confidence

Plugin confidence from marketplace confidence in spotify/confidence-ai-plugins. Commands read from the repo's manifest — 1 month ago.

Skills (15)

• 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?

• explore-metric

  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, previ

• instrument-events

  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,

• 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 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-acces

• 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-session-recording

  Set up Confidence Session Recording in a browser-based project. Use when the user asks to add session recording, session replay, set up session recordings, or integrate Confidence recordings into their app.

• 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.

Slash commands (18)

• /confidence:analyze-project

  Analyze a project and propose feature flag changes using Confidence

• /confidence:explore-metric

  Explore and preview metrics for any event or fact table

• /confidence:instrument-events

  Analyze a project and instrument event tracking with Confidence

• /confidence:migrate-eppo

  Migrate feature flags from Eppo to Confidence

• /confidence:migrate-optimizely-adjust-access

  /migrate-optimizely adjust access — Phase 0: fine-edit the access plan (users, groups, roles, policies, clients). Plan file only — no invites, no IAM writes, no POST /v1/clients.

• /confidence:migrate-optimizely-adjust-code

  /migrate-optimizely adjust code — Phase 2: fine-edit the code plan (style, resolve mode, transforms, files/flags). Plan file only — no source edits, no PRs.

• /confidence:migrate-optimizely-adjust-flags

  /migrate-optimizely adjust flags — Phase 1: fine-edit the flag plan (scope, Migrate/Skip, client, bucketing, schema, rules). Plan file only — no createFlag.

• /confidence:migrate-optimizely-execute-access

  /migrate-optimizely execute access — invite users, create groups, and as soon as each person accepts: put them in the right group, policy, Flag client, and share that group’s flags (Viewer/Editor by role)

• /confidence:migrate-optimizely-execute-code

  /migrate-optimizely execute code — transform Optimizely SDK code from the Phase 2 code plan. Finds the plan file; no path argument needed.

• /confidence:migrate-optimizely-execute-flags

  /migrate-optimizely execute flags — create Confidence flags from the Phase 1 flag plan. Ends with a full resolve gate (every migrated flag). Finds the plan file; no path argument needed.

• /confidence:migrate-optimizely-plan-access

  /migrate-optimizely plan access — Phase 0: map Optimizely users, teams, roles, and Flag-client candidates. Writes a plan file only (no invites, no IAM writes, no POST /v1/clients).

• /confidence:migrate-optimizely-plan-code

  /migrate-optimizely plan code — Phase 2: scan Optimizely SDK usage and write a code migration plan. No file edits. Same split as plan access / plan flags.

• /confidence:migrate-optimizely-plan-flags

  /migrate-optimizely plan flags — Phase 1: scan Optimizely flags and write a flag migration plan. No createFlag. Same split as plan access.

• /confidence:migrate-optimizely

  Migrate Optimizely to Confidence. No args (or empty) = start from the beginning with plan access. Also: plan/adjust/execute access (Flag clients are Step 4 of plan access), plan/adjust/execute flags, plan/adjust/execute code. Prefer the dedicated / menu items for a specific phase.

• /confidence:migrate-posthog

  Migrate feature flags from PostHog to Confidence

• /confidence:migrate-statsig

  Migrate feature flags from Statsig to Confidence

• /confidence:onboard-confidence

  Create Confidence accounts and onboard users

• /confidence:setup-session-recording

  Set up Confidence Session Recording in a browser-based project

MCP servers (2)

• confidence-flags

  connects to: https://mcp.confidence.dev/mcp/flags

• confidence-docs

  connects to: https://mcp.confidence.dev/mcp/docs

Similar plugins