strands-decider

Evals that meet you where you are. For AI that's grounded.

Unofficial skill for building with decision models (Jev, Clef, pplx-decider, ai_decide, Ollama): typed decisions, calibrated confidence, provider differences, and prior art sorted by implementation shape.

Distil - LLM-powered weekly digests from RSS feeds, arXiv, PubMed, YouTube etc.

A second opinion on flagged OpenStreetMap edits. It collects the public evidence, shows every probability from the Strands Decider, orders the review queue and drafts a kind comment. A person decides and posts. Never writes to OpenStreetMap.

An AI teammate that reads the room: strands-decider 2B decides when and how to speak, Claude on Amazon Bedrock writes the words.

Evaluate, calibrate, compare and fine-tune decision models (Strands Decider and anything behind an adapter), locally, over ssh, on AWS or on a rented GPU.

Autonomous multi-agent pre-deployment release gate powered by Amazon Bedrock and Strands Decider 2B. Evaluates code quality, runtime evidence, and defect repair to enforce calibrated CI/CD release decisions.

DeciderGate: a reusable guardrail where a local Strands Decider 2B classifies and plain code decides whether an agent's action may run

Classify products into 10-digit US tariff codes with Strands Decider 2B + Amazon Bedrock: a calibrated tree walk that never invents a code. Reusable decision pattern for any Strands agent.

AI purchasing agent with three layers of control: the LLM proposes, Strands Decider 2B checks if the order is honest (injected, invented, mislabeled), and deny-by-default rules decide if it's allowed. Department entitlements, no-code policy roles, human approval, full audit log. Strands + Bedrock.

Lachesis: a Strands InterventionHandler that triages tool calls with Strands Decider 2B before the deterministic gate decides.

Strands Decider 2B guardrail that checks mortgage documents before Amazon Bedrock Nova Lite spends a token. #strands-decider-2b #guardrails

StrandsAgents/strands-decider-2B-hobson-v21（Strands Decider。構造化判定モデル。テキストと画像）を、onnxruntime と numpy だけで推論する最小依存の推論実装。 ※GPU推論も可

SIMShift: capability-aware IoT connectivity recovery agent. Strands Decider 2B picks the next tool, Amazon Bedrock plans/explains, on a synthetic eSIM fleet twin. #strands-decider-2b #tool-selection