logs-python

작성자: posthog

PostHog 로그 for Python

npx skills add https://github.com/posthog/skills --skill logs-python

PostHog logs for Python

This skill helps you add PostHog log ingestion to Python applications.

Reference files

  • references/python.md - Python logs installation - docs
  • references/start-here.md - Getting started with logs - docs
  • references/search.md - Search logs - docs
  • references/best-practices.md - Logging best practices - docs
  • references/troubleshooting.md - Logs troubleshooting - docs
  • references/link-session-replay.md - Link session replay - docs
  • references/debug-logs-mcp.md - Debug logs with mcp - docs

Consult the documentation for API details and framework-specific patterns.

Key principles

  • Environment variables: Always use environment variables for PostHog keys and OpenTelemetry endpoints. Never hardcode them.
  • Minimal changes: Add log export alongside existing logging. Don't replace or restructure existing logging code.
  • OpenTelemetry: PostHog logs use the OpenTelemetry protocol. Configure an OTLP exporter pointed at PostHog's ingest endpoint.
  • Structured logging: Prefer structured log formats with key-value properties over plain text messages.

Framework guidelines

  • Remember that source code is available in the venv/site-packages directory
  • posthog is the Python SDK package name
  • Install dependencies with pip install posthog or pip install -r requirements.txt and do NOT use unquoted version specifiers like >= directly in shell commands
  • In CLIs and scripts: MUST call posthog.shutdown() before exit or all events are lost
  • Always use the Posthog() class constructor (instance-based API) instead of module-level posthog.api_key config
  • Always include enable_exception_autocapture=True in the Posthog() constructor to automatically track exceptions
  • NEVER send PII in capture() event properties — no emails, full names, phone numbers, physical addresses, IP addresses, or user-generated content
  • PII belongs in identify() person properties, NOT in capture() event properties. Safe event properties are metadata like message_length, form_type, boolean flags.
  • Register posthog_client.shutdown with atexit.register() to ensure all events are flushed on exit
  • The Python SDK has NO identify() method — use posthog_client.set(distinct_id=user_id, properties={...}) to set person properties, or use identify_context(user_id) within a context

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