SEO Keyword Clustering
AgriciDaniel/claude-seo
Clusters keywords by how much their search results overlap and designs a hub-and-spoke content plan with an internal link matrix and an interactive cluster map.
Cluster keywords into pillar and spoke pages by SERP overlap via script.
$ npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install indranilbanerjee/digital-marketing-pro keyword-cluster --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/indranilbanerjee/digital-marketing-pro.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/keyword-cluster .claude/skills/keyword-cluster && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "keyword-cluster" agent skill from https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/keyword-cluster into .claude/skills/keyword-cluster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "keyword-cluster", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/keyword-clusterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install indranilbanerjee/digital-marketing-pro keyword-cluster --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/indranilbanerjee/digital-marketing-pro.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/keyword-cluster .agents/skills/keyword-cluster && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "keyword-cluster" agent skill from https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/keyword-cluster into .agents/skills/keyword-cluster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "keyword-cluster", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install indranilbanerjee/digital-marketing-pro keyword-cluster --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/indranilbanerjee/digital-marketing-pro.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/keyword-cluster .cursor/skills/keyword-cluster && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "keyword-cluster" agent skill from https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/keyword-cluster into .cursor/skills/keyword-cluster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "keyword-cluster", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/indranilbanerjee/digital-marketing-pro.git --path skills/keyword-cluster--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install indranilbanerjee/digital-marketing-pro keyword-cluster --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/indranilbanerjee/digital-marketing-pro.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/keyword-cluster .gemini/skills/keyword-cluster && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "keyword-cluster" agent skill from https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/keyword-cluster into .gemini/skills/keyword-cluster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "keyword-cluster", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install indranilbanerjee/digital-marketing-pro keyword-clusterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/indranilbanerjee/digital-marketing-pro.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/keyword-cluster .github/skills/keyword-cluster && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "keyword-cluster" agent skill from https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/keyword-cluster into .github/skills/keyword-cluster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "keyword-cluster", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install indranilbanerjee/digital-marketing-pro keyword-cluster --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/indranilbanerjee/digital-marketing-pro.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/keyword-cluster .opencode/skills/keyword-cluster && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "keyword-cluster" agent skill from https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/keyword-cluster into .opencode/skills/keyword-cluster/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "keyword-cluster", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
keyword-clusterCluster keywords into pillar and spoke pages by SERP overlap via script.
Keyword Cluster is an agent skill from indranilbanerjee/digital-marketing-pro. Cluster keywords into pillar and spoke pages by SERP overlap via script. "cluster these keywords"
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Marketing & SEO, covering Keyword research. The repository describes itself as: An open-source AI marketing operating system for strategy, SEO, AEO/GEO, paid media, content, CRM, and analytics - grounded in brand context, human approval, and verifiable… The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9e949f3. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
pythonFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Keyword Cluster loads about 2.5k tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 1,070 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from indranilbanerjee/digital-marketing-pro at commit 9e949f3, republished under its MIT licence (© indranilbanerjee). 1,070 words, ~2,502 tokens.
.claude/skills/keyword-cluster/SKILL.md (or your agent's skills folder).Script location. If your host does not set
${CLAUDE_PLUGIN_ROOT}, the scripts are in this plugin'sscripts/folder, next toskills/.
Take a set of seed keywords and produce a publication-ready cluster plan: pillar pages with their spokes, intent-grouped, prioritised by an opinionated scoring formula, with an internal-link map and a four-gate quality scorecard. Output is structured for direct hand-off to /digital-marketing-pro:content-brief or /digital-marketing-pro:content-engine.
Heavy skill. Grep before Read any referenced file, then Read only matched ranges with offset + limit. List ${CLAUDE_PLUGIN_DATA}/<brand>/ before opening files. On re-invocation mid-session, skip files already in context.
Don't use when you just need keyword expansion (use /digital-marketing-pro:keyword-research) or when you need ranking / SERP-feature analysis (use /digital-marketing-pro:rank-monitor, with --features for SERP features).
~/.claude-marketing/brands/_active-brand.json for the active slug, then load ~/.claude-marketing/brands/{slug}/profile.jsonskills/context-engine/industry-profiles.mdskills/context-engine/compliance-rules.md to filter out banned terminology before clustering| Input | Source | Required? |
|---|---|---|
| Seed keywords (3–500) | CSV with keyword column (optional: volume, kd, intent) | yes |
| SERP results per keyword | JSON: {keyword: [top result URLs]} from any rank-tracker / Ahrefs / Semrush export | strongly recommended — without this the script falls back to lexical clustering, which is lower-confidence |
| Target country / language | From brand profile | optional override |
| Min volume / max KD filters | CLI flags | optional |
| Overlap threshold | CLI flag --overlap (default 0.4 for SERP mode, 0.3 for lexical) | optional |
If SERPs JSON is unavailable, you can build one quickly by running the brand's connected rank-tracker MCP (Ahrefs / SE Ranking / Semrush) for each seed and saving the top 10 URLs. Skip this step only if the seeds are too numerous to justify the API spend — but flag the lower-confidence mode in the final deliverable.
