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PostHog

Official

@posthog · San Francisco, California

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363Public Repos
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349Published Skills

The single platform to analyze, test, observe, and deploy new features

Skills Distribution
DomainData Systems...Product Analytics .. (40%)Feature Flag & Exp.. (30%)Error Tracking & O.. (20%)Data Warehouse & I.. (10%)

Agent Skills by PostHog

Showing 349 vetted skills indexed across 6 GitHub repositories.

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Skills Spec

Documents the Agent Skills SKILL.md format specification for authoring and validating skills.

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Intermediate
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Project Template

Creates a shared project hub tracking issues, ideas, PRs, and session handovers across agent sessions.

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Intermediate
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My Inbox

Triages PostHog inbox reports into a live PR table with review, CI, and next-action signals.

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Advanced
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Skills Best Practices

Audit and refactor PostHog skills-store skills against spec rules and house patterns.

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Advanced
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Repo dashboard

Summarize open pull requests, review queues, and failing checks in a GitHub repository.

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Intermediate
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Make PR

Create GitHub pull requests from the current branch using the gh CLI.

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Basic
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Web analytics triage

Diagnose sudden changes in web traffic by breaking down PostHog metrics across dimensions.

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Intermediate
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clickhouse-autoresearch-campaign

Runs autonomous ClickHouse query optimization campaigns with baseline capture, correctness checks, and lane-based hypothesis testing.

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Advanced
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investigating-metric-anomalies

Diagnoses server metric anomalies by correlating metrics, logs, and traces to root causes.

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Advanced
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713

downloading-batch-export-files

Export PostHog events, persons, sessions, or HogQL query results and download Parquet or JSONLines files.

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Intermediate
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713

finding-deleted-feature-flags

Finds soft-deleted PostHog feature flags within a time window by cross-referencing SQL results with per-flag activity logs.

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Intermediate
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713

copying-flags-across-projects

Copies a PostHog feature flag from one project to multiple target projects in the same organization.

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Intermediate
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context-layer-consolidation

Consolidate context wiki Markdown pages using a deterministic lint report queue.

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Intermediate
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context-layer-dreaming

Synthesizes recent organizational activity into a durable, sourced context wiki.

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Advanced
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context-layer-health-check

Reviews context wiki quality using wiki-miss signals from git merge logs.

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Intermediate
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713

exploring-apm-traces

Investigates distributed OpenTelemetry traces and spans in PostHog APM via MCP tools.

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Advanced
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713

exploring-mcp-sessions

Investigate individual PostHog MCP sessions by listing, reading tool calls, and summarizing agent goals.

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Intermediate
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713

exploring-mcp-tool-usage

Routes broad questions about PostHog MCP server tool usage to typed analytics query tools.

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Intermediate
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improving-mcp-tools

Runs eval-backed iterations that measure, fix, and validate MCP tool improvements.

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Advanced
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exploring-mcp-tool-original-user-motive

Reconstructs session goals from MCP tool-call telemetry and publishes a clustered taxonomy as a PostHog notebook.

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Advanced
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713

debugging-mcp-analytics

Diagnose missing or incorrect PostHog MCP analytics events, sessions, and intent clusters.

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Advanced
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713

exploring-mcp-intent-clusters

Analyze PostHog MCP intent clusters to reveal agent goals, tool routing, and error rates.

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Intermediate
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713

exploring-mcp-tool-quality

Analyze error rates, latency, and reach of PostHog MCP tool calls.

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Intermediate
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713

triaging-error-issues

Ranks PostHog error tracking issues by users affected and recency for daily triage reviews.

Official
Intermediate

Frequently Asked Questions About PostHog

FAQPage Schema
What specific tasks can I perform using PostHog's data capabilities?▼

You can execute complex data analysis using HogQL, manage A/B test experiment lifecycles, track product metrics via funnels, and ingest external data warehouse sources for unified reporting.

Which technical personas benefit most from these integrations?▼

Full-stack developers, product engineers, and data analysts benefit from the standardized instrumentation patterns for web, mobile, and backend environments, including Next.js, React, Swift, and Go.

What are the primary dependencies for implementing PostHog observability?▼

Implementation requires integrating the relevant language-specific SDK or OpenTelemetry OTLP exporter into your codebase, followed by environment-based configuration to enable event capture, error tracking, and feature flag evaluation.