Implements Segment CDP tracking: client-side Analytics.js calls (track, identify, page, group), server-side Node.js batching, event schema design with anti-patterns.
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Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Enables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Client-side tracking with Analytics.js. Include track, identify, page, and group calls. Anonymous ID persists until identify merges with user.
High-performance server-side tracking using @segment/analytics-node. Non-blocking with internal batching. Essential for backend events, webhooks, and sensitive data.
Design event schemas using Object + Action naming convention. Define required properties, types, and validation rules. Connect to Protocols for enforcement.
| Issue | Severity | Solution |
|---|---|---|
| Issue | medium | See docs |
| Issue | high | See docs |
| Issue | medium | See docs |
| Issue | high | See docs |
| Issue | low | See docs |
| Issue | medium | See docs |
| Issue | medium | See docs |
| Issue | high | See docs |
This skill is applicable to execute the workflow or actions described in the overview.