All outputs go to ${CLAUDE_PLUGIN_DATA}/{brand}/seo/keyword-cluster/{YYYY-MM-DD}/.
00-input.md — capture seeds, source, filters, brand context, run timestamp01-seed-expansion.md — if seeds < 20, expand via brand's keyword-research MCP (Ahrefs getRelatedKeywords, etc.) to ~50–200; otherwise skip. Document expansion source.02-filtered.csv — apply min-volume / max-KD / banned-word filters. Save the filtered set as CSV (this is what the script consumes).03-serps.json — fetch top-10 SERP URLs per keyword via the connected rank-tracker (skip if SERPs already provided). Budget guard: if estimated cost > 500 credits, surface the cost and ask "Continue? (y/N — default N)" before fetching.04-cluster-run.json — run the script:python "${CLAUDE_PLUGIN_ROOT}/scripts/keyword_cluster.py" \
--keywords "${CLAUDE_PLUGIN_DATA}/{brand}/seo/keyword-cluster/{date}/02-filtered.csv" \
--serps "${CLAUDE_PLUGIN_DATA}/{brand}/seo/keyword-cluster/{date}/03-serps.json" \
--overlap 0.4 \
--min-volume {profile.min_volume or 0} \
--max-kd {profile.max_kd or 100} \
--out "${CLAUDE_PLUGIN_DATA}/{brand}/seo/keyword-cluster/{date}/04-cluster-run.json"05-quality-scorecard.md — read the quality_scorecard block from 04-cluster-run.json. If status: needs_review, diagnose:cannibalisation: fail → two clusters share pillar+intent. Merge them or reassign the lower-priority cluster's pillar.orphan: fail → a multi-keyword cluster has 0 spokes. Re-tokenise its members or lower --overlap.coverage: fail → < 80% of seeds clustered. Lower --overlap to 0.3 or expand seeds.anchor_diversity: fail → pillar names too similar. Rewrite cluster names with synonym variation.fragmentation_warning: true (pillar-only > 50%) → overlap threshold too strict. Try --overlap 0.3 first.06-pillar-pages.md — for each cluster with priority_score >= 0.5, draft a one-paragraph pillar page brief (intent, audience, length target, key questions to answer). These feed /digital-marketing-pro:content-brief.07-internal-link-map.md — table view of internal_link_targets from the script output. Per cluster: which other clusters to link out to + suggested anchor text. This is the file your dev team or CMS template should consume.08-build-order.md — sorted by priority_score descending. Recommended build cadence: top 10% in Q1, next 30% in Q2, remainder backlog.PLAN.md — single-page summary: stats + scorecard + top 5 priority clusters + handoff to next skill in chain.${CLAUDE_PLUGIN_DATA}/{brand}/seo/keyword-cluster/2026-06-04/
├── 00-input.md
├── 01-seed-expansion.md (only if seeds expanded)
├── 02-filtered.csv
├── 03-serps.json (if SERP mode)
├── 04-cluster-run.json (raw script output)
├── 05-quality-scorecard.md
├── 06-pillar-pages.md
├── 07-internal-link-map.md
├── 08-build-order.md
└── PLAN.md (the deliverable)PLAN.md is what you hand to the brand / client / next skill. Everything else is auditable intermediate state.
Every run produces a scorecard from scripts/keyword_cluster.py. All four must pass for status: ready:
| Gate | What it checks | Why it matters |
|---|---|---|
| cannibalisation | No two clusters share the same (pillar, primary_intent) pair | Prevents you from writing two pages competing for the same SERP |
| orphan | Every multi-keyword cluster has ≥1 spoke (pillar-only clusters are exempt and tagged) | Catches clustering bugs where a cluster head has no supporting topics |
| coverage | ≥ 80% of input seeds are assigned to at least one cluster | Catches "junk" seeds and overly strict thresholds |
| anchor_diversity | Each multi-keyword cluster has ≥ 2 anchor-text variants suggested | Stops anchor-text over-optimisation across the internal-link graph |
A fragmentation_warning: true (pillar-only > 50%) is a soft signal — the run is valid but you should consider lowering --overlap and re-running.
Ask: "Would you like me to:
/digital-marketing-pro:content-brief)/digital-marketing-pro:content-engine)/digital-marketing-pro:seo-implement)/digital-marketing-pro:seo-drift?"This skill is a producer in the chain:
/digital-marketing-pro:keyword-research — generate seeds/digital-marketing-pro:keyword-cluster — this skill/digital-marketing-pro:content-brief — consumes PLAN.md + 06-pillar-pages.md to brief each pillar/digital-marketing-pro:content-engine — drafts the content/digital-marketing-pro:seo-implement — applies the internal-link map to the CMSfragmentation_warning: true, lower to 0.3 first. If you get cannibalisation: fail with too few clusters, raise to 0.5.priority_score: 0.3 may still be your highest-conversion opportunity if it maps to a high-margin product line. Use the brand profile's business_goals to override mechanically.skills/context-engine/guidelines-framework.md).seo-specialist (primary) — interpretation + final pillar-page recommendationscompetitive-intel — for SERP-overlap reasoning when results look surprisingbrand-guardian — anchor-text review against banned-term lists/digital-marketing-pro:keyword-research — generates seeds (use first)/digital-marketing-pro:content-brief — consumes the cluster plan (use next)/digital-marketing-pro:seo-implement — applies internal-link map to CMS/digital-marketing-pro:seo-drift — re-run quarterly to detect cluster driftscripts/keyword_cluster.py — the underlying clustering engine© indranilbanerjee, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/keyword-cluster of indranilbanerjee/digital-marketing-pro.
