posthog/ai-plugin

1

instrument-product-analytics Official >- Add PostHog product analytics events to track user behavior. Use after implementing new features or reviewing PRs …

posthog/ai-plugin

415

2

instrument-feature-flags Official >- Add PostHog feature flags to gate new functionality. Use after implementing features or reviewing PRs to ensure sa…

posthog/ai-plugin

342

3

auditing-experiments-flags Official Audit PostHog experiments and feature flags for configuration issues, staleness, and best-practice violations. Read w…

posthog/ai-plugin

287

4

cleaning-up-stale-feature-flags Official Identify and clean up stale feature flags in a PostHog project.

posthog/ai-plugin

287

5

configuring-experiment-analytics Official Configures the analytics side of a PostHog experiment — exposure criteria (server-resolved default exposure event vs …

posthog/ai-plugin

262

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creating-experiments Official Guides agents through the 3-step experiment creation flow: defining the hypothesis, configuring rollout, and setting …

posthog/ai-plugin

262

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configuring-experiment-rollout Official Configures the rollout shape of a PostHog experiment — the variant split (50/50, 80/20, A/B/C ratios), the overall ro…

posthog/ai-plugin

260

8

diagnosing-sdk-health Official Diagnoses the health of a project's PostHog SDK integrations — which SDKs are out of date and how to fix them. Use wh…

posthog/ai-plugin

256

9

querying-posthog-data Official Required reading before writing any HogQL/SQL or calling execute-sql against PostHog. Use whenever the user wants to …

posthog/ai-plugin

250

10

copying-flags-across-projects Official Copy a feature flag from one PostHog project to one or more target projects in the same organization.

posthog/ai-plugin

244

11

finding-experiments Official Resolves a PostHog experiment reference from natural language to a concrete experiment ID by browsing `experiment-lis…

posthog/ai-plugin

241

12

managing-experiment-lifecycle Official Guides experiment state transitions: launching, pausing, resuming, freezing/unfreezing exposure, ending, shipping var…

posthog/ai-plugin

230

13

investigate-metric Official Diagnose why a product metric changed (dropped, spiked, or plateaued) by orchestrating breakdowns, actors, paths, lif…

posthog/ai-plugin

227

14

instrument-integration Official >- Add PostHog SDK integration to your application. Use when setting up PostHog for the first time or reviewing PRs t…

posthog/ai-plugin

181

15

instrument-error-tracking Official >- Add PostHog error tracking to capture and monitor exceptions. Use after implementing features or reviewing PRs to …

posthog/ai-plugin

172

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instrument-llm-analytics Official >- Add PostHog LLM analytics to trace AI model usage. Use after implementing LLM features or reviewing PRs to ensure …

posthog/ai-plugin

165

17

instrument-logs Official Add PostHog log capture to track application logs. Use after implementing features or reviewing PRs to ensure meaning…

posthog/ai-plugin

161

18

analyzing-experiment-session-replays Official Analyze session replay patterns across experiment variants to understand user behavior differences.

posthog/ai-plugin

152

19

signals Official How to query the document_embeddings table for raw signal data using HogQL. Use when you need to perform semantic sea…

posthog/ai-plugin

150

20

exploring-llm-traces Official Debug and inspect LLM/AI agent traces using PostHog's MCP tools. Use when the user pastes a trace or session URL (e.g…

posthog/ai-plugin

141

21

exploring-llm-clusters Official Investigate AI observability clusters — understand usage patterns in AI/LLM traffic, compare cluster behavior, comput…

posthog/ai-plugin

135

22

exploring-autocapture-events Official Guides exploration of $autocapture events captured by posthog-js to understand user interactions, find CSS selectors …

posthog/ai-plugin

134

23

exploring-llm-evaluations Official Investigate AI observability evaluations — `hog` (deterministic code-based), `llm_judge` (LLM-prompt-based), and `sen…

posthog/ai-plugin

128

24

skills-store Official Discover and use shared team skills stored in PostHog. Use when the user asks to list, browse, load, or manage "share…

posthog/ai-plugin

128

25

managing-subscriptions Official Manage PostHog subscriptions — scheduled email, Slack, or webhook deliveries of insight or dashboard snapshots, optio…

