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Written by AutoGineer from the skill’s own files, not by the author
This skill guides the integration of PostHog log capture into various application stacks. It automates the setup of OTLP exporters and provides instructions for adding structured logging alongside existing application logs. The skill ensures that log events are captured with meaningful properties, facilitating better observability and debugging within the PostHog platform.
What it does
- Detects the application platform and existing logging infrastructure.
- Configures the OpenTelemetry (OTLP) exporter for PostHog ingestion.
- Integrates PostHog log capture without replacing existing logging handlers.
- Ensures logs are captured with structured key-value properties.
- Manages environment variable configuration for API tokens and host URLs.
- Provides platform-specific guidance for SDK-native log capture.
When to use it
- After implementing new features that require observability.
- During code reviews when you identify a need for better log coverage.
- When setting up initial log export for a new project.
- When migrating from standard logging to structured, centralized log management.
Advantages
- Maintains existing logging architecture without disruptive changes.
- Supports a wide range of languages and frameworks via OpenTelemetry.
- Enables structured logging for improved search and filtering in PostHog.
- Automates the configuration of environment variables and ingestion endpoints.
Usage examples
- “Add PostHog log capture to my Node.js application.”
- The agent will analyze your package.json, install necessary OpenTelemetry dependencies, configure the OTLP exporter, and guide you through adding PostHog logging calls to your code.
- “I need to start tracking logs in my Android app using PostHog.”
- The agent will verify your Android SDK setup, configure the PostHogAndroidConfig for logs, and show you how to use PostHog.logger to capture structured events.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/posthog/instrument-logs/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip instrument-logs.zip -d .agents/skills
Documentation by PostHog
Add PostHog log capture
Use this skill to add PostHog log capture for new or changed code. Use it after implementing features or reviewing PRs to ensure meaningful log events are captured with structured properties. If PostHog log export is not yet configured, this skill also covers initial OTLP exporter setup. Supports any platform or language.
Supported platforms: Next.js, Node.js, Python, Go, Java, Datadog, Android, React Native, iOS, and any language via OpenTelemetry.
Instructions
Follow these steps IN ORDER:
STEP 1: Analyze the codebase and detect the platform.
Detect the language, framework, and existing logging setup.
Look for dependency files and project files (package.json, Podfile, Package.swift, requirements.txt, go.mod, pom.xml, etc.).
Look for log libraries (winston, pino, logging module, logrus, log4j, serilog, os_log, Logger, etc.).
Look for lockfiles (pnpm-lock.yaml, package-lock.json, yarn.lock, bun.lockb, go.sum, Podfile.lock, Package.resolved, etc.) to determine the package manager.
Check for existing PostHog log export setup. If the OTLP exporter is already configured, skip to STEP 5 to add log capture for new code.
STEP 2: Research log capture. (Skip if PostHog log export is already configured.) 2.1. Find the reference file below that matches the detected platform — it is the source of truth for OTLP exporter configuration and integration with existing logging. Read it now. 2.2. If no reference matches, use the "Other Languages" reference as a fallback — it covers the generic OpenTelemetry approach.
STEP 3: Install dependencies. (Skip if PostHog log export is already configured.)
Install the OpenTelemetry SDK and OTLP exporter packages for the detected platform.
Do not manually edit dependency files — use the package manager's install command.
STEP 4: Configure the OTLP exporter. (Skip if PostHog log export is already configured.)
PostHog logs use the OpenTelemetry protocol. Set up an OTLP exporter pointed at PostHog's ingest endpoint.
For SDK-native log support such as Android, React Native, and iOS, follow the platform reference instead of adding a separate OTLP exporter.
Follow the platform-specific reference for the exact configuration.
STEP 5: Integrate with existing logging.
Add the PostHog log exporter alongside existing logging. Don't replace existing log handlers or outputs.
Do not alter the fundamental architecture of existing files. Make additions minimal and targeted.
You must read a file immediately before attempting to write it.
STEP 6: Add structured properties.
Ensure logs include structured key-value properties for filtering and search in PostHog.
Prefer structured log formats with key-value properties over plain text messages.
STEP 7: Set up environment variables.
Check if the project already has PostHog environment variables configured (e.g. in
.env,.env.local, or framework-specific env files). If valid values already exist, skip this step.If the PostHog project token is missing, use the PostHog MCP server's
projects-gettool to retrieve the project'sapi_token. If multiple projects are returned, ask the user which project to use. If the MCP server is not connected or not authenticated, ask the user for their PostHog project token instead.For the PostHog host URL: check the
projects-getMCP response for aregionfield —USmaps tohttps://us.i.posthog.com,EUmaps tohttps://eu.i.posthog.com. If the region is not available from the MCP response or from existing project configuration, ask the user: "Are you on PostHog US Cloud or EU Cloud?" Do not assume US Cloud.For the OpenTelemetry endpoint, use
https://us.i.posthog.com/v1(US) orhttps://eu.i.posthog.com/v1(EU), matching the region determined above.Write these values to the appropriate env file using the framework's naming convention.
