LYGO pxpipe-LYGO

Multi-tool vision context compression for LYGO (Anthropic, OpenAI, Grok/xAI, Gemini). Use before stuffing huge prompts or logs into pay-to-go APIs. Requires lygo-protocol-stack; read references/SECURITY.md. Agents run pxpipe_lygo_for_agent.py or local proxy — no auto publish/git push.

LYGO pxpipe-LYGO (ClawHub)

Sovereign pxpipe-style compression: bulky text → PNG for vision APIs, P0 gate, manifests under data/pxpipe_lygo/.

When to use

• Token saver on large context (≥800 chars), not byte-exact secrets/hashes.
• Before pasting multi-KB tool dumps into Grok, Claude, or GPT.

When not to use

• API keys, seeds, Merkle hashes, or line-precise diffs you must reproduce exactly.
• Unknown LYGO_STACK_ROOT or without reading references/SECURITY.md.

Setup

bash

npx clawhub@latest install deepseekoracle/lygo-pxpipe-lygo
export LYGO_STACK_ROOT=/absolute/path/to/lygo-protocol-stack
pip install -r "$LYGO_STACK_ROOT/requirements-pxpipe.txt"

Agent commands (no proxy)

bash

cd "$LYGO_STACK_ROOT"
python tools/pxpipe_lygo_for_agent.py --shrink-file path/to/huge.txt --target grok
python tools/pxpipe_lygo_for_agent.py --file path/to/huge.txt --target anthropic --png .pxpipe_ctx.png

Multi-tool proxy

bash

python tools/run_pxpipe_lygo_proxy.py

Client	Base URL
Anthropic / Claude Code	http://127.0.0.1:47821
OpenAI SDK	http://127.0.0.1:47821/v1
Grok / xAI	http://127.0.0.1:47821/v1

Set the matching API key in the environment. Proxy forwards upstream; does not store keys in manifests.

Agent rules

1. Read references/SECURITY.md on first use.
2. Never compress secrets or .env contents.
3. No git push, ClawHub publish, or HF upload unless user explicitly asks.
4. Prefer --shrink-file in chat threads; use full JSON blocks only when building API calls.

Skill chain

lygo-api-token-saver → lygo-pxpipe-lygo → lygo-protocol-stack-operator

Doc

docs/BIOPHASE7_PXPIPE_LYGO.md in the stack repo.