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Analytics Instrumentation Plan

skill-jeremylongworth-source-agentskills-analytics-instrumentation-plan · by jeremylongworth-source

Plan analytics instrumentation for product, web, backend, funnel, and business events. Use when Codex is asked to define events, properties, user/account identity, tracking specs, validation, QA, or data quality for analytics.

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Install

$ agentstack add skill-jeremylongworth-source-agentskills-analytics-instrumentation-plan

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Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Analytics Instrumentation Plan

Core Workflow

  1. Identify decisions and analyses the instrumentation must support.
  2. Define events, properties, identity keys, account/user relationships, source

systems, and naming conventions.

  1. Map events to product states, backend actions, UI flows, and funnel steps.
  2. Add privacy, consent, PII, retention, and access considerations.
  3. Specify validation, QA, backfill, and monitoring checks.
  4. Document ownership and change-control process.

Safety Rules

  • Do not collect PII, sensitive data, or regulated data without explicit policy

and reviewer approval.

  • Do not invent platform-specific event behavior without checking current docs

when implementation depends on it.

  • Do not treat unvalidated instrumentation as reliable for decisions.

Deliverable Shape

For instrumentation plans, provide:

  • Decision and analysis goals
  • Event taxonomy
  • Property schema
  • Identity and account model
  • Privacy and consent notes
  • Validation and QA plan
  • Data quality monitoring
  • Ownership and change control

References

  • Read references/analytics-instrumentation-plan-checklist.md when planning

analytics tracking.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.