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mimo_patch

belentani7/mimo_patch

System One router deciding safe actions before calling expensive LLMs.

Classification & Routing0.77Runner-up: Verification & GuardrailsFunnel
Automated README summary

Automatically summarized from the README on 10 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.

What it is

A single Python file that acts as a System One router for OpenCode agents, deciding if an action is safe and urgent before calling any expensive LLM. It exposes MCP tools mimo_route and mimo_cache_stats.

How it uses Jev

Jev AI (TypeSafe) is the preferred provider in the fallback chain. The router uses Jev primitives (Choice/Score/Noul) to classify state and produce confidence scores; if confidence is high and safe, skills execute without permission.

Primitives:choicescorenoul

Technique worth stealing

Heuristic gate check with zero tokens before loading heavy prompts or calling LLMs.

Try it

python mimo_patch.py self-test

View on GitHub

Start using Jev: API key and your first request →

Model judgments from README excerpts

Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.

Models & evaluation dates

Inclusion gate
jev-1.13.0
Project signals
jev-1.13.0
Category
jev-1.13.0
Pattern tags
jev-1.13.0

Evidence

These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.

  • Jev is core to the projectunclear0.46
  • Shows a System One patternFound in material0.86
  • Describes handling uncertaintynot found in the excerpt0.11
  • Reports measured numbersnot found in the excerpt0.04
  • Is a runnable toolFound in material0.81
  • Top-10 learning shortlist signalnot found in the excerpt0.27
  • Is a replica of the modelunclear0.46
  • Solves a common problem (0–2)score on a 0–2 scale1.71 / 2
  • About JevFound in material0.94
Signals
Jev is core to the project0.46Shows a System One pattern0.86Describes handling uncertainty0.11Reports measured numbers0.04Is a runnable tool0.81Top-10 learning shortlist signal0.27Is a replica of the model0.4600.51Solves a common problem (0–2)1.71 / 2012

no-judgment band (0.40–0.60)

Design patterns
Funnel0.97Fail open, fail closed0.29Flight recorder0.23Traffic light0.2100.51

no-judgment band (0.40–0.60)

The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 10 Oct 2026.