Competency and Standards Coverage

This report is generated from the canonical competency, standards, and specialization manifests. It distinguishes curriculum coverage from learner progress and does not imply accreditation.

Coverage Summary

• Competencies: 17
• Standards crosswalks: 7
• Specializations: 2
• Competencies still below Learner-ready: 3

Competency	Knowledge areas	Skills	I/P/A	Readiness
AI-ENGINEERING-001 — Evaluate an AI-enabled system	CS2023-AI, NIST-AI-RMF	explain, apply, develop, evaluate	I/P/A	Learner-ready
AL-ALGORITHMS-001 — Design and evaluate algorithms	CS2023-AL	explain, apply, develop, evaluate	I/P/A	Learner-ready
AR-ARCHITECTURE-001 — Reason across hardware and software abstractions	CS2023-AR, CS2023-SF	explain, apply, evaluate	I/P/A	Learner-ready
DM-DATA-001 — Design and operate trustworthy data systems	CS2023-DM	apply, develop, evaluate	I/P/A	Learner-ready
FPL-LANGUAGES-001 — Reason about programming languages	CS2023-FPL	explain, apply, develop, evaluate	I/P/A	Learner-ready
GIT-INTERACTIVE-001 — Reason about graphics and interactive systems	CS2023-GIT	explain, apply, develop, evaluate	I/P/A	Scaffolded
HCI-ACCESSIBLE-001 — Design usable and accessible interactions	CS2023-HCI, WCAG-2.2	explain, apply, develop, evaluate	I/P/A	Blueprint
MSF-REASONING-001 — Use mathematical and statistical reasoning	CS2023-MSF	explain, apply, evaluate	I/P/A	Learner-ready
NC-NETWORKS-001 — Build and diagnose networked systems	CS2023-NC	explain, apply, develop, evaluate	I/P/A	Learner-ready
OS-OPERATING-001 — Diagnose operating-system behavior	CS2023-OS	explain, apply, evaluate	I/P/A	Learner-ready
PDC-CONCURRENCY-001 — Reason about parallel and distributed execution	CS2023-PDC	explain, apply, develop, evaluate	I/P/A	Learner-ready
SDF-PROGRAMMING-001 — Develop maintainable software	CS2023-SDF	apply, develop, evaluate	I/P/A	Learner-ready
SE-ENGINEERING-001 — Engineer software through its lifecycle	CS2023-SE, SWEBOK-SE	apply, develop, evaluate	I/P/A	Learner-ready
SEC-SECURE-001 — Engineer secure software	CS2023-SEC, NIST-SSDF, OWASP-ASVS, SLSA	explain, apply, develop, evaluate	I/P/A	Learner-ready
SEP-ETHICS-001 — Make accountable computing decisions	CS2023-SEP, ACM-CODE-OF-ETHICS	explain, apply, evaluate	I/P/A	Scaffolded
SF-SYSTEMS-001 — Analyze systems across abstraction boundaries	CS2023-SF	explain, apply, evaluate	I/P/A	Learner-ready
SPD-PLATFORMS-001 — Adapt software to a specialized platform	CS2023-SPD	apply, develop, evaluate	I/P/A	Learner-ready

Missing or Weakly Assessed Coverage

• GIT-INTERACTIVE-001 — Reason about graphics and interactive systems: Scaffolded
• HCI-ACCESSIBLE-001 — Design usable and accessible interactions: Blueprint
• SEP-ETHICS-001 — Make accountable computing decisions: Scaffolded

Specializations

• AI Engineering — Learner-ready
• Security Engineering — Learner-ready

Standards Crosswalk

ABET Computing Accreditation Commission Criteria

Version: 2025-2026

Outcome	Mapped competencies
SO-1 — Analyze a complex computing problem	AL-ALGORITHMS-001, MSF-REASONING-001
SO-2 — Design, implement, and evaluate a computing solution	SDF-PROGRAMMING-001, SE-ENGINEERING-001
SO-3 — Communicate effectively	SE-ENGINEERING-001, SEP-ETHICS-001
SO-4 — Recognize professional responsibilities	SEP-ETHICS-001, SEC-SECURE-001
SO-5 — Function effectively as a team member or leader	SE-ENGINEERING-001
SO-6 — Apply computer science theory and development fundamentals	AL-ALGORITHMS-001, FPL-LANGUAGES-001, SDF-PROGRAMMING-001
MAJOR-PROJECT — Integrative major project	SE-ENGINEERING-001, SEC-SECURE-001, HCI-ACCESSIBLE-001

ACM/IEEE-CS/AAAI Computer Science Curricula 2023

Version: 2023

Outcome	Mapped competencies
AL — Algorithmic Foundations	AL-ALGORITHMS-001
AR — Architecture and Organization	AR-ARCHITECTURE-001
AI — Artificial Intelligence	AI-ENGINEERING-001
DM — Data Management	DM-DATA-001
FPL — Foundations of Programming Languages	FPL-LANGUAGES-001
GIT — Graphics and Interactive Techniques	GIT-INTERACTIVE-001
HCI — Human-Computer Interaction	HCI-ACCESSIBLE-001
MSF — Mathematical and Statistical Foundations	MSF-REASONING-001
NC — Networking and Communication	NC-NETWORKS-001
OS — Operating Systems	OS-OPERATING-001
PDC — Parallel and Distributed Computing	PDC-CONCURRENCY-001
SDF — Software Development Fundamentals	SDF-PROGRAMMING-001
SE — Software Engineering	SE-ENGINEERING-001
SEC — Security	SEC-SECURE-001
SEP — Society, Ethics, and the Profession	SEP-ETHICS-001
SF — Systems Fundamentals	SF-SYSTEMS-001
SPD — Specialized Platform Development	SPD-PLATFORMS-001

