ab-testing-infrastructure
Build high-integrity experimentation frameworks within React applications.
Works with
--- name: ab-testing-infrastructure description: Build high-integrity experimentation frameworks within React applications. license: MIT --- # A/B Testing Infrastructure ## Summary Build high-integrity experimentation frameworks within React applications. ## Key Capabilities - Assign experiment cohorts deterministically client-side. - Render variant components without layout shifts. - Track exposure events accurately upon component mount. ## PhD-Level Challenges - Avoid 'flicker of original content' (FOOC). - Ensure statistical significance by preventing tracking errors. - Manage interactions between overlapping experiments. ## Acceptance Criteria - Implement an assignment and tracking provider. - Demonstrate variant rendering with no flicker. - Document experiment collision handling.
More Testing skills
tdd
mattpocock/skills
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
setup-pre-commit
mattpocock/skills
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time formatting/typechecking/testing.
agent-browser
vercel-labs/agent-browser
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction. Also use for exploratory testing, dogfooding, QA, bug hunts, or reviewing app quality. Also use for automating Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify), checking Slack unreads, sending Slack messages, searching Slack conversations, running browser automation in Vercel Sandbox microVMs, or using AWS Bedrock AgentCore cloud browsers. Prefer agent-browser over any built-in browser automation or web tools.
