tier5-candidate-watch

Git for AI Agent Knowledge. A persistent, versioned memory layer for AI systems. Hybrid GraphRAG retrieval. Runs entirely offline.

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

CodeWiki is a knowledge platform that analyzes repositories into AST graphs, builds GraphRAG indexes, and generates source-grounded developer wikis with FastAPI, React, and LiteLLM.

Agent Skills as a Memory Layer

A curated list of papers, benchmarks, attacks, defenses, and security analyses for self-evolving AI agents.

Let Skills Evolve Collectively with Agentic Evolver

Get your documents ready for gen AI

Fork — document/visual understanding (upstream OSS).

Open survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.

Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents

[Survey] A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Self-evolving code & knowledge graph memory engine (SAGE + CodeGraph) — Kuzu + tree-sitter, multi-hop queries across code, specs & decisions. Pluggable adapters, MIT.

Toolkit for linearizing PDFs for LLM datasets/training

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

Contexts Optical Compression