PostHog skills collection

Signals Scout Session Replay

Signals scout for PostHog session replay. Watches that sessions keep recording (capture cliffs) and surfaces friction inside recordings — rage/dead-click clusters, error-after- interaction cohorts.

Signals Scout Skills Store

Skill-hygiene scout for the team's PostHog skills store. Watches recently-changed and most- used skills for authoring violations — vague descriptions, bloated bodies, dead file links, kitchen-sink scope, committed secrets.

Signals Scout Surveys

Signals scout for PostHog surveys. Watches active surveys for score regressions, response- volume drops, abandonment spikes, and targeting drift, and aggregates open-text responses into recurring themes.

Signals Scout Tasks

Signals scout for PostHog Tasks. Watches delivery health — failing runs clustered by repository and error class, retry storms — and, on a slower rotation, recurring demand across human-authored tasks. Skips the scout fleet's own runs.

Signals Scout Web Analytics

Signals scout for PostHog web traffic. Watches per-channel session volume, attribution breakage, and landing-page health (bounce and 404 steps) against the site's own baseline. Per- page web vitals belong to signals-scout-web-vitals.

Signals Scout Web Vitals

Signals scout for Core Web Vitals ($webvitals). Watches each page's p75 LCP / INP / CLS / FCP against Google's thresholds and its own history — poor-band pages, band crossings, sharp regressions — and dates each regression against deploys…

Skills Store

Discover and use shared team skills stored in PostHog.

Suggesting Data Imports

Guidance for tasks where the user asks about revenue, payments, subscriptions, billing, CRM deals, support tickets, ad spend, production database tables, or other data PostHog does not collect natively — or wants to join or correlate…

Suggesting Path Cleaning Rules

Runs and reasons about the automated AI health check that suggests path-cleaning rules for web-analytics teams.

Suppressing Noisy Errors

Create PostHog error tracking suppression rules to drop high-volume, low-value errors at ingestion.

Triaging Error Issues

Triage PostHog error tracking issues during a daily or on-call review.

Triaging Visual Review Runs

Inspects PostHog Visual Review (VR) runs that gate PR merges with screenshot regression checks.

Tuning Incremental Sync Config

Change the sync configuration of an existing data warehouse schema — switch synctype, pick a different incrementalfield, set primarykeycolumns, choose cdctablemode, or change syncfrequency.

Turning Engineering Analytics Into Insights

Converts engineering analytics (PR / CI) data into saved PostHog insights, dashboards, and subscriptions, and explains how to query the product data directly with SQL. Covers discovering per-team GitHub warehouse tables via…

Understanding Billing Usage

Explains PostHog billing usage and spend from the customer's visible Billing MCP tools.

Validating And Publishing Canvases

Validate and publish a canvas source project safely: the source-project shape, declared capabilities, reading the current version pointer, iterating on validation diagnostics, guarded publishing with expectedcurrentversionid, staging a…

Working With Scouts

Work with PostHog Signals scouts: scheduled agents that monitor a project and write reports into the Signals inbox. Use to assign monitoring work, schedule quality scoring, find which scout covers a surface, act on reports, reduce noise…

Working With Skills

Best practices for agents managing PostHog skills via the MCP skill- tools — how to discover, read, create, update, and refactor skills efficiently, especially large skills with many bundled files.

Working With Task Comments

Read and use comments attached to the current PostHog task, its artifacts, and its canvases through the PostHog MCP exec dispatcher.

Writing Simplified Technical English

Write English that a reader cannot misread: one meaning per word, active voice, simple tenses, one idea per sentence, short sentences. Based on ASD-STE100 (Simplified Technical English), the controlled-language standard written for…