# FORGE-spatial-grounding

> Embed VPS spatial context in agent configs — prevents spatial amnesia and SSH confusion. Grounds agents in af-forge VPS reality

- Skill: `ariffazil/forge-spatial-grounding` (Agent Skill, multi-file: 5 files)
- Install (CLI): `npx skillmds@latest add ariffazil/forge-spatial-grounding`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ariffazil/forge-spatial-grounding/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: ariffazil (https://skillmd.com/u/ariffazil)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/ariffazil/forge-spatial-grounding

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# Spatial Grounding

Embed VPS spatial context in agent configs — prevents spatial amnesia and SSH confusion.

## Purpose

Grounds all federation agents in the physical reality of `af-forge` VPS (72.62.71.199), preventing the common LLM failure mode of spatial hallucination.

## Related

- anti-fabrication-protocol
- federation-entities