GEO Discover
SkillSearchDiscover 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.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the GEO Discover skill
What this skill tells your AI
The instructions your AI receives, as published by yaojingang/geohub in skills/geo-discover/SKILL.md and read by ahel’s review.
Workflow
- Read
references/discovery-method.md; readreferences/discovery-method-v2.mdwhen requesting a non-legacy execution mode. - Prepare a protocol
1.0.0file-backed GEO brief. - Run
python3 scripts/run_discover.py --input <brief.json> --output <runs-root> --execution-mode <legacy|deterministic|research|provider>. Legacy remains the compatibility default. - Inspect
quality-report.jsonandrun-lineage.json; surface all warnings and failed checks. - 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.
Signals
- GitHub stars
- 159
- Forks
- 27
- Last commit
- Aug 2026
ahel review
K6low
bundled executables the agent is told to run
Automated review, not a security audit. Ruleset v1+k2.
Advanced
- Catalog kind
- skill
- Gateway key
geo-discover- Source
- github.com/yaojingang/geohub