run-posthog

tarafından posthog

Start, inspect, and drive the PostHog dev stack. Use for /run and /verify on this repo — when asked to launch PostHog, check whether the stack is healthy,…

npx skills add https://github.com/posthog/posthog-foss --skill run-posthog

PostHog is Django + Vite + Celery + plugin-server, backed by Postgres, ClickHouse, Kafka, Redis, and Temporal in Docker, fronted by an Envoy-style proxy at http://localhost:8010. The dev stack runs in detached mode under phrocs so the running processes are inspectable from this session via the phrocs MCP server. Browser MCP servers (chrome-devtools-mcp, playwright) drive the UI; nothing about this skill ships its own driver.

For /run: get the app reachable so the user can drive it. Success = http://localhost:8010 serves and the core units are ready. Do not chase crashed migration units, do not seed data unless asked.

For /verify: build (Vite HMR handles this automatically for frontend; backend changes need no build), run the same launch as /run, then drive the live app via a browser MCP to observe the change. The observation is the verification — tests and type checks don't substitute. For frontend/UI changes, the deep version of this workflow is the repo-local qa-frontend skill in local mode: scenario design from the diff, reproducibility retries, and annotated evidence.

All paths below are relative to the repo root.

Prerequisites

  • flox 1.12+ provisions the toolchain — curl -L https://downloads.flox.dev/by-env/stable/install.sh | sudo bash
  • Docker — OrbStack preferred on macOS (brew install --cask orbstack)
  • 1Password CLI (optional) — brew install 1password-cli, only if .env.local contains op:// refs

Launch

hogli dev:setup          # first time only — interactive wizard picks which workers to run
hogli up -d -y           # start the stack detached under phrocs
hogli services:ready -y  # wait for Docker services (Postgres, CH, Kafka, Redis)
hogli wait -y            # wait for phrocs-managed units (Django, Vite, Celery, plugin-server)
hogli doctor             # optional: stale migrations, zombie phrocs, disk pressure

First boot is 60-90s while Django imports and Vite warms. Stop with hogli down -y (leaves Docker services running for fast restart).

Is the stack ready?

There are two readiness bars. Don't conflate them.

Ready for /run — the app is reachable and you can drive it:

curl -sf http://localhost:8010/_health                                                         # 200
curl -sf -o /dev/null -w '%{http_code}' http://localhost:8010/                                 # 200 or 302
curl -sS http://localhost:8010/api/projects/@current | grep -q '"code":"not_authenticated"'   # API + DB reachable

Plus these phrocs units ready:true: backend, frontend, nodejs, capture, ingestion. Stop here. Do not chase crashed migrate-* units when only /run was asked — the stack is usable for launch, screenshot, and most UI scenes (home, login, settings, feature flags) regardless of migration state.

Ready for /verify of HogQL-backed scenes (insights, dashboards, web analytics) and for POST /api/setup_test/...:

  • Also requires mcp__phrocs__get_process_status process="migrate-clickhouse" to show status:"done" exit_code:0. If it's crashed, see the gotcha below.

phrocs MCP tools — for either bar:

  • mcp__phrocs__get_process_status (no args) — all units, with ready, exit_code, memory, CPU.
  • mcp__phrocs__get_process_status process="frontend" — single unit.
  • mcp__phrocs__get_process_logs process="backend" — tail recent stdout/stderr.
  • mcp__phrocs__toggle_process process="<unit>" — restart one unit. Auto-mode blocks this on shared stacks (treated as restart-of-shared-infra). If blocked, ask the user to approve, or run phrocs stop && hogli up -d for a full clean restart.

Drive the UI for /verify

Every empty PostHog scene looks broken because no events exist. To verify a UI change, you need a workspace with realistic data. The canonical path is the same one the Playwright suite uses: POST /api/setup_test/organization_with_team/. Gated on DEBUG=True | E2E_TESTING | CI | TEST, all of which local dev satisfies via DEBUG=True. Implementation: posthog/api/playwright_setup.py + posthog/test/playwright_setup_functions.py:create_organization_with_team — 3 clusters via HedgeboxMatrix, ~5-10s end to end. Reference call site: playwright/utils/playwright-setup.ts:251.

Avoid hogli dev:demo-data for /run and /verify — it calls generate_demo_data with n_clusters=500 (default at posthog/management/commands/generate_demo_data.py:59) and takes 5-30 minutes. It exists for humans who want a big realistic dataset to play with; it's the wrong tool for automated launch-and-screenshot.

The full browser-MCP recipe:

  1. new_page http://localhost:8010/login.

  2. evaluate_script the workspace bootstrap. Per-call email so reruns don't collide; password fixed at 12345678; response gives back the team_id and a personal API key.

    const r = await fetch('/api/setup_test/organization_with_team/', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ data: { skip_onboarding: true } }),
    })
    const { result } = await r.json()
    // result: { user_email, team_id, personal_api_key, organization_id, ... }
    return result
    
  3. evaluate_script the in-page login. Runs in the page context so Django's CSRF middleware sees the right cookies (playwright/utils/playwright-setup.ts:282-291).

    const r = await fetch('/api/login/', {
      method: 'POST',
      headers: { 'Content-Type': 'application/json' },
      body: JSON.stringify({ email: workspace.user_email, password: '12345678' }),
    })
    return r.status // 200 = logged in; 403 = you're not in-page; 400 = workspace setup didn't actually create the user
    
  4. navigate_page to http://localhost:8010/project/{team_id}{scene-path}.

  5. wait_for text or a [data-attr] element. PostHog attaches data-attr to virtually every rendered element; use it as the "page hydrated" signal. networkidle and load never settle because PostHog.js and Vite HMR keep polling.

