@_avichawla covered Beacon by Asymptote Labs (github.com/Asymptote-Labs/agent-beacon): a cross-harness memory layer for Claude Code, Codex, Cursor, OpenCode, and 20+ more. It captures full session history, uses Jev to score evidence/reuse/human-correction signal, and promotes high-signal workflows into reusable skills so lessons transfer across harnesses.

Key Takeaways

  • Open-source github.com/Asymptote-Labs/agent-beacon: memory layer across 20+ coding harnesses.
  • Jev scores sessions on evidence, reuse potential, and human corrections (promote/review/discard).
  • High-signal workflows become reusable skills transferable across Claude Code, Codex, Cursor, OpenCode.
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