Skills for your AI
Plans rigorous experiments end to end, covering variables, sample size, randomization, treatments, data collection, analysis, ethics, pilots, timelines and advanced designs. Use when a research scientist needs an experiment plan, statistical design guidance, o
Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.
Plans laboratory experiments end to end — literature review, design, protocols, equipment, timelines, budgets, risk, compliance, data analysis, team coordination and documentation. Use when a lab manager needs help planning an experiment, writing a protocol, e
Turns A/B or product experiment data into a structured, decision-oriented readout with a ship, iterate, extend, or stop recommendation. Use when the user shares experiment results, asks for an A/B test readout, needs a hypothesis rewritten as a testable statem
Designs and plans experiments from hypothesis through statistical analysis, covering design types, sample size, randomization, ethics, and pilot studies. Use when a research associate needs help grounding a study in literature, defining variables and controls,
Assembles 2-3 complementary expert perspectives to analyze a topic, cross-pollinate insights, and deliver synthesized recommendations. Use when the user asks for analysis, help, generation, or creation of any deliverable, or needs templates, examples, or actio
Plans and builds production-ready FastAPI endpoints with async SQLAlchemy, Pydantic v2, dependency-injected auth, and pytest tests. Use when adding or extending an endpoint in an existing FastAPI project, or when asked to plan, implement, or test a FastAPI res
/cs:fda-qsr-audit-prep <scope> — FDA 21 CFR 820 (QSR / QMSR) audit 6-question forcing interrogation. Post-Feb 2026 substantially harmonized with ISO 13485. Use before annual internal QSR audit, pre-FDA-inspection readiness, or Form 483 response.
Use when adding, retiring, or auditing feature flags. Triggers on "add a flag", "ship behind a flag", "rollout plan", "kill switch", "stale flags", "flag debt", "LaunchDarkly", "GrowthBook", "Statsig", "Unleash", "Flipt", or any progressive-delivery question.
Turns user feedback, market data, and business goals into scored, defensible feature priorities with ROI, feasibility, risk, and roadmap outputs. Use when a product manager needs to rank features, analyze feedback, research competitors, assess impact or cost,
Designs feedback surveys, evaluation systems, trend reports, 360-degree tools, appraisals, goal tracking, coaching and recognition programs, skill assessments, dashboards, and feedback workshops from employee feedback and performance data. Use when a training
Collects, analyzes, and reports customer feedback by creating surveys and scripts, categorizing and tracking feedback, drafting responses, and preparing department reports. Use when a receptionist needs surveys, feedback scripts, categorization, trend analysis
Analyzes customer feedback into sentiment, themes, trends, anomalies, root causes, and draft responses. Use when the user shares feedback from chats, reviews, surveys, or logs and wants insights, categorization, trend tracking, translation, segmentation, compe
Collects, analyzes, and responds to customer feedback from surveys, email, social media, reviews, and chatbot logs, producing insights, draft replies, reports, and action plans. Use when the user asks to gather feedback, find themes or sentiment, draft custome
Converts user-provided files between formats via the ChangeThisFile service, lists supported conversions, and handles conversion errors. Use when the user supplies a file or URL and a target format, asks whether a conversion is possible, or a conversion attemp
Helps film composers develop mood, tone, and narrative music for scores through emotional arc analysis, musical palettes, reference research, themes, leitmotifs, soundscapes, tension, transitions, and cultural elements. Use when a composer asks for scoring ide
Handles music licensing, copyright, royalty, and placement questions for film composers, including research, drafting guidance, and practical steps. Use when a composer asks about licensing laws, copyright checks, agreement drafting, royalties, PROs, public do
Develops film music themes from genre research through motifs, instrumentation, variations, counterpoint and production-ready specs. Use when a composer needs genre and score research, emotional arc mapping, motif creation, instrumentation experiments, directo
Researches and analyzes film music genre trends, predicts future shifts, and drafts score concepts across orchestral, hybrid, world fusion, synthwave, experimental, trailer, folk, and jazz styles. Use when a composer asks about film music trends, instrument us
Monitors flight prices for a specified route and alerts when the price drops below a target or more than 20 percent below the 30-day median. Use when the user wants daily fare tracking, price-drop alerts, or context on whether a fare is worth booking.
Fetches AI-powered match predictions for Premier League and Champions League matches, including scores, next goal scorer and corner counts. Use when the user asks for matchweek predictions, a specific matchweek, predictions filtered by home or away team, or as
When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conv
Personal leadership development for founders and first-time CEOs. Covers founder archetype identification, delegation frameworks, energy management, CEO calendar audits, leadership style evolution, blind spot identification, imposter syndrome, founder mental h
/cs:founder-mode <question> — Auto-routes any founder question to the right C-role advisor or to /cs:boardroom for multi-role topics. The single-command entry point. Use when a founder asks any strategic question without knowing which advisor or command fits —