Reference these environment variables in code instead of hardcoding them.
Reference files
references/nextjs.md- Next.js logs installationreferences/nodejs.md- Node.js logs installationreferences/python.md- Python logs installationreferences/go.md- Go logs installationreferences/java.md- Java logs installationreferences/datadog.md- Datadog logs installationreferences/android.md- Android logs installationreferences/react-native.md- React native logs installationreferences/ios.md- Ios logs installationreferences/flutter.md- Flutter logs installationreferences/other.md- Other languages logs installationreferences/start-here.md- Getting started with logsreferences/search.md- Search logsreferences/best-practices.md- Logging best practicesreferences/troubleshooting.md- Logs troubleshootingreferences/link-session-replay.md- Link session replayreferences/mcp.md- Use logs over PostHog mcpreferences/COMMANDMENTS.md- Framework-specific rules the integration must follow
Each platform reference contains specific OTLP configuration, SDK setup, and integration patterns. Find the one matching the user's stack.
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 unless the platform SDK provides native log capture.
SDK-native logs: For Android, React Native, and iOS, use the SDK logger/capture APIs from the platform reference instead of adding a separate OTLP exporter.
Structured logging: Prefer structured log formats with key-value properties over plain text messages.
Files
- ATTRIBUTION.mdAdded by AutoGineer931 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md6.1 KiB
- references/COMMANDMENTS.md1.5 KiB
- references/android.md9.2 KiB
- references/best-practices.md25.2 KiB
- references/datadog.md3.8 KiB
- references/flutter.md20.4 KiB
- references/go.md4.9 KiB
- references/ios.md11.1 KiB
- references/java.md4.7 KiB
- references/link-session-replay.md6.4 KiB
- references/mcp.md4.1 KiB
- references/nextjs.md6.9 KiB
- references/nodejs.md4.8 KiB
- references/other.md3.5 KiB
- references/python.md4.7 KiB
- references/react-native.md10.8 KiB
- references/search.md8.0 KiB
- references/start-here.md10.2 KiB
- references/troubleshooting.md6.5 KiB
references/android.md
AI agents: this is one page from PostHog's docs. Full index of Markdown docs for LLMs: https://posthog.com/llms.txt
Android Logs installation
Canonical URL: https://posthog.com/docs/logs/installation/android
Cloud region: This page uses US Cloud hosts. For an EU Cloud project, use
https://eu.i.posthog.cominstead ofhttps://us.i.posthog.com(ingestion host), and usehttps://eu.posthog.cominstead ofhttps://app.posthog.com(app host for links).
On this page
Install posthog-android
Configure logs in your PostHogAndroidConfig
Capture logs
Test your setup
Tune buffering, rate cap, and resource attributes
Filter or redact with beforeSend
Next steps
The PostHog Android SDK has built-in support for capturing structured Logs from Android apps. The SDK handles the OTLP encoding, batching, on-disk persistence across app restarts, and lifecycle integration. You just call PostHog.logger.{trace,debug,info,warn,error,fatal}(...).
Manual capture only. Logs are emitted by your code. The SDK does not autocapture system log streams (
Log.d,Logcat,Timber).
Minimum version:
com.posthog:[email protected]or later. Bump the dependency in yourbuild.gradle(orbuild.gradle.kts) and re-sync.
1
Install posthog-android
Required
If you haven't installed
posthog-androidyet, follow the Android SDK installation guide.2
Configure logs in your PostHogAndroidConfig
Required
Configure Logs through
config.logsbefore callingPostHogAndroid.setup(...). All fields are optional; defaults are tuned for mobile (cellular bandwidth, battery, app lifecycle).val config = PostHogAndroidConfig( apiKey = "<ph_project_token>", host = "https://us.i.posthog.com", ).apply { logs.serviceName = "my-app" // OTLP service.name – shown in the Logs UI logs.environment = "production" // OTLP deployment.environment logs.serviceVersion = "1.2.3" // OTLP service.version }These resource attributes are captured at
setup(...)and apply to every batch. Mutatingconfig.logs.serviceName,environment,serviceVersion, orresourceAttributesafter setup has no effect.3
Capture logs
Required
Use
PostHog.loggerfor the per-level convenience API.import com.posthog.PostHog import com.posthog.logs.PostHogLogSeverity // Per-level convenience methods PostHog.logger.info("checkout completed", mapOf("order_id" to "ord_789", "amount_cents" to 4999)) PostHog.logger.warn("payment retry", mapOf("attempt" to 2)) PostHog.logger.error("payment failed", mapOf("code" to "E001")) // Generic entry point for a runtime severity (e.g. mapping a Timber priority) PostHog.logger.log("rendered cart", severity = PostHogLogSeverity.DEBUG)Available severity levels:
TRACE,DEBUG,INFO,WARN,ERROR,FATAL.If you need W3C trace correlation, call
PostHog.captureLog(...)directly and passtraceId,spanId, andtraceFlags.PostHog.captureLog( "payment failed", severity = PostHogLogSeverity.ERROR, attributes = mapOf("code" to "PAY_3001"), traceId = "4bf92f3577b34da6a3ce929d0e0e4736", spanId = "00f067aa0ba902b7", traceFlags = 0x01, )Records are buffered, batched, persisted to disk, and flushed automatically – every 30 seconds, when the buffer hits the threshold, when the app moves to the background, or on
PostHog.flush().flush()drains events, Session Replay, and Logs together.Each record is automatically tagged with the current distinct ID, session ID, current screen, app foreground/background state, and active Feature Flags at the moment of capture.
