confidence

How to start

1. Paste the command into Claude Code and press Enter.
2. Restart Claude Code so the plugin loads.
3. Try it: type analyze-project or explore-metric.

What it adds

17 commands · 14 skills · 2 MCP servers

Commands Type it in Claude Code

• analyze-projectAnalyze a project and propose feature flag changes using Confidence
• explore-metricExplore and preview metrics for any event or fact table
• instrument-eventsAnalyze a project and instrument event tracking with Confidence
• migrate-eppoMigrate feature flags from Eppo to Confidence
• migrate-optimizely-adjust-access>-
• migrate-optimizely-adjust-code>-
• migrate-optimizely-adjust-flags>-
• migrate-optimizely-execute-access>-
• migrate-optimizely-execute-code>-
• migrate-optimizely-execute-flags>-
• migrate-optimizely-plan-access>-
• migrate-optimizely-plan-code>-
• …and 5 more in the source.

Skills Claude loads these when the task fits

• analyze-projectAnalyze 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…
• explore-metricExplore 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 a…
• instrument-eventsAnalyze a project's codebase, identify what events to track alongside the metrics they'd power, create event definitions in Confidence with entity references (…
• migrate-eppoMigrate 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-optimizelyMigrate Optimizely to Confidence — users/groups/roles/policies, Flag clients from env SDK keys, flag definitions, and OpenFeature code. Bare /migrate-optimizel…
• migrate-posthogMigrate feature flags from PostHog to Confidence SDK. Use when the user says /migrate-posthog, asks to migrate PostHog flags, or transform SDK code to Confiden…
• migrate-statsigMigrate feature flags from Statsig to Confidence SDK. Use when the user says /migrate-statsig, asks to migrate Statsig gates/configs/experiments, or transform…
• onboard-confidence-dry-runDry-run the Confidence onboarding flow to test UX without real API calls. Use when the user says "dry run", "test onboarding", "demo onboarding", or wants to p…
• onboard-confidenceCreate Confidence accounts and onboard users. Use when the user asks to create an account, invite users, onboard to Confidence, or check account status.
• setup-warehouse-bigquerySet up BigQuery as a data warehouse for Confidence. Use when the user chose BigQuery for warehouse setup.
• setup-warehouse-databricksSet up Databricks as a data warehouse for Confidence. Use when the user chose Databricks for warehouse setup.
• setup-warehouse-redshiftSet up Redshift as a data warehouse for Confidence. Use when the user chose Redshift for warehouse setup.
• …and 2 more in the source.

MCP servers Connections it sets up for you

• confidence-flagsRemote server at mcp.confidence.dev
• confidence-docsRemote server at mcp.confidence.dev

Read from the plugin's own files in spotify/confidence-ai-plugins, 26 Oct 2026.

What it needs

No keys or settings: its files ask for none. A remote server may still ask you to sign in the first time.