posthog/ai-plugin

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auditing-warehouse-data-health Audit the health of a PostHog project's data warehouse — find every broken or degraded pipeline item across sources, …

posthog/ai-plugin

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authoring-scouts Official How to author, edit, and adapt PostHog Signals scouts — the scheduled agents that scan a project and write reports in…

posthog/ai-plugin

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debugging-surveys Official >- Debug, support, and build PostHog Surveys across the backend and all five SDKs (web/posthog-js, iOS, Android, Flut…

posthog/ai-plugin

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exploring-scouts Official How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and write reports …

posthog/ai-plugin

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signals-scout-data-warehouse Official Signals scout for warehouse imports. Watches external data sources, sync schemas, webhook push channels, and material…

posthog/ai-plugin

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signals-scout-insight-alerts Official Signals scout over the project's configured insight alerts. Reads each alert's recent firing history and surfaces the…

posthog/ai-plugin

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creating-online-evaluations Official Author continuously-running online evaluations in PostHog AI observability, grounded in real failure modes you've ide…

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exploring-ai-failures Official Find where an AI/LLM application is failing in production and surface the failure patterns, working from real traces.…

posthog/ai-plugin

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improving-mcp-tools Run an improve-my-MCP campaign: an autoresearch-style loop that measures the MCP agent experience with the eval harne…

posthog/ai-plugin

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signals-scout-mcp-tool-calls Official Signals scout for PostHog MCP tool calls. Watches `$mcp_tool_call` telemetry for tools that need improvement — broad-…

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signals-scout-skills-store Official Skill-hygiene scout for the team's PostHog skills store. Watches recently-changed and most- used skills for authoring…

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signals-scout-web-vitals Official Signals scout for Core Web Vitals (`$web_vitals`). Watches each page's p75 LCP / INP / CLS / FCP against Google's thr…

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analyzing-expensive-users Official Analyze the most expensive users in AI observability and explain why they cost so much. Use when the user asks about …

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resolving-ingestion-warnings Official Diagnoses and resolves PostHog ingestion warnings — problems recorded while ingesting events (dropped events, rejecte…

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turning-engineering-analytics-into-insights Official Converts engineering analytics (PR / CI) data into saved PostHog insights, dashboards, and subscriptions, and explain…

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building-a-dashboard Official Build a new dashboard, or update an existing one, from a set of insights — the same job the in-app assistant does wit…

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investigating-ci-failures Official Investigates a specific CI failure to a verdict: whose fault, which commit, who wrote it, and whether it's fixed. Use…

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review-hog-authoring Official How to author custom PostHog Review skills: the review perspectives, blind-spot checks, validation criteria, and reso…

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review-hog-blind-spots-general Official The general blind-spot check for PostHog Review, the final sweep that runs after every enabled review perspective has…

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review-hog-perspective-contracts-security Official The Contracts & Security review perspective for PostHog Review. Verifies that changed code is safe and maintains comp…

posthog/ai-plugin

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review-hog-perspective-logic-correctness Official The Logic & Correctness review perspective for PostHog Review. Verifies that changed code does what it is supposed to…

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review-hog-perspective-performance-reliability Official The Performance & Reliability review perspective for PostHog Review. Verifies that changed code will perform and hold…

posthog/ai-plugin

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review-hog-validation-criteria Official The validation criteria for PostHog Review, the bar for deciding whether a flagged PR issue is worth keeping. Keeps r…

posthog/ai-plugin

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setting-up-support-slack-locally Connect a real Slack workspace to local PostHog Conversations (the SupportHog Slack app) so Slack messages become sup…

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copying-endpoints-across-projects Official Copy a PostHog endpoint (a saved HogQL/insight query exposed as an API route) to another project in the same organiza…

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query-examples HogQL query examples and reference material for PostHog data. Read when writing SQL queries to find patterns for anal…

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testing-mcp-tools-locally Set up the local dev environment, seed data, and API keys to test the staff-only managed migrations MCP tools (manage…

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signals-scout-conversations Official Signals scout for PostHog Conversations (support inbox). Watches `$conversation_*` ticket- lifecycle events for SLA b…

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investigating-logs Official Investigate logs in a PostHog project: verify a service or deployment is healthy, explain an error spike, triage an i…

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setting-up-data-catalog Official Populates and maintains a project's data catalog (semantic layer): canonical metrics, trust marks (certifications) on…

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signals-scout-tasks Official Signals scout for PostHog Tasks. Watches delivery health — failing runs clustered by repository and error class, retr…

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writing-streamlit-apps Official Write Streamlit app source code that runs well in a PostHog sandbox — the posthog_apps.query() bridge for reading Pos…

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managing-streamlit-apps Official Create, deploy, and operate Streamlit apps in PostHog via the streamlit-apps MCP tools — create an app, set its sourc…

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modeling-conversion-metrics Official Build reusable conversion models — funnel/step conversion rates, drop-off, and time-to-convert — on either PostHog da…

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modeling-activation-metrics Official Build reusable activation models — an activation-rate metric and a per-user/per-account activated flag — on either Po…

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modeling-dimension-tables Official Build reusable dimension / lookup tables for a star schema — country/region, timezone, currency, date, plan/product, …

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modeling-warehouse-foundations Official Shared foundations for building reusable data models in PostHog, on either of two stacks: PostHog-native data-warehou…

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modeling-product-usage-metrics Official Build reusable product-usage and engagement models — retention, stickiness, and lifecycle — on either PostHog data-wa…

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modeling-revenue-metrics Official Build reusable revenue models — MRR, ARR, gross revenue, new/expansion/contraction/churn, ARPU, LTV, and per-customer…

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planning-user-interviews Plan a user interview topic in PostHog — pick who to target (cohort, emails, or PostHog distinct IDs), draft what to …

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exploring-signals-scouts How to explore and make sense of PostHog Signals scouts — the scheduled agents that scan a project and emit findings …

posthog/ai-plugin

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authoring-signals-scouts How to author, edit, and adapt PostHog Signals scouts — the scheduled agents that scan a project and emit findings in…

posthog/ai-plugin

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signals-scout-ingestion-warnings Signals scout for ingestion warnings — events and person/group updates that were dropped, mangled, or partially rejec…

posthog/ai-plugin

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instrument-metrics Official Add PostHog metric capture to track counters, gauges, and histograms. Use after implementing features or reviewing PR…

posthog/ai-plugin

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adding-warehouse-person-properties Official Sync columns from a synced data warehouse table onto PostHog person or group properties, so warehouse data becomes us…

posthog/ai-plugin

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analyzing-task-runs Official Analyze a completed PostHog task run for inefficiencies — environment failures, missing CLI tools, verbose commands, …

posthog/ai-plugin

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authoring-data-quality-checks Official Adds and runs data quality checks (dbt-test style assertions) on a project's warehouse tables and saved-query views: …

posthog/ai-plugin

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building-canvases Official Create or edit a PostHog freeform canvas — a sandboxed browser application (data board, document, form, small tool, g…

posthog/ai-plugin

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building-html-canvases Official Author a PostHog canvas with semantic HTML, CSS, and direct browser APIs — documents, articles, generative graphics, …

posthog/ai-plugin

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building-react-quill-canvases Official Author the React + Quill implementation of a PostHog canvas: the single-component contract, the allowed imports, Quil…

posthog/ai-plugin

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