competency-framework

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

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

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

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.

技能差距分析：从一批岗位描述（JD）中提取必备技能，分层排序并逐条讲解，生成带前置依赖的学习路径，服务于转行与求职准备。Skill gap analyzer for job descriptions — turns a pile of JDs into a ranked skill map, then explains every term. Tiers each capability by how many postings demand it and builds an offline study platform with prerequisite-ordered learning paths. No LLM required.

Community-built competency framework for insider threat practitioners

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

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

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.