# Vector Protocol

> Vector Agent Protocol (P11)

- Skill: `zedarvates/vector-protocol` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add zedarvates/vector-protocol`
- Raw SKILL.md: https://api.skillmd.com/api/skills/zedarvates/vector-protocol/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: zedarvates (https://skillmd.com/u/zedarvates)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/zedarvates/vector-protocol

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# Vector Agent Protocol (P11)
Agents communicate via quantized embedding vectors, not human language.

**Trigger:** When multiple agents run in pipeline — use vectors for inter-agent comm.

**Principle:** Agents don't need to "understand" each other's text output.
They operate on 24-dimension vectors. Only the final orchestrator decodes to user language.

**Pipeline:**
```
Porthos → vectors (24 floats/finding) → Qdrant → d'Artagnan query vectors → Aramis → Athos (decode to French)
```

**Token savings:** -70% pipeline (no inter-agent text interpretation)

**Module:** `skills/vector_protocol`
**Vectors:** 24-dimension, quantized [0.0, 1.0]
**Backend:** Qdrant on EUREKAI:6333