Sybil Solutions

Contribution rules

Share useful data,
not private data.

The drive only works if people can trust the workflow. Publish sessions you have the right to share, run local redaction first, and review before upload.

Do share

  • Open source work sessions.
  • Agent traces with tool calls and edits.
  • Failed attempts, test failures, and final fixes.
  • Dataset cards explaining source and license.

Do not share

  • Secrets, API keys, tokens, cookies, or credentials.
  • Private customer work or proprietary repositories.
  • Personal conversations unrelated to coding work.
  • Third-party code or logs you cannot license.

Redaction targets

  • Provider tokens and auth headers.
  • Emails, phone numbers, IP addresses, JWTs, and passwords.
  • Filesystem paths and labeled personal fields.
  • Repeated secrets with stable placeholders.

Review loop

Export locally, inspect samples, publish only what you understand. If a session is sensitive, leave it out. The target is large enough that clean data is more valuable than risky data.

Simple policy

Permission first. Redaction second. Human review third. Public upload last.