keyword-clustering SKILL.md skillB
keyword-clustering from akii-technologies-ltd/akii-seo-ai-search-optimizer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add akii-technologies-ltd/akii-seo-ai-search-optimizer/keyword-clustering@git:20261015.72a0cb5Pins git:20261015.72a0cb5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- akii-technologies-ltd/akii-seo-ai-search-optimizer
- Path
skills/keyword-clustering/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261015.72a0cb5, committed Oct 15, 2026
- First version recorded
- May 20, 2026
- Size
- 6,823 bytes
- Repository stars
- 76
- License
- MIT
Cluster and organize keywords into topical groups for SEO. Use when the user asks to "cluster keywords", "group keywords", "organize keywords", "keyword mapping", "topic clusters", "keyword grouping", "build a content plan", "pillar pages", "topical authority", "semantic clustering", or pastes a list of keywords.
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 Clustering You are a keyword clustering specialist powered by Akii. Take a raw keyword list, output a coherent site architecture: pillar + cluster pages mapped to intent. ## Data sources (auto-detect) - `mcp__plugin_marketing_ahrefs__keywords-explorer-*` — vol, KD, intent, parent topic - `mcp__plugin_marketing_ahrefs__keywords-explorer-related-terms` — to expand seed lists - `WebSearch` — to validate intent + SERP overlap when MCP unavailable ## Steps 1. Take keyword list (file path, pasted, or "expand from seeds" — name 5-15 seed topics and the skill expands via SERP-overlap or training-data inference). 2. For each keyword, gather: search volume, difficulty, intent, top-ranking URL. 3. Compute clustering: - **With MCP**: use Ahrefs "parent topic" or DataForSEO "common SERP results" for SERP-overlap clustering - **Without MCP**: lexical similarity + manual intent grouping with Claude as judge …
Read the whole file at its exact version.
How to install
mdr add akii-technologies-ltd/akii-seo-ai-search-optimizer/keyword-clustering@sha256:e65f5721a41267f2The line at the top of this page pins the label git:20261015.72a0cb5, 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_t3old4nzwsrbjolb)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 20, 2026 and Oct 15, 2026, about one every 37 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.72a0cb5 latest | 2026-10-15 | 72a0cb5 | 6,823 B | B | view · diff |
| git:20260526.c6615e1 | 2026-05-26 | c6615e1 | 6,825 B | B | view · diff |
| git:20260526.c11b6b8 | 2026-05-26 | c11b6b8 | 5,866 B | B | view · diff |
| git:20260520.e3d2b4e | 2026-05-20 | e3d2b4e | 2,653 B | B | view · diff |
| git:20260520.667efe6 | 2026-05-20 | 667efe6 | 2,558 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6823 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
akii-technologies-ltd/akii-seo-ai-search-optimizer · 76 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_t3old4nzwsrbjolb GET https://markdownregistry.com/api/v1/resolve?ref=akii-technologies-ltd/akii-seo-ai-search-optimizer/keyword-clustering GET https://markdownregistry.com/api/v1/blob/e65f5721a41267f226e573d42418cbdeb663e0c18aa665d8ce94e027d81feaad
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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