# commongain.xyz — The Sovereign Trajectory Commons

> Pool verified failure→recovery ATIF trajectories. Train open-weights PRMs. Earn API credit rebates with zero-knowledge redaction.

## Overview
Closed frontier labs train models on developer coding history without attribution or compensation. CommonGain creates an open, privacy-preserving trajectory commons:
1. Local extraction of verified bug-fix and compiler-recovery trajectories
2. Deterministic client-side zero-knowledge redaction (scrubbing secrets, paths, identifiers)
3. Standard ATIF v1.0 schema export
4. Collective dividends returned to participating developers

## Quickstart
Export safe, redacted recovery trajectories via the AgentWorth CLI:
```bash
npx -y agentworth export --exchange --redact
```

## Sister Repositories & Protocols
- [AgentWorth](https://agentworth.dev): Local-first flight recorder and trajectory forensics.
- [WorldTrainer](https://worldtrainer.xyz): The open agent chaos gym.
- [STFU Opus](https://stfuopus.lol): Token apology tax forensics and receipts.