SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.
$ git clone https://github.com/oneal2000/SR-Agents.gitOpen memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform
▲ +5 ★ this week
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
LLM agent 的有界自纠错长期记忆层：把连续、含矛盾的项目交互日志蒸馏成有界、可自更新的记忆库。Bounded, self-correcting long-term memory for LLM agents — candidate pool + value dynamics + tension adjudication + causal-replay evals.
Memory for AI that works like yours—local, instant, persistent. 13x faster than Pinecone, 5x leaner than RAG. Finds what RAG misses. Zero cloud, zero cost.
▲ +294 ★ this week
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
Data from GitHub · snapshot Nov 13, 2026