HKUDS open-sourced OpenSpace, a unified management layer that retrieves, evaluates, and evolves skills for Claude Code, Codex, and other AI agents. Repo: https://github.com/HKUDS/OpenSpace.
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@_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.
DietrichGebert/ponytail is a Codex/Claude Code skill that forces the agent toward the simplest solution with the least code and fewest files, cutting overengineering and token burn. The repo sits near ~128k stars and ~6.8k forks; @REMIX_KSA reshared the install path for coding agents.
@akshay_pachaar highlighted HarnessRouter (github.com/HarnessRouter/harnessrouter, Apache-2.0): an “OpenRouter for agent harnesses” implementing the Unified Harness Protocol (UHP) so Codex, Claude Code, Hermes, DeepSeek Harness, System One (Jev), and 9+ other harnesses share one API for sessions, streaming, files, cancellation, and failure handling—self-hosted with your own keys.
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