Skills are broken — static, scattered, and outdated across CVs, certifications, and project histories. Skill Bubble turns them into a living profile that evolves with your work — reflecting what you actually build, not just what you claim. Now connecting skills to developer workflows and AI via GitHub Actions and MCP — making skills usable as real context for systems, not just something you record or manually maintain.

Skill Bubble turns static skill profiles into structured, evolving context connected to GitHub, AI tools, and real developer workflows.

MongoDB Atlas — Scale RAG and agentic workflows with MongoDB Atlas.

Scale RAG and agentic workflows with MongoDB Atlas.

Hey Product Hunt 👋 I built Skill Bubble because skills today are static — but work isn’t. They live in CVs and profiles, get outdated quickly, and AI systems don’t actually understand what we’re capable of. This release is a big step toward changing that. We’ve started connecting skills directly into developer workflows: • GitHub Action to update skills from real work • MCP support so AI tools can access structured skill context • AI-assisted skill updates instead of manual profile editing The idea is simple: 👉 Skills should move with the work 👉 Skills should be structured 👉 Skills should be usable by systems — not just displayed on profiles It’s still early, but we’d love feedback from builders, developers, and people thinking about the future of work 🙌 Where do you see structured skill data becoming most useful?