Excited to release UpSkill — a lightweight framework that continuously evolves skills, empowering your Flash Model to perform at the level of a Pro.
AI Agents — Claude Code, Codex, Cursor, OpenClaw, Hermes, nanobot — are transforming how we build and automate. But one hard truth remains: their performance is ultimately locked to the model you pay for.
- 💸 Pro Models are too expensive — Claude Opus, GPT-5.5, Gemini Pro deliver great results, but at 3–5× the cost per task. Unsustainable at scale.
- ⚠️ Flash Models are too unreliable — Claude Haiku, GPT-5.5 mini, Gemini Flash are affordable, but you end up spending more time fixing errors than saving costs.
It's a trade-off that shouldn't exist. UpSkill aims to change that.
GitHub👉: github.com/HKUDS/Upskill