posthog/ai-plugin

126

26

diagnosing-missing-recordings Official Diagnoses why a session recording is missing or was not captured. Use when a user asks why a session has no replay, w…

posthog/ai-plugin

125

27

feature-usage-feed Official Set up an LLM-judge evaluation that extracts canonical use cases for a PostHog feature at scale and streams the resul…

posthog/ai-plugin

119

28

suggesting-data-imports Official Use when the user asks about revenue, payments, subscriptions, billing, CRM deals, support tickets, ad spend, product…

posthog/ai-plugin

117

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diagnosing-failed-warehouse-syncs Official Diagnose why a data warehouse sync is failing and recommend the right recovery action. Use when the user asks "why is…

posthog/ai-plugin

116

30

exploring-llm-costs Official Investigate LLM spend in PostHog — total cost over time, cost by model, provider, user, trace, or custom dimension, t…

posthog/ai-plugin

116

31

setting-up-a-data-warehouse-source Official Guide the user through connecting a new data warehouse source — Postgres, MySQL, Stripe, Hubspot, MongoDB, Salesforce…

posthog/ai-plugin

116

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tuning-incremental-sync-config Official Change the sync configuration of an existing data warehouse schema — switch sync_type, pick a different incremental_f…

posthog/ai-plugin

116

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investigating-replay Official Investigates a session recording by gathering metadata, person profile, same-session events, and linked error trackin…

posthog/ai-plugin

112

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debugging-local-replay Debugs why session recordings aren't appearing in the local dev environment. Use when a developer reports that local …

posthog/ai-plugin

108

35

finding-replay-for-issue Official Finds the most informative session recording linked to an error tracking issue. Use when a user has an error tracking…

posthog/ai-plugin

108

36

inbox-exploration Official Explore PostHog's Inbox and act on what it surfaces — the place where signal reports cluster into actionable issues a…

posthog/ai-plugin

108

37

triaging-visual-review-runs Official Inspects PostHog Visual Review (VR) runs that gate PR merges with screenshot regression checks. Use when the user men…

posthog/ai-plugin

108

38

exploring-apm-traces Official Investigates distributed application performance using PostHog APM (OpenTelemetry span) data via MCP. Use when the us…

posthog/ai-plugin

103

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exploring-live-traffic Official Inspects PostHog Web analytics Live tab data — current users online, last-30-minutes pageviews, top pages, referrers,…

posthog/ai-plugin

101

40

authoring-log-alerts Official Author useful, low-noise log alerts on services in a PostHog project. Use when the user asks to set up alerts for the…

posthog/ai-plugin

99

41

working-with-skills Official Best practices for agents managing PostHog skills via the MCP `skill-*` tools — how to discover, read, create, update…

posthog/ai-plugin

97

42

formatting-insight-axes Official Pick the right y-axis unit when creating or updating an insight via `posthog:insight-create` or `posthog:insight-upda…

posthog/ai-plugin

89

43

managing-path-cleaning-rules Official Inspects URL paths and proposes, tests, orders, and applies project-level path cleaning rules so dynamic segments (nu…

posthog/ai-plugin

89

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diagnosing-stacktrace-symbolication Official Help users debug PostHog Error Tracking stack-trace symbolication for any supported platform — JavaScript/TypeScript …

posthog/ai-plugin

88

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diagnosing-experiment-results Diagnoses bias, anomalies, and strange results on a PostHog experiment. Covers 0-exposure experiments, sample ratio m…

posthog/ai-plugin

83

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finding-deleted-feature-flags Official Find feature flags that were soft-deleted in the active project within a recent time window.

posthog/ai-plugin

82

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investigating-error-issue Official Investigates a single PostHog error tracking issue end-to-end. Use when the user provides an issue ID or pastes an is…

posthog/ai-plugin

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suppressing-noisy-errors Official Create PostHog error tracking suppression rules to drop high-volume, low-value errors at ingestion. Use when the user…

posthog/ai-plugin

77

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triaging-error-issues Official Triage PostHog error tracking issues during a daily or on-call review. Use when the user asks "what's broken?", "what…

posthog/ai-plugin

77

50

assessing-heatmaps Official Assesses what a page's heatmap is telling you and recommends concrete changes. Pulls click / rageclick / scroll-depth…

posthog/ai-plugin

76