Agent skill

Geo Discover

by yaojingang in yaojingang/GEOHub

Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief.

AGPL-3.0Auto-check passedMarketing & SEO

Install Geo Discover

skills CLI
$ npx skills add yaojingang/GEOHub --skill geo-discover -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install yaojingang/GEOHub geo-discover --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/yaojingang/GEOHub.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/geo-discover .claude/skills/geo-discover && rm -rf skills-src

Use ~/.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/

Facts

Skill name
geo-discover
GitHub stars
165
Token cost
~419 tokens
SKILL.md length
148 words
Files
13 (incl. scripts, references)
Skills in repo
9
Repo updated
First seen
Licence
AGPL-3.0

At a glance

Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief.

  • Works in 5 steps: Read references/discovery-method.md;… → Prepare a protocol 1.0.0 file-backed GEO… → Run python3 scripts/run_discover.py… → …
  • AI search intent mining
  • SKILL.md covers Workflow, Output contract and Boundaries
  • Runs Python scripts from its folder; calls python3

What it does

Geo Discover is an agent skill from yaojingang/GEOHub. Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief. Use for AI search intent mining, question or keyword expansion, query research, FAQ discovery, 拓词, and GEO topic discovery in Chinese or English.

Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. The skill folder holds 18 other files, including scripts and reference files (for example `agents/interface.yaml`, `evals/semantic_config.json` and `evals/trigger_cases.json`).

It sits in Marketing & SEO, covering AI search optimization and Help center and FAQ content. It works with Python. The repository describes itself as: GEOHub: open, evidence-bounded GEO and SEO agent skills for AI Search, with research-grounded discovery, diagnosis, content, measurement, and one-line SEO planning. The licence is AGPL-3.0.

When your agent uses it

  • AI search intent mining
  • Keyword expansion
  • GEO topic discovery in Chinese

Example prompts

  • “/geo-discover”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Read references/discovery-method.md; read references/discovery-method-v2.md when requesting a non-legacy execution mode.
  2. Prepare a protocol 1.0.0 file-backed GEO brief.
  3. Run python3 scripts/run_discover.py --input --output --execution-mode . Legacy remains the compatibility default.
  4. Inspect quality-report.json and run-lineage.json; surface all warnings and failed checks.
  5. Deliver the Artifact Bus directory as the output contract.

What it can do on your machine

Read from SKILL.md and the folder at commit 2210f7f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    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.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Geo Discover loads about 419 tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 73 tokens; SKILL.md has 148 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~73
When it runs · the whole SKILL.md, loaded when a task matches
~419
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.3k

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.

Safety

Auto-check passed

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); the scripts in this folder are not scanned.

SKILL.md

The full file from yaojingang/GEOHub at commit 2210f7f, republished under its AGPL-3.0 licence (© yaojingang). 148 words, ~419 tokens.

Download SKILL.mdSave it as .claude/skills/geo-discover/SKILL.md (or your agent's skills folder). This skill also uses 12 other files; get the full folder from GitHub.
name
geo-discover
description
Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief. Use for AI search intent mining, question or keyword expansion, query research, FAQ discovery, 拓词, and GEO topic discovery in Chinese or English.

GEO Discover

Workflow

  1. Read references/discovery-method.md; read references/discovery-method-v2.md when requesting a non-legacy execution mode.
  2. Prepare a protocol 1.0.0 file-backed GEO brief.
  3. Run python3 scripts/run_discover.py --input <brief.json> --output <runs-root> --execution-mode <legacy|deterministic|research|provider>. Legacy remains the compatibility default.
  4. Inspect quality-report.json and run-lineage.json; surface all warnings and failed checks.
  5. Deliver the Artifact Bus directory as the output contract.

Output contract

Treat the output argument as the runs root. Produce <runs-root>/<run-id>/input/geo-brief.json, run-manifest.json, run-lineage.json, evidence-ledger.json, query-map.json, opportunity-map.json, and quality-report.json. Return the actual <runs-root>/<run-id> directory.

Boundaries

Legacy and deterministic modes are offline and file-backed. Research mode consumes only approved evidence already present in the brief. Provider mode needs an explicit runtime adapter; the packaged CLI has no adapter and degrades to deterministic generation with a recorded failure. Discovery records missing evidence and never invents platform responses, volume, ranking, conversion, competitor, or customer data. Diagnosis and content generation remain separate Registry stages.

© yaojingang, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 12 other files (scripts, references) in skills/geo-discover of yaojingang/GEOHub.

