Claude Code skills for your product analytics

Scans your repo, detects the stack, installs @growth-loop/sdk, wraps 15-30 high-signal call sites with span/step/button decorators, and opens a single PR.

• Detects: Next.js / Vite / React / Express / FastAPI / Django / Flask
• Wires: identity, activation funnel, revenue events, key clicks, async flows
• Guardrails: never logs PII as properties, separate commit, ≤30 events first PR
• Output: PR description listing every event added with file:line references

# from your project root
mkdir -p .claude/skills
curl -L https://growth-loop.dev/skills/growth-init.md \
  -o .claude/skills/growth-init/SKILL.md

Passes the metric, the change-point, and the last N commits to the growth engineer. Returns ranked hypotheses you can save to backlog.

• Pulls anomaly window from /v1/anomalies
• Cross-references commits in the same window
• Returns 3-5 hypotheses with effort + confidence

Reads top events from your project, groups them into a likely funnel by name pattern, and creates the funnel definition.

• Reads top_events_14d snapshot
• Groups by name prefix (signup, checkout, onboarding)
• Saves to /v1/funnels with auto-detected steps

Generates the weekly growth-engineer digest as a Slack/Discord message with deep links back to the dashboard.

• Same data as email digest
• Compact format optimized for chat
• Webhook URL configurable per project