Fix your product tracking — AI does the heavy lifting
Product Tracking Skills is an open-source AI suite that audits your tracking, designs a plan, generates real instrumentation code, and maintains coverage as your product ships.
El problema
Engineering owns tracking, but nobody owns the plan. Your analytics tools work fine — the tracking code feeding them doesn't. Events are inconsistent, incomplete, or decayed. New features ship without instrumentation because there's never time.
- — “Nobody knows what's actually tracked — naming is inconsistent and events are scattered everywhere”
- — “New features ship without tracking because instrumentation is always last priority”
- — “We pay for Segment and Amplitude, but the data going in is unreliable”
Cómo ayuda Accoil
Auditoría — descubra qué se está rastreando realmente
PTS scans your codebase and maps every event, property, and gap. You see current state clearly — inconsistencies, dead events, missing coverage — before changing anything.
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Diseño — un plan de tracking con opinión
Based on the audit, PTS generates a structured plan with consistent naming, typed properties, and a clear delta from current state. Best practices built in.
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Generación — código de instrumentación real
PTS produces typed, SDK-specific wrapper functions for your stack. Not pseudocode. 25+ platforms supported across web, mobile, and backend.
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Mantenimiento — watchdog de tracking
The watchdog monitors coverage as features ship, flagging gaps before they reach production. Tracking stops decaying silently.
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Antes
- 14 events scattered across 8 files, three different naming conventions
- 5 eventos muertos referenciando componentes rediseñados
- New collaboration feature shipped with zero tracking
- Product asks "who uses shared workspaces?" — answer is "we don't know"
Después
- Full audit in one session — all events mapped, gaps identified
- 22-event plan with consistent naming and typed properties
- Generated wrapper functions for the team's stack, shipped as a single PR
- Watchdog catches a coverage gap two sprints later during code review
Capacidades clave para ingeniería
Auditoría de código
AI scans your code and shows exactly what's tracked today
Diseño de plan de tracking
Opinionated plan with proper events, properties, and B2B entity hierarchy
Generación de código
Typed, SDK-specific instrumentation code for 25+ platforms
Watchdog de tracking
Monitors coverage as features ship — flags gaps automatically
Código abierto, licencia MIT
Works in Claude Code, Codex, VS Code, Cursor — not locked to Accoil
Comience a corregir su tracking
- Audit, design, generate, and maintain — in one session
- 25+ platforms, any analytics stack, any AI agent tool
- Open source and MIT-licensed — no cost, no lock-in
Accoil Advisors
Want help designing your tracking plan or configuring engagement scoring?
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