# Georank Foundation

> Use when building AI-visibility (GEO/SEO) platforms: token-reservation metering for LLM spend with principal merge + stage idempotency, BYOK header contracts with SSRF-pinned provider HTTP, deterministic GEO page scoring (schema/meta/content/citations), Celery pipeline stage claims with reservation-scoped writes, and profiled keyword expansion with offline fallback.

- Skill: `ryan-brosas/georank-foundation` (Agent Skill, multi-file: 25 files)
- Install (CLI): `npx skillmds@latest add ryan-brosas/georank-foundation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ryan-brosas/georank-foundation/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Marketing & Growth
- Author: ryan-brosas (https://skillmd.com/u/ryan-brosas)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/ryan-brosas/georank-foundation

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# GEOrank (aeo-georank) Foundation

## Foundation contract

This is a cold, source-specific foundation, not an operational procedure. It is
historical, revision-pinned evidence rather than timeless guidance. Current
project source, tests, requirements, and runtime behavior outrank this
projection and decide what ships.

## Provenance and revision

- Source record: `georank`; portable upstream identity, license, coverage caveats, and retrieval history are preserved in the index.
- Recorded revision: `main@424a0cf92b37ad63c94ae9dc6f39745189ab7c94`.
- Full provenance, coverage caveats, boundaries, and preserved evidence:
  `references/index.md`.

## Topic map

- Representative topics: Quota & metering; Security; LLM client; Scoring &
  analysis; Pipeline integrity; Storage & profiles.
- Scope and retrieval questions: `references/index.md#use-this-for`.
- Complete capsule chooser: `references/index.md#load-the-matching-source-dump`.
- Detailed grouped map: `references/index.md#capsule-map`.
- Source limitations and portability boundaries: `references/index.md#boundaries`.

## Retrieval

Open the index, choose one capsule matching the active question, and load only
that capsule. Revalidate its cited source and revision before relying on it. Do
not bulk-load the inventory, treat historical claims as current truth, or apply
this foundation as a procedure.