NIST Secure Software Development Framework

Version: 1.1

Outcome	Mapped competencies
PO — Prepare the Organization	SEC-SECURE-001, SE-ENGINEERING-001
PS — Protect the Software	SEC-SECURE-001
PW — Produce Well-Secured Software	SEC-SECURE-001, SDF-PROGRAMMING-001
RV — Respond to Vulnerabilities	SEC-SECURE-001, SE-ENGINEERING-001

OWASP Application Security Verification Standard

Version: 5.0.0

Outcome	Mapped competencies
L1 — Essential application-security verification	SEC-SECURE-001
ARCHITECTURE — Security architecture and threat modelling	SEC-SECURE-001, SE-ENGINEERING-001
VERIFICATION — Automated and manual security verification	SEC-SECURE-001, SDF-PROGRAMMING-001

Supply-chain Levels for Software Artifacts

Version: 1.2

Outcome	Mapped competencies
BUILD-L1 — Documented build provenance	SEC-SECURE-001
BUILD-L2 — Hosted and signed build provenance	SEC-SECURE-001, SPD-PLATFORMS-001
BUILD-L3 — Hardened build platform	SEC-SECURE-001, SE-ENGINEERING-001

Guide to the Software Engineering Body of Knowledge

Version: 4.0a

Outcome	Mapped competencies
REQUIREMENTS-DESIGN — Requirements, design, construction, and maintenance	SE-ENGINEERING-001, HCI-ACCESSIBLE-001
TESTING-QUALITY — Testing and software quality	SDF-PROGRAMMING-001, SE-ENGINEERING-001
ARCHITECTURE — Software architecture	SE-ENGINEERING-001, AR-ARCHITECTURE-001
OPERATIONS — Software engineering operations	SE-ENGINEERING-001, SPD-PLATFORMS-001
SECURITY — Software security	SEC-SECURE-001
PROFESSIONAL-PRACTICE — Professional practice	SEP-ETHICS-001, SE-ENGINEERING-001

Web Content Accessibility Guidelines

Version: 2.2

Outcome	Mapped competencies
PERCEIVABLE — Perceivable	HCI-ACCESSIBLE-001
OPERABLE — Operable	HCI-ACCESSIBLE-001
UNDERSTANDABLE — Understandable	HCI-ACCESSIBLE-001
ROBUST — Robust	HCI-ACCESSIBLE-001, SDF-PROGRAMMING-001

Graduate Evidence Map

AI-ENGINEERING-001: Evaluate an AI-enabled system

• Baseline, evaluation set, failure analysis, AI risk register, production evidence, and fallback design — rubric

AL-ALGORITHMS-001: Design and evaluate algorithms

• Algorithms implementation and benchmark report — rubric

AR-ARCHITECTURE-001: Reason across hardware and software abstractions

• Systems tool with disassembly, memory, and performance evidence — rubric

DM-DATA-001: Design and operate trustworthy data systems

• Schema, workload, query-plan, consistency, and failure evidence — rubric

FPL-LANGUAGES-001: Reason about programming languages

• Interpreter and semantic design notes — rubric

GIT-INTERACTIVE-001: Reason about graphics and interactive systems

• Visual computation with correctness and performance explanation — rubric

HCI-ACCESSIBLE-001: Design usable and accessible interactions

• Usability study and WCAG 2.2 accessibility report — rubric

MSF-REASONING-001: Use mathematical and statistical reasoning

• Proof notebook and reproducible quantitative investigation — rubric

NC-NETWORKS-001: Build and diagnose networked systems

• Socket application, packet capture, and failure analysis — rubric

OS-OPERATING-001: Diagnose operating-system behavior

• Trace-driven systems diagnosis — rubric

PDC-CONCURRENCY-001: Reason about parallel and distributed execution

• Failure-tested distributed data system — rubric

SDF-PROGRAMMING-001: Develop maintainable software

• Tested implementation and code-review record — rubric

SE-ENGINEERING-001: Engineer software through its lifecycle

• Capstone lifecycle evidence and defense packet — rubric

SEC-SECURE-001: Engineer secure software

• Threat model, ASVS verification, supply-chain provenance, detection and response, and remediation record — rubric

SEP-ETHICS-001: Make accountable computing decisions

• Ethical impact decision record — rubric

SF-SYSTEMS-001: Analyze systems across abstraction boundaries

• Cross-layer trace and causal diagnosis — rubric

SPD-PLATFORMS-001: Adapt software to a specialized platform

• Platform constraints, deployment, verification, and operations evidence — rubric