competency-framework

Competency framework outlining knowledge, skills, and abilities for entry-level semiconductor software and hardware engineers

Engineering competency & growth evaluation framework (junior → team lead): multi-evaluator, dual-threshold scoring, self-assessment built in. CC BY 4.0.

COMPEITO: Competency Exchange & Interoperability Tool — A modern 1EdTech CASE v1.1 compatible server

Assess a cybersecurity vacancy against a structured record of your own experience, using CyBOK v1.1 and the NIST NICE Framework as the shared vocabulary — and keep the reasoning behind the assessment. Local-first, no scraping.

AI-powered medical teaching evaluation form filler using Claude Code agents and Python CLI for e-portfolio systems. Automates competency assessments (DOPS, Mini-CEX, CbD, EPA) while preserving bedside teaching quality.

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.

Reusable AI agent skills for product discovery, strategy, execution, and leadership, with evaluation cases.

Static agent skill for drafting competency models and auditing behaviors, levels, evidence, and adoption points.

Evidence-aware competency gap analysis with prerequisite sequencing, explainable learning-resource matching, and ranking sensitivity.

Community-built competency framework for insider threat practitioners

Enterprise Competency Intelligence Platform — 9-agent stateful LangGraph orchestrator, Neo4j skill DAGs, Redis 7, PostgreSQL pgvector, and adaptive WebSocket tutoring with multi-model NVIDIA NIM routing.