SkillPilot – Your Personal Learning Navigator
SkillPilot navigates you through complex skill landscapes, modeling curricula as a dependency graph to provide personalized learning paths and track your mastery.
This project is an invitation to the community to jointly build and bring to life a secure platform for skill landscapes—a shared home where learners, educators, curriculum institutions, and supporting AIs alike can thrive.

Choose your path
Learners & teachers
- Schnellstart (DE)
- Quickstart (EN)
- Live app
- Coach setup: Claude, ChatGPT Desktop (Beta) and Gemini (Beta)
Gemini uses an imported coaching Skill and a connected Custom App in Gemini Web. The controlled test with one privately configured operator account confirmed saved learning progress and continuation in a new chat. Public onboarding, additional accounts, mobile and voice still require acceptance; learning-goal images currently have a tested direct-link route. See the Gemini setup guide and integration runbook. Deployment and activation are separate steps.
Curriculum champions
- Curricula & Champions
- Champion guide
- Four-level QA model
- QA/CI documentation
- Canonical Gymnasium Math rollout status
- Canonical Gymnasium Physics rollout status
High-level overview
AI learning coaches (Claude, ChatGPT & Gemini / MCP)
Durable coach architecture and security specifications are available in both German and English (use the DE / EN toggle in the header on the documentation site):
- Coach product topology (EN) · DE
- Provider-neutral coach communication contract (EN) · DE
- SkillPilot in Gemini: integration runbook (DE)
- OpenAI plugin versioning and lifecycle (EN) · DE
- OpenAI MCP OAuth app binding and 24h learning sessions (EN) · DE
- OpenAI MCP authorized client binding (EN) · DE
- Release, rollback, and retirement of SkillPilot Coach v1 (DE)
- OpenAI review: rejection, lifted freeze, and historical evidence (DE)
- OpenAI submission dossier for SkillPilot Coach v1 (DE)
- Rollback: ChatGPT Visible Session (EN)
Programme status
- Canonical Gymnasium implementation plan
- Dual curriculum package implementation status
- Current curriculum quality status
Inside this documentation
The docs here are organized by intent: concept-level foundations (skill graph and didactics), then runtime workflows, followed by operational topics like pipelines, QA/CI, deployment, developer references, and security.
- Glossary of core SkillPilot terms
- Documentation guidelines
- Quickstart documentation index
- Whitepaper documentation index
- Concept documentation index
- Production pipelines index
- Developer documentation index
- QA/CI documentation index
- Deployment documentation index
- Legal and AI transparency evidence
- Security documentation index
Contribute
- Curriculum Champions: Start with the Curricula & Champions entry above.
- Developers & designers: Open Issues/PRs at github.com/enpasos/skillpilot/issues