human-skill-tree
human-skill-tree is an open-source “skill tree” that provides a curated set of AI agent skills (prompt/config templates) to transform general chat/code assistants into structured, cognitive-science-inspired learning companions (e.g., Socratic tutoring, active recall, spaced repetition). It also includes a web demo/classroom app built with Next.js + Vercel AI SDK + Supabase.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Security controls for the installed skills are not specified in the provided README content. The repository license is shown as AGPL-3.0 badge, but no security/privacy model, threat guidance, or secret-handling practices are described. If using the hosted web app, ensure Supabase and any auth/session handling are properly configured in the app source.
⚡ Reliability
Best When
You want to install curated prompt/agent “skills” into an existing AI toolchain to get more structured learning interactions, and you’re comfortable validating pedagogy and outputs for your context.
Avoid When
You require a formal API contract, strong authentication/authorization controls, or audited data protection guarantees from this package alone.
Use Cases
- • Adaptive tutoring for learning subjects via an AI assistant (Socratic dialogues, hints-first coaching)
- • Learning-path planning from K-12 to career/social intelligence topics
- • Study workflow support using spaced repetition and active recall-style prompts
- • Using/adding “skills” into compatible agent frameworks (e.g., Claude Code / Cursor-style skills directories)
- • Demoing an AI classroom UX for guided learning interactions
Not For
- • A secure, production-grade tutoring backend/API without self-hosting/review
- • A drop-in educational content provider that guarantees correctness or academic rigor without verification
- • A general purpose agent tool with standardized REST/GraphQL/SDK contracts
Interface
Authentication
No authentication mechanism is described for the repository’s primary usage (copy/install skill directories). The web app/demo mentions Supabase but no auth scheme details are present in the provided content.
Pricing
Repository is described as open source; any costs would come from the chosen hosted AI provider (e.g., Claude/OpenAI/Gemini) and any hosted demo stack, not from a package pricing model.
Agent Metadata
Known Gotchas
- ⚠ This appears to be prompt/skill installation rather than a stable API; behavior depends heavily on the host agent/tool and model/provider settings.
- ⚠ No standardized contract for tool I/O or failure modes is indicated in the provided content.
Alternatives
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Scores are editorial opinions as of 2026-03-30.