Simple Preference Optimization for LLM alignment.
Configures Simulink simulations non-destructively using SimulationInput objects — parameter overrides without modifying the model, batch…
Full single-cell RNA-seq pipeline from raw counts to biological interpretation.
Pattern for functions that accept either a single item or an array.
Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance.
Implement an approved implementation specification end-to-end: validate the spec, inspect the repo, plan, branch, code, verify…
Generate a structured Product Requirements Document from a feature idea or brief
Own product requirement through approved UI design via Google Stitch, produce a Design Contract, then hand off to draft-technical-tickets.
Analyze a page or piece of content for on-page SEO quality and provide prioritized recommendations
Create and manage engineering tasks on the project host (GitHub or GitLab Issues) and optional ClickUp product/tracking tickets.
Generate comprehensive, meaningful tests for a given piece of code
Pre-implementation analysis of the code tied to an issue, for two kinds.
Disciplined diagnosis loop for hard bugs and performance regressions.
Deconstruct any live website into reusable recipe — extract HTML, CSS, JS, design tokens, animations.
Review changed code for reuse, quality, and efficiency, then fix any issues found.
Transforms articles into animated hand-drawn whiteboard diagram B-roll videos using AI video models like Seedance 2.0.
Audit, design, categorize, distribute, and measure agent skills using lessons from Anthropic's Lessons from building Claude Code: How we…
Create or update shared project skills with ClickUp task tracking, README registration, validation, scoped staging, and commit-message…
Orchestrate multi-skill workflows with prompt-based skill chaining.
CI/CD accessibility pipeline patterns with axe-core CLI, SARIF output, PR annotations, baseline management, and multi-platform CI templates.