Business, Career and Human Factors, in 22 concepts.
Extracts standardized audio metadata and separates vocal tracks from background audio using MediaKit CLI.
Query 2021-2025 CUMCM school awards and 2026 forecasts, or assess a student's preparation distance from provincial and national awards…
Comprehensive C/C++ programming reference covering everything from C11-C23 and C++11-C++23, system programming, CUDA GPU computing…
C++ coding standards based on the C++ Core Guidelines (isocpp.github.io).
When to activate: STL, standard library, containers, algorithms, iterators, ranges, views, vector, map, unordered_map, string_view
Expert C4 Code-level documentation specialist.
Expert C4 Context-level documentation specialist.
Resolves CakePHP 5.x upgrade breaking changes and deprecations with targeted fixes for ORM, events, plugins, and baserCMS ecosystems.
Use when targeting Cancer Cell or deciding whether a cancer-biology manuscript fits this venue.
Use when targeting Cancer Discovery (AACR) or deciding whether a cancer biology or translational oncology manuscript fits this venue.
Internal to the capstone suite - carries the shared rules (references/) and scripts every capstone subcommand reads; it exists so…
Use when the capstone docs area needs a consistency check or repair - torn writes, done markers without ledger entries, voided plan…
Overlay doctrine for the embedded-captions workflow — the caption MODEL (drop / rail / embed) and the rule that captions are an OVERLAY…
Record durable engineering decisions, costly operational learnings, or concise handoff context in the repository's established…
Use when a decision, correction, or design rationale emerges that would otherwise be lost when the session ends.
Career development turns verified targets or repeated evidence gaps into bounded learning, portfolio, visibility, mentoring, and…
Use when turning project evidence, AI-agent work logs, retrospectives, or decision histories into a traceable case library, reusable…
Start or refresh domain onboarding for the current project.
Shape a repo into CCR-governed form by discovering expected product law and making constitution, vocabulary, evidence, canonical owners…
Document a recently solved problem as a durable repo learning, or capture project vocabulary in CONCEPTS.md.