top 5 github repos by weekly star growth. the fastest-growing repo is a security skill pack that teaches coding agents to do reverse engineering
• reverse-skill by zhaoxuya520. +9,904/week, 19.5k total. pentesting and reverse engineering skill router for claude code, cursor and kiro. +103% growth – doubled its stars in seven days
• ai-for-beginners by @microsoft. +8,926/week, 62.4k total. microsoft's 24-lesson ai curriculum. live since march 2021 – a five-year-old repo adding 17% of its stars in a single week
• buzz by @blocks. +6,456/week, 23.6k total. block's "hive mind" workspace in rust – agents and humans as equal channel members. self-hosted, nostr, apache 2.0
• tencentdb-agent-memory by @tencentcloud. +5,445/week, 15.6k total. tencent's agent memory hub – four asset types, team acl, layered retrieval. 61% fewer tokens on long sessions
• airllm by lyogavin. +4,659/week, 29.4k total. runs 70b on 4gb, kimi k3 (2.8t) on 3.7gb – reduces inference memory usage, letting 70B large language models run on a single 4gb gpu card, without quantization, distillation, or pruning
the skill layer keeps growing. agents don't need more models – they need memory, workspace, and the right routing to actually do the job

Addy Crezee