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v2.0.0 — First public release

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@Vinger-lee Vinger-lee released this 20 Sep 03:39
· 8 commits to main since this release
v2.0.0
7ba9079

First public release of LEAP Framework — a state-driven agentic tutoring runtime for AI agents, exposed over MCP.

Runtime

  • MCP server over stdio exposing 58 tools, with SQLite persistence and an append-only event log
  • Server-side State Guard — the only component that may authorise a state transition
  • Forgetting-aware BKT mastery estimation, computed server-side and never emitted by the host LLM
  • Evidence stages estimated → practiced → demonstrated → retained → transferred, with regression
  • FSRS-based review scheduling (rating 1–4)
  • Rule-based pedagogical policy with strategy/action separation, interleaving, and learner-requested session overrides
  • Misconception tracking, learning-friction signals, transfer probes and learning-outcome metrics
  • Six pluggable seams declared as Protocols and resolved through a plugin registry

Internationalisation

  • Message-catalogue layer (zh-CN, en) for learner-facing text
  • locale configuration plus LEAP_LOCALE environment override
  • Tests enforcing identical key sets and placeholders across catalogues

Tooling

  • security_scan.py — secret and PII scanner with a CI gate
  • verify_example.py / verify_example_runtime.py — static and headless-runtime compliance checks
  • apply_leap_bridge.py — host-bridge injector with --check, --repair and --revert
  • spec_coverage.py — spec-versus-code auditor
  • 260 tests, green on Python 3.11 / 3.12 / 3.13

Examples

  • Five single-file teaching pages: programming, mathematics, computer science, physics, logic
  • Each verified statically and in headless Chromium, and each demonstrating LEAP.hydrate() / LEAP.drainOutbox()

Documentation

  • Bilingual READMEs plus Japanese, Korean, French, Spanish, Russian and Arabic
  • Architecture, integration, examples and localization guides
  • Contributing guide, security policy and code of conduct

The authoritative framework design specification and visual design system are maintained by the project author separately and are not part of this repository. The implementation here follows those documents.

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