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Mobile logging

Skill ahtishamshahzad/agent_dev_flow/.ai/skills/mobile/mobile-logging

Use to plan logging — structured, level-based logging, dev vs production behavior, and strict exclusion of secrets/PII. Logs aid debugging without leaking sensitive data or bloating production.From its SKILL.md

Install
npx -y skills add ahtishamshahzad/agent_dev_flow --skill mobile-logging

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SKILL.md

2.9 KB, 596 tokens by cl100k_base, as published. Nobody here has run it

Mobile Logging

Purpose

Plan logging: structured, level-based logs with different dev/production behavior, and strict exclusion of secrets/PII — useful for debugging without leaking or bloating.

When to Use

  • When the app needs diagnostic logging or before production hardening.
  • Not for user-facing error UX (that's mobile-error-handling).

Inputs

  • Diagnostic needs and log destinations.
  • Sensitivity of the data involved.

Discovery Questions

  • What needs logging (events, errors, performance)?
  • What levels, and how do dev vs production differ?
  • Where do logs go (console, remote, crash reporter)?
  • What must never be logged (tokens, PII)?

Responsibilities

  • Define log levels and a structured format.
  • Differentiate dev vs production (verbose dev; minimal, safe prod).
  • Exclude secrets/PII from all logs (../../security-review).
  • Route logs appropriately (console/remote) without noise.

Required Workflow

  1. Define what/when to log + levels.
  2. Set dev vs production behavior.
  3. Add redaction so no secrets/PII are logged.
  4. Route logs to destinations.
  5. Record the logging plan.

Decision Rules

  • Never log tokens, passwords, or PII — redact.
  • Production logging is minimal and safe; verbose logging is dev-only.
  • Structured, level-based logs over scattered console noise.
  • Strip debug logs from production paths.

Rules

  • No secrets/PII in logs, ever.
  • Different dev vs production verbosity.
  • Coordinate with error handling + reporting.

Anti-Patterns

  • Logging tokens/PII.
  • Verbose console noise in production.
  • Unstructured, unleveled logs.
  • Debug logs shipped to production.

Validation Checklist

  • Levels + structured format defined.
  • Dev vs production behavior set.
  • Secrets/PII excluded (redaction).
  • Destinations routed.
  • No debug logs in production.

Definition of Done

A recorded logging plan: structured level-based logging, distinct dev/production behavior, PII/secret exclusion, and clean routing — helpful for debugging without leaking or bloating.

Related Skills

mobile-error-handling, ../../security-review, mobile-environment-config

Related Knowledge

../../../knowledge/ (diagnostic needs).

Related References

../../../references/mobile/native/ when populated.

Context Loading Guidance

  • Requires: diagnostic needs, log destinations, data sensitivity.
  • Does not require: unrelated screens, the full mobile skill set, unrelated references.
  • May load: mobile-error-handling, ../../security-review.
  • Stop when: the logging plan is recorded.

Token Efficiency Guidance

Keep it to levels, dev/prod behavior, and redaction rules.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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