Knowledge hardening protocol for the AI era. Band-calibrated, real world scenario quizzes (B1–B5) with refinement probes, Dreyfus + IEEE SWECOM + SFIA v9 anchored, and per-band literature scoping. Inverts the LLM into a constrained tutor to facilitate conceptual fluency.
python discord-bot pluggable interview-prep claude opinionated self-assessment platform-agnostic swebok skill-assessment ethical-ai sfia swecom llm ai-governance domain-agnostic anthropic llm-governance competency-framework dreyfus
-
Updated
Sep 18, 2026 - Python