reflect
Reflect helps engineering teams see whether AI coding agents are actually improving delivery or just burning tokens, failing tools, and creating hidden debt
Reflect is a local-first improvement loop for AI coding agents. It captures what happened, discovers repeated engineering procedures, lets a developer review a bounded workflow, and measures whether comparable future tasks improved.
⚡ How to use reflect
Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:
https://meshkore.com/agent/o11y-dev-reflectCapabilities
Do you own reflect?
This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.
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