Skills for your AI
Guides knowledge distillation of large language models into smaller student models, covering temperature scaling, logit and response distillation, reverse KLD, strategy selection, and paper references. Use when the user asks how to compress or distill an LLM,
Guides implementation and comparison of RoPE, YaRN, ALiBi, and position interpolation for extending transformer context windows. Use when a user wants to extend a model's context length, needs implementation code for one of these techniques, wants trade-offs c
Fits enzyme kinetics models, simulates and validates them, extracts literature parameters, and drafts reports, protocols, and teaching material. Use when a user supplies enzyme kinetics data or asks for Km/Vmax/kcat estimation, simulation, model validation, li
Assesses and improves workplace ergonomics, producing assessment guides, risk reports, training materials, equipment recommendations, policies, program evaluations, design consultations, prevention strategies, environmental adjustments, and feedback tools. Use
Analyzes student essays for grammar, structure, content, thesis, argumentation, citations, and overall quality, and generates writing prompts or automated grading system designs. Use when a teacher submits an essay for review, needs feedback on a thesis or org
Generates, refines, and tailors exam questions across formats and difficulty levels, from topic ideation to final review. Use when drafting exam content, rating or adjusting difficulty, formatting questions, creating variations, planning time allocations, targ
Prepares executives for media interviews, crises, and public appearances with training materials, simulations, message crafting, and coverage analysis. Use when the user needs media training content, mock interviews, key messages, crisis plans, media etiquette
Assesses, plans, monitors, communicates, and reports organizational risks for executive decision-making. Use when the user needs risk assessments, scenario analysis, mitigation plans, monitoring alerts, stakeholder communications, risk reports, policy drafts,
Provides expert C++ guidance on modern standards, ownership, error handling, architecture and DDD, testing and legacy code, build tooling, concurrency, and performance. Use when the user shares C++ code or asks about memory management, exception policy, system
Advises on feature engineering and selection tasks including extraction, imputation, outliers, scaling, encoding, transformation, time-series features, importance, dimensionality reduction, and multicollinearity. Use when a data scientist asks how to prepare,
Prepares, drafts, and follows up on constructive workplace feedback using the Preparation-Delivery-Follow-up model and SBI technique. Use when preparing a difficult conversation, drafting SBI feedback, planning a delivery opening, creating a follow-up plan, co
Explains which file types can be uploaded for AI work and what analysis is possible, and drafts custom instructions for a specific file type or goal. Use when someone asks what files can be uploaded, what can be done with an uploaded file, or wants help writin
Analyzes film music's emotional impact across scenes, motifs, instrumentation, harmony, tempo, silence, cultural context, and genre, and predicts audience response. Use when a composer wants to understand how a score or scene evokes emotion, trace an emotional
Sets up Firebase projects and configures the Firebase CLI for mobile or web app development, covering prerequisites, login, project creation, and alias verification. Use when the user needs to install or update the Firebase CLI, log in to Firebase, create or s
Turns provided content into spaced-repetition flashcards as Anki text, printable PDF layout, or interactive web code. Use when the user wants to study material, convert notes or documents into Q&A cards, or export flashcards for Anki, printing, or a browser.
Analyzes student grade data for distributions, trends, weighting scenarios, correlations, consistency, predictions, reports, assessment effectiveness, and individual performance. Use when a teacher provides grades and asks for analysis, comparisons, grade calc
Handles grade calculation, entry and verification, scale conversion, feedback and rubrics, trend analysis, grade communication, moderation, plagiarism screening, time-saving templates, and accommodations for secondary school teachers. Use when a teacher needs
Automates grading feedback, rubrics, analytics, consistency checks, and progress tracking for teaching assistants. Use when generating student feedback, detecting plagiarism, building or customizing rubrics, analyzing grading data, checking grading consistency
Generates gtars code and CLI instructions for genomic interval analysis, including overlap detection, coverage tracks, tokenization, fragment splitting and scoring, and reference sequence retrieval. Use when the user asks for gtars workflows, BED/FASTA process
Helps teaching assistants clarify assignments, guide problem solving, review and proofread student work, recommend resources, plan schedules, and prepare exam and submission materials. Use when a teaching assistant brings a student's assignment, draft, problem
Turns infection control research, data, and guidelines into evidence summaries, policies, training materials, risk assessments, compliance reports, and outbreak response plans. Use when working on infection prevention topics, analyzing infection or resistance
Designs instructional content, assessments, storyboards, and learning experiences from research through evaluation. Use when planning a new instructional project, drafting scripts or storyboards, writing quizzes, building interactive or microlearning content,
Builds and manages the full insurance operations training cycle, from needs assessment through curriculum, delivery, compliance, onboarding, leadership, cross-training, technology, and soft-skills training. Use when an insurance operations manager needs traini
Runs realistic interview practice for a specific role, calibrating questions to the company and seniority, then debriefing with scored feedback and rewritten answers. Use when preparing for a job interview, practicing answers, or requesting a mock interview ro
