GEO Content

SkillDocs & knowledge

Create evidence-lined GEO titles, explainers, neutral comparisons, method-backed rankings, page blueprints, refinements, and article-friendly Markdown. Use for title generation, 科普/解释、对比、榜单、页面蓝图、内容优化, and article-friendly rewriting. Excludes unsupported factual claims, winner declarations without like-for-like evidence, network research, publishing, and live ranking measurement.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the GEO Content skill

What this skill tells your AI

The instructions your AI receives, as published by yaojingang/geohub in skills/geo-content/SKILL.md and read by ahel’s review.

Workflow

  1. Read references/content-method.md, then select one mode from references/modes.md. Read references/content-pipeline-v2.md for non-legacy execution and references/mcda-policy.md for ranking.
  2. Prepare a strict content brief using references/input-example.json and references/evidence-policy.md.
  3. Run python3 scripts/run_content.py --input <brief.json> --output <runs-root> --execution-mode <legacy|deterministic|research|provider>. Legacy remains the compatibility default.
  4. Inspect quality-report.json, run-lineage.json, evidence-ledger.json, claim map when present, content status, and supplement requests.
  5. Deliver the complete run described by references/output-contract.md.

Boundaries

Run offline. Treat only supplied evidence as factual. Keep unsupported material as guidance, unverified, source_gap, or blocked-by-evidence. Provider mode has no packaged drafting adapter and records a degraded deterministic fallback. Render HTML locally with escaped text and no external assets. Optional DOCX/PDF failures degrade explicitly while core artifacts remain usable.

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-content-yaojingang
Source
github.com/yaojingang/geohub