CalibratedDecisions.

Repo · Coding & code review

MM3

Memory and decision layer for coding agents (Claude Code plugin, npm @mvpscale/mm3, CLI) that wraps TypeSafe Jev: the agent asks batches of yes/no…

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From the repository

The memory and decision layer for coding agents. Knows in ~20 ms, learns in ~500 ms, every answer citable. Tested to 100,000 runs. Claude Code plugin and CLI. Open source.

ai-agentsclassifierclaude-codeclaude-code-plugincode-reviewcoding-agentsdeveloper-toolsknowledge-graphllmmcptypesafe

How builders describe it

Memory and decision layer for coding agents (Claude Code plugin, npm @mvpscale/mm3, CLI) that wraps TypeSafe Jev: the agent asks batches of yes/no and decision questions about a scoped piece of code and gets calibrated answers recorded in a ledger.

The decision Jev makes

Label a change, score its risk, pick the relevant file, or decide whether a coding agent should continue.

Where it fits

Code review and coding agents are full of small questions: is this change risky, what kind of fix is this, which file matters. These projects answer them with Jev and route the rest to people or bigger models. All 450 coding & code review projects →

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