Memorable
Gives coding agents reusable memory of past workflows so they stop re-deriving steps.
Memorable records an agent's tool-call traces, turns a successful run into a reusable 'procedure,' and recalls the right one in about 60ms using exact, lexical and semantic matching together. It reports savings per run — tokens, time, money — including runs where memory didn't help, rather than only the wins. Only a scrubbed prompt and allow-listed tool arguments leave the machine; session IDs, file contents and results stay local.
What holds up
- +Recalls a matching procedure in about 60ms using exact, lexical and semantic matching together.
- +Only scrubbed prompt and allow-listed tool args leave the machine — file contents and results stay local.
- +Reports savings per run including the runs where memory didn't help, not just the wins.
Mind the limits
- −Curated tool registries cover only Claude Code, Codex, OpenCode and gbrain — others need a raw trace.
- −Runs against your own gbrain database — one more piece of local infrastructure to set up.
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