product-tracking-skills

In the author's own words, from each skill's SKILL.md.

• product-tracking-audit-current-tracking

  Reverse-engineer the current state of analytics tracking from a codebase. Scans for SDK calls, identity management, and instrumentation patterns to produce a factual inventory — not recommendations. Outputs .telemetry/current-state.yaml and a timestamped audit report. Use when the user wants to know what's currently tracked, audit existing analytics, capture tracking reality before designing a ne…

  skills/product-tracking-audit-current-tracking/SKILL.md on GitHub (opens in a new tab)

• product-tracking-business-case

  Write a business case for adding product telemetry and analytics to a product. Produces a concise, stakeholder-ready document explaining what telemetry enables, what you're currently blind to, what's involved in implementation, and the business value. Sits outside the main telemetry lifecycle — use before committing to the technical work. Use when the user asks to 'write a business case,' 'justif…

  skills/product-tracking-business-case/SKILL.md on GitHub (opens in a new tab)

• product-tracking-design-tracking-plan

  Design an opinionated target tracking plan and produce an explicit delta from current state to target. Combines the product model, current-state audit, and telemetry best practices to decide what events, properties, entities, and group hierarchies should exist. Outputs .telemetry/tracking-plan.yaml and .telemetry/delta.md. Use when the user wants to create or redesign a tracking plan, decide what…

  skills/product-tracking-design-tracking-plan/SKILL.md on GitHub (opens in a new tab)

• product-tracking-generate-implementation-guide

  Translate a tracking plan into an SDK-specific instrumentation guide. Shows how to make identify, group, and track calls using the target analytics SDK with real template code, architecture guidance, and constraint documentation. Outputs .telemetry/instrument.md. Covers 24 analytics destinations across product analytics, CDPs, web analytics, error monitoring, feature flags, and session tools. Use…

  skills/product-tracking-generate-implementation-guide/SKILL.md on GitHub (opens in a new tab)

• product-tracking-implement-tracking

  Generate real instrumentation code from the tracking plan and instrumentation guide. Produces typed SDK wrapper functions, identity management, and integration guidance. Outputs files in a tracking/ directory. Use when the user wants to generate or regenerate tracking code, implement the delta plan, turn the instrumentation guide into working code, 'implement tracking,' 'generate code,' 'create t…

  skills/product-tracking-implement-tracking/SKILL.md on GitHub (opens in a new tab)

• product-tracking-instrument-new-feature

  Update the tracking plan when a feature ships, changes, or is removed. Assesses whether new events are needed, extends existing events with properties where possible, and produces a versioned mini-delta with changelog entry. Updates .telemetry/tracking-plan.yaml, delta.md, and changelog.md. Use when the user ships a new feature, modifies existing functionality, wants to keep tracking coherent as…

  skills/product-tracking-instrument-new-feature/SKILL.md on GitHub (opens in a new tab)

• product-tracking-model-product

  Build a structured product model by scanning the codebase and talking to the user. Produces .telemetry/product.md — a description of what the product does, who uses it, how value flows, and what entities exist. Use when starting telemetry work on a new codebase, when the user asks to 'model this product,' 'understand this product,' 'what does this product do,' 'map the product,' 'product model,'…

  skills/product-tracking-model-product/SKILL.md on GitHub (opens in a new tab)

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