LLM output confidence calibration — ECE scoring, temperature scaling, hallucination risk gating, and dynamic answer thresholds

Agent metacognitive monitoring and calibration — knowledge boundary detection, Ebbinghaus forgetting alerts, consolidation triggers, self-reflection, and 3-stream transformer confidence calibration (ECE + Brier)

A confidence-calibration skill for any AI coding agent. Tags every claim 🟢 [VERIFIED] / 🟡 [INFERRED ~80%] / 🟠 [GUESSED ~30%] / 🔴 [UNKNOWN] so you can scan how much to trust each line.

Character encoding detector

API testing framework core

SOTA NPM module for agentic processes using local or cloud LLMs.

An npm package that uses guesslang's ML model to detect source code languages

The Sapience Suite transforms OpenClaw from a reactive assistant into a proactive agent with genuine autonomy. It learns when to act, when to propose, when to ask, and when to explore — calibrated to your actual preferences, not a static policy you had to


Simple and complete React Native testing utilities that encourage good testing practices.


A TurboWarp extension that calibrates a shared Camera Source camera and publishes its intrinsic calibration profile.

TypeScript library for converting Velodyne LIDAR packet data to point clouds

Adaptive trading intelligence system with Hebbian synapses, spreading activation, Wilson Score confidence, and adaptive calibration

Configuration API

Semantic Sequential Thinking Layer For AI Agents.

n8n community node for TypeSafe AI's Jev "System One" decision model — classify, score, and route workflow items using typed structured decisions instead of free-text chat.

Spotify Confidence Open Feature provider

TraceTail JavaScript SDK for browser fingerprinting