onboard-confidence-dry-run

Analyze a user's project and propose a meaningful feature flag change using Confidence. Use when the user says /analyze-project, asks what to flag, wants flag suggestions, or asks "what should I feature-flag in my project?"

Explore and preview metrics for any event or fact table. Generates a pre-filled Metric Explorer URL with fact table, entity, exposure table, metric kind, and aggregation — so the user can click through to the UI, hit Calculate, and create the metric. Use when the user asks to explore a metric, preview a metric, create a metric from an event, or says /explore-metric.

Analyze a project's codebase, identify what events to track alongside the metrics they'd power, create event definitions in Confidence with entity references (so fact tables are auto-created), add SDK track() calls, and verify the pipeline. Use when the user asks to instrument events, add tracking, set up event tracking, analyze what to track, or wants to measure experiment impact. For metric preview and creation, see the explore-metric skill.

Migrate feature flags from Eppo to Confidence SDK. Use when the user says /migrate-eppo, asks to migrate Eppo flags, or transform SDK code to Confidence.

Migrate Optimizely to Confidence — users/groups/roles/policies, Flag clients from env SDK keys, flag definitions, and OpenFeature code. Bare /migrate-optimizely (no args) starts plan access. Use when the user says /migrate-optimizely, /migrate-optimizely-plan-access, /migrate-optimizely-adjust-access, /migrate-optimizely-execute-access, /migrate-optimizely-plan-flags, /migrate-optimizely-adjust-flags, /migrate-optimizely-execute-flags, /migrate-optimizely-plan-code, /migrate-optimizely-adjust-code, /migrate-optimizely-execute-code, asks to migrate or adjust Optimizely users, teams, groups, roles, policies, clients, flags/rollouts/experiments, or transform Optimizely SDK code to Confidence.

Migrate feature flags from PostHog to Confidence SDK. Use when the user says /migrate-posthog, asks to migrate PostHog flags, or transform SDK code to Confidence.

Migrate feature flags from Statsig to Confidence SDK. Use when the user says /migrate-statsig, asks to migrate Statsig gates/configs/experiments, or transform SDK code to Confidence.

Create Confidence accounts and onboard users. Use when the user asks to create an account, invite users, onboard to Confidence, or check account status.

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.

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.

Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, or uses any 'grill' trigger phrases.

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Use when implementing any feature or bugfix, before writing implementation code

Automate browser interactions, test web pages and work with Playwright tests.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.