From Java:
import com.posthog.PostHog; import com.posthog.logs.PostHogLogSeverity; import java.util.Map; PostHog.Companion.getLogger().info("checkout opened", null); PostHog.Companion.getLogger().error( "payment failed", Map.of("amount_cents", 1999, "currency", "USD") );4
Test your setup
Recommended
Capture a test log from your app:
PostHog.logger.info("hello from Android") PostHog.flush()Open the PostHog Logs UI.
Filter by
service.name = 'my-app'(or whatever value you set above).
You should see your record arrive within a few seconds.
5
Tune buffering, rate cap, and resource attributes
Optional
The
logsconfig has knobs for high-volume apps:val config = PostHogAndroidConfig(apiKey = "<ph_project_token>").apply { logs.serviceName = "my-app" logs.flushIntervalSeconds = 5 // default 30 logs.maxBufferSize = 200 // default 1000 logs.maxBatchSize = 50 // default 50 logs.flushAt = 20 // default 20 logs.rateCapMaxLogs = 5000 // default 500 logs.rateCapWindowSeconds = 60 // default 10 logs.resourceAttributes = mapOf("host.name" to "device-01") } PostHogAndroid.setup(this, config)Full configuration reference:
Field Default What it does serviceNameapp package id OTLP service.nameresource attributeserviceVersionBuildConfig.VERSION_NAMEOTLP service.versionresource attributeenvironmentnullOTLP deployment.environmentresource attributeresourceAttributes{}Extra OTLP resource attributes (SDK keys win on collision) flushIntervalSeconds30Periodic flush interval flushAt20Buffer threshold that triggers an automatic flush maxBatchSize50Max records per outbound POST (halved on 413) maxBufferSize1000Max records held on disk before FIFO eviction rateCapMaxLogs500Max records per rateCapWindowSecondswindow. Set to0to disable.rateCapWindowSeconds10Rate-cap tumbling window length serviceName,serviceVersion,environment,resourceAttributes,flushAt, andmaxBatchSizeare captured atsetup(...); mutating them later has no effect.flushIntervalSeconds,maxBufferSize, and rate-cap fields are re-read at runtime. Defaults are tuned for cellular-aware mobile apps. RaiserateCapMaxLogsandmaxBufferSizefor high-volume scenarios.6
Filter or redact with beforeSend
Optional
beforeSendruns synchronously before the rate cap, so dropped records don't consume the per-window budget. Use it for redaction, sampling, or filtering by level. Each hook receives an immutablePostHogLogRecordand returns either a (possibly modified) record ornullto drop it.config.logs.addBeforeSend { record -> // Drop debug logs in production if (record.level == PostHogLogSeverity.DEBUG) return@addBeforeSend null // Redact secrets in the body record.copy(body = record.body.replace(Regex("api_key=\\S+"), "api_key=[REDACTED]")) }Call
addBeforeSendmultiple times to compose a chain – hooks are evaluated left-to-right (registration order). Returningnullfrom any hook short-circuits and drops the record. A hook that throws is treated the same as returningnull(the record is dropped, the exception is logged via the SDK's internal debug logger). Returning a record with a blank body also drops the record.addBeforeSendandremoveBeforeSendare live – added or removed hooks take effect on the nextcaptureLogcall.From Java, register a
PostHogBeforeSendLogSAM:config.getLogs().addBeforeSend(record -> record.getBody().contains("secret") ? null : record );Next steps
Checkpoint
What you can do with your logs
Action Description Why you need logs What logs show you that nothing else does Search logs Use the search interface to find specific log entries Filter by level Filter by INFO,WARN,ERROR, etc.Link session replay Connect logs to users and session replays by passing posthogDistinctIdandsessionIdLink logs to a person Surface every log emitted on behalf of a user on their PostHog person profile Logging best practices Learn what to log, how to structure logs, and patterns that make logs useful in production
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs an MCP server, Needs Python, Needs Node.js
Security
What our scanner noticed· Low risk
- Instructions that use the network
A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.
Attribution and licence
- Created by
- PostHog
- Publisher
- PostHog (Official)
- Source
- PostHog/skills · skills/omnibus/instrument-logs · commit a5d30e7
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by PostHog or PostHog.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download instrument-logs.zip