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confidence

Plugin

Access Confidence feature flags, experiments, and migration tools directly from Claude Code.

7Developer Tools

Install

claude plugin install confidence@claude-plugins-official

What is confidence?

Access Confidence feature flags, experiments, and migration tools directly from Claude Code.

What's inside

18 bundled components — installing the plugin installs all of them.

Skills (12)

analyze-project

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?

migrate-eppo

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

Migrate feature flags from Optimizely to Confidence SDK. Use when the user says /migrate-optimizely, asks to migrate Optimizely flags/rollouts/experiments, or transform Optimizely SDK code to Confidence.

migrate-posthog

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-statsig

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.

onboard-confidence-dry-run

Dry-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 preview the onboarding experience.

onboard-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.

setup-warehouse-bigquery

Set up BigQuery as a data warehouse for Confidence. Use when the user chose BigQuery for warehouse setup.

setup-warehouse-databricks

Set up Databricks as a data warehouse for Confidence. Use when the user chose Databricks for warehouse setup.

setup-warehouse-redshift

Set up Redshift as a data warehouse for Confidence. Use when the user chose Redshift for warehouse setup.

setup-warehouse-snowflake

Set up Snowflake as a data warehouse for Confidence. Use when the user chose Snowflake for warehouse setup.

setup-warehouse

Set up a data warehouse for Confidence experimentation analytics. Use when the user asks to connect a warehouse, set up BigQuery/Snowflake/Databricks/Redshift, or configure data connectors.

What this can do

Capabilities declared by the plugin's own components — read straight from their frontmatter, not inferred.

Inherit all session tools

18 components declare no tool restrictions

~546 tokens of context used while enabled, before you invoke anything

Trust

79/100 · Good

2 factors scored below maximum

Unscoped tools

Documentation

README · ~4 min read

Confidence

Confidence AI Plugin

Official Confidence plugin for AI coding tools. Manage feature flags, experiments, onboarding, and migrations right from your agent.

Docs License Version

✨ Highlights

  • Manage feature flags without leaving your editor: create, list, update, target, resolve, and archive flags from Claude Code, Cursor, Codex, or Gemini CLI
  • One-command migrations from PostHog, Eppo, Statsig, or Optimizely, covering flags and SDK code
  • Guided onboarding: spin up a Confidence account, invite teammates, create SDK clients, and connect a warehouse without reading a setup doc
  • Docs on tap: search Confidence documentation and SDK integration guides inline while you code
  • Works with every major AI coding assistant through the same MCP servers

ℹ️ Overview

Confidence is Spotify's feature flagging and experimentation platform, built on the OpenFeature standard. This plugin exposes Confidence's flag management, documentation, and migration tooling as MCP servers and slash commands, so you can create a flag, plan a migration off another platform, or onboard a new workspace directly from your AI coding assistant's chat.

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