjuo65fe5qsh3)

Versions

The registry has recorded 1 version of this file, committed on Sep 5, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_hmjpjuo65fe5qsh3
GET https://markdownregistry.com/api/v1/resolve?ref=jahidulislamseo/antigravity-ai-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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