Deep Learning

ayhammouda/mentor

Use when the user asks how to learn a technology, wants a docs-first learning direction, mentorship compass, reading path, roadmap, or curated resources for a technical subject. Triggers: "how do I learn X", "what should I read for X", "learning path for X", "docs to learn X", "resources to learn X", "best way to pick up X", "where should I start with X", "I want to get into X". Does NOT trigger for debugging, code review, implementing a feature, explaining one isolated concept, or generating hands-on tutorials unless the user explicitly asks for practice.

lanyasheng/self-improving-agent

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User explicitly corrects agent with direct correction like 'No, that's wrong', (3) User requests a capability that doesn't exist, (4) An external API or tool fails. CRITICAL: Maximum 1 learning log per user message. Do NOT chain multiple self-improvement actions.

labarba/abet-clo-mapper

Maps Course Learning Outcomes (CLOs) to ABET EAC Student Outcomes (1) through (7) for accreditation documentation. Use when asked to "map my CLOs to ABET," "check ABET alignment," "review my course outcomes against accreditation criteria," "which ABET outcomes does my course address," "help with my ABET self-study," or "prepare my course for accreditation review." Produces a structured alignment table with classifications and a narrative justification for each mapping. Do NOT use for program-level assessment or for mapping to program educational objectives (PEOs) — those require different fram

lazyfoxjumps/Loft-Hours

Session-based focus skill that acts as a silent body-doubling study partner. Runs structured focus blocks with goal intake, opt-in environment setup (Do Not Disturb, app management, focus music), break check-ins, and a wrap-up that writes a markdown session log. Compounds value via weekly/monthly rollups over the log folder. Trigger on "/loft-hours", "/study-with-me", "loft hours", "study with me", "focus session", "deep work session", "pomodoro for me", "I need to focus", "body double me", "be my study buddy", "help me focus for [N] minutes", "let's do a work session". Also trigger on resume

wangsoft/ELI5

Explain unfamiliar mechanisms in plain language; create or maintain self-contained HTML learning pages with visual models, quizzes, explain-back checks, flashcards, and optional interaction; or produce a decision brief when the user must choose among options. Use for ELI5 or visual explanations, durable learning pages, quizzes, review of earlier concepts, and decision briefs. Give single facts and ordinary quick explanations inline without files. A named audience alone does not imply a decision brief.

FavioVazquez/agentic-learning

A learning partner skill grounded in neuroscience and philosophy. Use when you want to actually learn a concept (not just get an answer), quiz yourself on a codebase, reflect on what you built, brainstorm a design collaboratively, practice productive struggle on a hard problem, journal a decision with its alternatives and consequences, or schedule concepts to revisit later. Invoke with @agentic-learning followed by one of: learn, quiz, reflect, space, brainstorm, explain-first, struggle, either-or, explain, interleave, or cognitive-load.