context-assembly

Optimize AI workflows with Arachne. Automatically assembles the perfect code context (Tree, Target, Deps, Semantic) to fit context windows without noise. Built for efficiency and scale.

Give one OpenClaw session durable memory, topic-aware continuity, and bounded token growth.

Local Go daemon that gives AI tools persistent shared workspace state. Context assembly, multi-provider inference routing, hash-chained ledger, MCP server.

Production-grade AI agent memory and context management platform (monorepo)

Given a bug and a token budget, how should you pick which code to show the LLM? This repo contains a benchmark that evaluates different context assembly methods on that question, using controlled single-line mutations across two Python repositories. Still in development, will expand to more methods, models and repositories.

G0 context-assembly gate for AI agents - the gate before G1: automatic tiered context loading with self-check loop (BSL 1.1)

CA Assembler — Hermes Agent 插件版（ContextAssembler v6.x, Python）：话题块上下文汇编、水位压力切割、Fct/OODA 事实提炼、reality 归并与注入、工具轮摘要。MIT。设计已延续至 CA-DSH V0.99 (i1j/ca-dsh)。

上下文汇编 Context Assembler DSH V0.99 — DeepSeek Harness (dsh) 上下文汇编插件：话题块汇编、水位压力切割、工具轮压缩/改写、reality 召回注入、handoff 规划。MIT。