Quadrat analysis lays a set of equal-size areas(quadrat) over the study area and counts the number of features in each quadrat and creates a frequency table.

A Jev classification layer for the Pi coding agent: typed routing, permission gating, context shielding, pruning and loop detection.

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

Dynamic, declarative configurations

Local-first memory and coordination layer for AI coding agents. Shadow Brain stores source-backed project lessons, recalls them across Codex, Claude Code, Cursor, Cline, OpenCode, and other tools, generates resume briefings, audits memory quality, exports


Bayesian probability transforms for BM25 retrieval scores


A unified code quality and security scanning CLI that aggregates results from multiple analysis tools into a single, easy-to-read report



Typed in-process connectivity signals for Agent Assistant SDK

Offline trust certificate for your codebase — scores tests, secrets, isolation, claim-vs-reality, and CI discipline; especially useful for AI-written code. Supports JS/TS, Python, Go, Rust, Java, Ruby, PHP, C#, C/C++ and more — see README for the full lan

Speaker calibration library for auditory testing

Jev (TypeSafe System One decision model) for DeepSeek Harness — five verdict tools: jev_decision (up to 25 typed questions, one parallel call, ~300 ms), jev_choose (rank 2-10 approaches), jev_overview (session ledger), jev_guard_status (auto-guard audit),

Character encoding auto-detection in JavaScript (port of python's chardet)

TypeScript definitions for confidence

On-device spoken language identification for JavaScript: name the language of a recording before you transcribe it. Runs in the browser (WebAssembly + LiteRT.js) and server-side in Node (native), from one import.

Zigbee stack designed to run on a host and communicate with a radio co-processor (RCP)

CAVE probabilistic layer — Bayesian fusion of numeric estimates, noisy-AND conditional confidence, hypothesis helpers.