  • SKILL.md
  • agents/interface.yaml
  • evals/output/cases.jsonl
  • evals/semantic_config.json
  • evals/trigger_cases.json
  • manifest.json
  • references/discovery-method-v2.md
  • references/discovery-method.md
  • references/input-example.json
  • reports/output_quality_scorecard.md
  • reports/skill-ir.json
  • reports/trust-report.md
  • scripts/run_discover.py

Open the folder on GitHubat commit 2210f7f

Compare with similar skills

Geo Discover 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.

Geo Discover compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Geo Discover this skillyaojingang/GEOHub165—~419Automated safety check: PassAGPL-3.0
LLMs Txtthedaviddias/Front-End-Checklist74k—~652Automated safety check: PassMIT
Geoliangdabiao/GEO-Content-Optimizer-Skill2051 repos~2.3kAutomated safety check: NotesMIT
Beyondseobeyondtahir/beyondseo161—~4.3kAutomated safety check: PassMIT
Universal SEO AnalysisAgriciDaniel/claude-seo19k—~4.9kAutomated safety check: PassMIT
GEO Schema Auditorzubair-trabzada/geo-seo-claude11k2 repos~3.7kAutomated safety check: NotesMIT

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More from yaojingang/GEOHub

All 9 skills in this repo
  • Geo Site Diagnose

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    Crawl one public website from a supplied URL, select up to ten representative page types, score evidence-lined GEO readiness, and generate a standalone visual HTML report.

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  • Geo

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    Route GEO and generative engine optimization requests to an available GEOHub capability.

    165 GitHub stars~364 tokensUpdated 1 mo ago
    Auto-check passed
  • Geo Content

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    Create evidence-lined GEO titles, explainers, neutral comparisons, method-backed rankings, page blueprints, refinements, and article-friendly Markdown.

    165 GitHub stars~390 tokensUpdated 1 mo ago
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  • Geo Diagnose

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    Diagnose a brand, website, or page for evidence-backed GEO gaps and opportunities from user-supplied URLs, HTML, or evidence.

    165 GitHub stars~434 tokensUpdated 1 mo ago
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  • Geo Knowledge

    yaojingang/GEOHub

    Build and query an evidence-lined GEO knowledge graph from approved source bundles.

    165 GitHub stars~349 tokensUpdated 1 mo ago
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  • Geo Measure

    yaojingang/GEOHub

    Measure GEO visibility from an approved, file-backed engine observation bundle.

    165 GitHub stars~348 tokensUpdated 1 mo ago
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Works with

Questions about Geo Discover

What does Geo Discover do?

Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief. Geo Discover is an agent skill from yaojingang/GEOHub. Discover evidence-aware GEO questions, query rewrites, intent clusters, and prioritized content opportunities from a structured brief.

When should I use Geo Discover?

Geo Discover fits situations like: AI search intent mining; keyword expansion; GEO topic discovery in Chinese.

How do I install Geo Discover in Claude Code?

Run `npx skills add yaojingang/GEOHub --skill geo-discover -a claude-code`. Or copy the skill folder (skills/geo-discover in yaojingang/GEOHub) into .claude/skills/geo-discover in your project. Claude Code loads it when a task matches its description.

How do I install Geo Discover in Codex?

Run `npx skills add yaojingang/GEOHub --skill geo-discover -a codex`. Or copy the skill folder (skills/geo-discover in yaojingang/GEOHub) into .agents/skills/geo-discover in your project. Codex loads it when a task matches its description.

Can I use Geo Discover in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yaojingang/GEOHub --skill geo-discover -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/geo-discover, .gemini/skills/geo-discover, .github/skills/geo-discover and .opencode/skills/geo-discover in your project.

What does Geo Discover need to run?

Going by SKILL.md and its folder, Geo Discover needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Geo Discover access the network?

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.

Is Geo Discover safe to install?

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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Geo Discover use?

Geo Discover is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Geo Discover use?

About 419 tokens (SKILL.md is roughly 1.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 927 tokens, read only when the agent opens those files.

What are the alternatives to Geo Discover?

Skills that share tags, products or a category with Geo Discover: LLMs Txt (thedaviddias/Front-End-Checklist, 74k stars), Geo (liangdabiao/GEO-Content-Optimizer-Skill, 205 stars), Beyondseo (beyondtahir/beyondseo, 161 stars) and Universal SEO Analysis (AgriciDaniel/claude-seo, 19k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Geo Discover?

yaojingang (a GitHub user) maintains it in yaojingang/GEOHub, which has 165 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on August 31, 2026.

Source: yaojingang/GEOHub on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.