CWL — Context Window Lifecycle for DeepSeek Harness: structured context eviction (arXiv:2606.11213). Graduated, deterministic, zero-LLM eviction of exploration/action episodes when context pressure exceeds budget — no summarization lossiness, no hallucina

## 1. Introduction

LLM provider abstraction layer with unified streaming interface

Iterative context compaction and checkpoint summaries for Pi and DoomPi agent sessions.

Abstract compaction service seam (ctx.compaction) for the xneog

Capacitor plugin for ML Kit GenAI Summarization on Android.

Token-meter-driven compaction policy and LLM summarization backend for the DeepSeek Harness

NestJS foundation package with JSON:API, Neo4j, Redis, LangChain agents, and common utilities

Text summarizer using Node.js

Utility functions for working with TypeScript's API. Successor to the wonderful tsutils. 🛠️️

Public logs API for OpenTelemetry

Replace pi's stock /compact summarization with chunked refine summarization by a cheaper model of your choice

A lightweight JavaScript API for retrieving transcripts and subtitles from YouTube videos. Works with both manual and auto-generated captions without requiring API keys or browser automation tools like Selenium.

Web search, read, and summarize tools with provider-based backend selection for Pi coding agent

Keyless OpenCode Zen free models for Pi, using native HTTP APIs

Advanced memory management plugin with short-term summarization and long-term persistent memory

A DeepSeek Harness plugin that integrates claude-mem: query, context injection, manual save, and session lifecycle over a local claude-mem worker's HTTP API

Cloudflare adapter for TanStack AI — Workers AI chat, embeddings, images, speech, transcription, and summarization over the AI binding or REST, with AI Gateway routing for any provider.

Cohere adapter for TanStack AI — multimodal embeddings and document reranking.

An isomorphic client library for the Azure Conversational Language Understanding service.