Open the folder on GitHubat commit 9e949f3
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in indranilbanerjee/digital-marketing-pro, which our catalogue first saw on October 7, 2026.
Keyword Cluster next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Keyword Cluster this skillindranilbanerjee/digital-marketing-pro | 862 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| SEO Keyword ClusteringAgriciDaniel/claude-seo | 19k | 2 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Evaluate Skillevery-app/open-seo | 23k | — | ~1.8k | Automated safety check: Notes | MIT | |
| SEO Content Brief GeneratorAgriciDaniel/claude-seo | 19k | 2 repos | ~2.6k | Automated safety check: Pass | MIT | |
| Blog GoogleAgriciDaniel/claude-blog | 2.3k | 1 repos | ~3.3k | Automated safety check: Notes | MIT | |
| FLOW SEO FrameworkAgriciDaniel/claude-seo | 19k | 2 repos | ~1.4k | Automated safety check: Pass | MIT |
AgriciDaniel/claude-seo
Clusters keywords by how much their search results overlap and designs a hub-and-spoke content plan with an internal link matrix and an interactive cluster map.
every-app/open-seo
Test a candidate OpenSEO skill end to end by running fresh, isolated Codex sessions against the local backend and scoring the reports they save.
AgriciDaniel/claude-seo
Builds research-backed SEO content briefs with competitor scoring, per-section word counts and page-type templates, for new pages or improving existing ones.
AgriciDaniel/claude-blog
Google API integration for blog performance: PageSpeed Insights, CrUX Core Web Vitals with 25-week history, Search Console performance, URL Inspection, Indexing API, GA4 organic traffic, NLP entity…
AgriciDaniel/claude-seo
Brings the FLOW framework's stage-specific SEO prompts into the agent, from keyword discovery through backlinks, on-page work and conversion to local SEO, loaded on demand.
AgriciDaniel/codex-seo
Live SEO data via DataForSEO MCP server. An agent skill from AgriciDaniel/codex-seo.
indranilbanerjee/digital-marketing-pro
Import a deliverable template as a reusable placeholder template per brand.
indranilbanerjee/digital-marketing-pro
Plan an A/B test by script: sample size per variant, days to run, stopping rules.
indranilbanerjee/digital-marketing-pro
Run a one-time AEO audit of six AI answer engines, scored per surface.
indranilbanerjee/digital-marketing-pro
Audit agent readiness by script: AI-crawler rules, product schema, no-JS HTML, feeds.
indranilbanerjee/digital-marketing-pro
Find backlink gap domains linking to competitors, not you, scored by script.
indranilbanerjee/digital-marketing-pro
Embed C2PA provenance in AI-generated images, video or PDF by script.
Categories
Cluster keywords into pillar and spoke pages by SERP overlap via script. Keyword Cluster is an agent skill from indranilbanerjee/digital-marketing-pro. Cluster keywords into pillar and spoke pages by SERP overlap via script.
Keyword Cluster fits situations like: tasks that involve Keyword research.
Run `npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a claude-code`. Or copy the skill folder (skills/keyword-cluster in indranilbanerjee/digital-marketing-pro) into .claude/skills/keyword-cluster in your project. Claude Code loads it when a task matches its description.
Run `npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a codex`. Or copy the skill folder (skills/keyword-cluster in indranilbanerjee/digital-marketing-pro) into .agents/skills/keyword-cluster in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add indranilbanerjee/digital-marketing-pro --skill keyword-cluster -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/keyword-cluster, .gemini/skills/keyword-cluster, .github/skills/keyword-cluster and .opencode/skills/keyword-cluster in your project.
Going by SKILL.md and its folder, Keyword Cluster needs the command-line tools its instructions call (python). Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Keyword Cluster is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Keyword Cluster: SEO Keyword Clustering (AgriciDaniel/claude-seo, 19k stars), Evaluate Skill (every-app/open-seo, 23k stars), SEO Content Brief Generator (AgriciDaniel/claude-seo, 19k stars) and Blog Google (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
indranilbanerjee (a GitHub user) maintains it in indranilbanerjee/digital-marketing-pro, which has 862 GitHub stars. The repository holds 162 skills in this directory. The repository was last updated on October 9, 2026.
Source: indranilbanerjee/digital-marketing-pro on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.