Discover Research skills, compare source repositories and read the instructions for each workflow.
Analyze JSONL data files from humanizer benchmark to identify errors, length issues, and text quality. Use when checking data quality, finding failed entries, or validating pipeline outputs. Supports pre-filter...
Use this agent to coordinate database schema changes between SQLModel, Alembic migrations, and frontend types. User: "Add a new column to the users table" Agent: Use database-schema-coordinator for coordinate...
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt temp...
C4 model architecture diagrams
Work with the spaced repetition learning algorithm and review system
Reproduces the full prefill sensitivity analysis pipeline for reward hacking indicators. Use when evaluating how susceptible model checkpoints are to exploit-eliciting prefills, computing token-based trajectori...
Integrate PioSolver data with the poker training system
Optimización evolutiva y paramétrica basada en Fibonacci y el Número Áureo (phi).
Genetic Algorithms for AI optimization - EvoPrompt, hyperparameter tuning, evolutionary strategies.
Serve models with A/B testing, monitoring, retraining.
AI Engineer building LLM features with focus on reliability, evals, cost control, latency, and user trust.
Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data pipelines, feature engineering, c...
UI/UX Designer role responsible for interface and experience design. Activate when creating wireframes, mockups, or component libraries.
Mobile Developer role responsible for its domain tasks. Activate when needed.
Product Owner role responsible for its domain tasks. Activate when needed.
stakeholder role role responsible for its domain tasks. Activate when needed.
System Analyst role responsible for architecture and API design. Activate when designing system structure or backend interfaces.
Design intuitive, meaningful interactions grounded in user goals and cognitive principles. Use when designing component behaviors, user flows, feedback systems, error handling, loading states, transitions, acce...
Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validatio...
Diseña y documenta una nueva feature. Analiza la idea, hace preguntas, identifica edge cases y puntos de seguridad. Usa /feature para iniciar el proceso de diseno.
Onboarding new team members effectively
Use this skill to generate Acceptance Tests BEFORE implementation. Supports **BDD** (for deterministic apps) and **EvDD** (for AI/LLM apps). Produces Gherkin specs or Golden Datasets. Shift-Left testing practic...
Comprehensive methodology for building psychologically deep Ideal Customer Profiles. Includes frameworks for pain point excavation, desire mapping, awareness level assessment, and transformation narratives. US...
Developer persona definition
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.