RepoDailyIndependent open-source software evaluation.
Independent open-source evaluation
RepoDaily helps developers move from discovery to evaluation: understand the fit, compare alternatives, inspect evidence, run a repeatable checklist, and decide what to try or skip.
Decision pilot
Compare four open-source approaches, run a repeatable checklist, and inspect current evidence before giving a coding agent repository-wide context.
Project briefs with an explicit evidence level and verification date. These are scoped reviews, not universal rankings.
Today’s brief · 2026-09-01
Heretic automates abliteration: an Optuna-driven search cuts refusals to 3/100 on gemma-3-12b-it while keeping KL divergence at 0.16 — no transformer-internals knowledge required.
Today’s brief · 2026-09-01
Mailflare runs a full email inbox for custom domains inside your own Cloudflare account: Email Routing in, D1 and R2 storage, $5/month to send. A source-available license blocks commercial reuse.
Today’s brief · 2026-09-01
Pollen Robotics publishes the full sim2real training stack for its 800 g, 25 cm biped: 18 mjlab task ids, BAM actuator physics, domain randomization, and ONNX export under Apache-2.0.
A dated snapshot of the daily trend list, with links to RepoDaily briefs when available.
Raw trend data is useful, but the daily brief adds the missing judgment layer.
| # | Repository | Language | New stars | Total stars | Coverage |
|---|---|---|---|---|---|
| 1 | tt-a1i/archifyAgent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export. | JavaScript | +3,993 | 38,619 | Read brief |
| 2 | THU-MAIC/OpenMAICOpen Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click | TypeScript | +2,819 | 26,946 | Read brief |
| 3 | K-Dense-AI/scientific-agent-skillsTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biolog | Python | +1,968 | 40,698 | Read brief |
| 4 | zhaoxuya520/reverse-skillReverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, | PowerShell | +1,439 | 33,099 | Read brief |
| 5 | tashfeenahmed/freellmapi7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted key | TypeScript | +781 | 23,321 | Read brief |
| 6 | every-app/open-seoOpen source alternative to Semrush and Ahrefs | TypeScript | +608 | 15,740 | Read brief |
| 7 | handsomestWei/patent-disclosure-skill中国专利.skill：专利点挖掘与交底书（发明/实用/外观）编写，通俗解读专利，嗅探政策动向，辅助审查答复。 | Python | +571 | 6,195 | Not covered |
| 8 | affaan-m/ECCThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. | JavaScript | +548 | 245,237 | Read brief |
| 9 | p-e-w/hereticFully automatic censorship removal for language models | Python | +536 | 29,641 | Read brief |
| 10 | unclecode/crawl4ai🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN | Python | +533 | 80,583 | Read brief |
| 11 | k1tbyte/Wand-EnhancerAdvanced UX and interoperability extension for Wand (WeMod) app | C# | +511 | 23,376 | Read brief |
| 12 | browser-use/video-useEdit videos with coding agents | Python | +504 | 22,373 | Read brief |