  6. take_screenshot. The accessibility snapshot from wait_for is also enough on its own for most "is this element present?" verifications — no pixel comparison needed.

For API-only calls (creating fixtures, hitting endpoints without a browser), use the personal_api_key from the setup_test response as Authorization: Bearer <key> — no login dance.

For deeper interaction (clicking, filling forms, inspecting console), the same MCP toolkit (chrome-devtools-mcp:* / playwright:*) covers it. No project-specific wrapper needed.

For /verify: diff → URL mapping

The frontend uses kea-router. The mapping rule:

Edited pathScene URL (under /project/{team_id}/)
frontend/src/scenes/<name>/**usually /<name> (e.g. insights//insights)
frontend/src/scenes/activity/**/activity/explore (and other ActivityTabs)
frontend/src/scenes/data-management/**/data-management/<sub>
frontend/src/scenes/settings/**/settings/<section>
frontend/src/scenes/authentication/**/login, /signup, /preflight (un-scoped)
products/<name>/frontend/**per the urls: block in products/<name>/manifest.tsx
frontend/src/layout/**renders everywhere; verify on any scene
frontend/src/lib/components/<X>.tsxgrep usages, screenshot the scene that mounts it

Canonical sources to grep when the path isn't obvious:

  • frontend/src/scenes/urls.ts — top-level URL helpers (urls.insights(), urls.dashboard(...), etc.).
  • frontend/src/scenes/scenes.ts — scene-to-route registry.
  • products/<name>/manifest.tsx — per-product routes.

Gotchas

  • migrate-clickhouse and migrate-persons-db often crash on a cold hogli up -d due to a startup race. They start in parallel with migrate-postgres, and if Postgres isn't ready yet they crash. This is the hard prereq for POST /api/setup_test/... and for HogQL-backed scenes (insights, dashboards, web analytics) — but not for /run. Don't fix it unless the task needs HogQL/setup_test. When you do need to fix it, the canonical sequence is: wait for migrate-postgres to show status:"done" via mcp__phrocs__get_process_status, then restart the crashed migrations. mcp__phrocs__toggle_process is the surgical tool but auto-mode blocks it on shared stacks — fall back to phrocs stop && hogli up -d which re-runs everything in order, or run python manage.py migrate_clickhouse directly (you'll need set -a; source .env.services; set +a first so CLICKHOUSE_DATABASE=posthog, otherwise it targets default). If neither works (corrupted CH replica state in ZooKeeper from a partial run), hogli dev:reset is the only path — it wipes Docker volumes, destructive.
  • hogli wait exits 0 even when phrocs is unreachable. Don't trust its return code as ground truth — confirm with mcp__phrocs__get_process_status or the curl probes.
  • Vite serves on :8234, not the URL you browse. You browse http://localhost:8010 (the Envoy-style proxy). The proxy reverse-proxies Vite for /static/* and Django for everything else. Hitting :8234/ directly returns 404 because Vite has no index route at the dev-server root.
  • Worktrees share Docker containers but compete for ports. All worktrees on the same machine resolve to the same posthog-clickhouse-1 / posthog-db-1 containers, so DB state is global. But ports 8000/8010/8234 can only be held by one worktree at a time — kill the granian/vite/phrocs of the other worktree before hogli up -d here.
  • CSP warnings and 401s in the browser console are normal pre-auth. The preflight/login page tries to fetch /api/projects/@current, /api/users/@me/, and PostHog.js remote config — all 401 until you sign up. WASM/CSP "Report Only" warnings come from the dev CSP.
  • Direct curl -X POST /api/login/ returns 403 (CSRF). Session login must run in-page via browser_evaluate so cookies and CSRF tokens flow. For non-browser API calls, use the personal_api_key from the setup_test response as Authorization: Bearer <key> — no CSRF on token auth.
  • .env.local may use 1Password refs. Without op installed, refs become literal strings (e.g. OPENAI_API_KEY=op://...) and downstream services fail with cryptic auth errors. Install op or replace with literals.

Troubleshooting

  • hogli up -d exits with Another instance of bin/start is already running — previous run still active or crashed without cleanup. mcp__phrocs__get_process_status shows what's there; if nothing's running, rm bin/start.lock and retry.
  • docker info fails with dial unix /Users/<you>/.orbstack/run/docker.sock: ... no such file — OrbStack is stopped. open -a OrbStack.
  • /api/projects/@current returns 500 instead of 401 — Postgres or ClickHouse unreachable. docker ps | grep posthog- and look for unhealthy containers; hogli services:ready waits for all of them.
  • POST /api/login/ returns 400 invalid_credentials — you're logging in as a user the setup_test workspace didn't actually create (CH crash usually). Check the response of the setup_test call; if it 500'd, fix CH first (see the migrate-clickhouse gotcha).
  • POST /api/setup_test/organization_with_team/ returns 404DEBUG, E2E_TESTING, CI, and TEST are all false. Local dev has DEBUG=True by default; if it's not set, .env.local is missing or DJANGO_SETTINGS_MODULE points at a prod-like settings module.
  • POST /api/setup_test/organization_with_team/ returns 500 Table posthog.person does not existmigrate-clickhouse crashed during boot. See the gotcha above.
  • In-page fetch('/api/login/') returns 403 — you're calling it from outside the page context (e.g. page.request.post rather than page.evaluate). Use evaluate_script / browser_evaluate so the call originates in-page.

posthog tarafından daha fazla skill

managing-experiment-lifecycle
posthog
Deney durumu geçişlerini yönlendirir: başlatma, duraklatma, devam ettirme, sonlandırma, varyantları gönderme, arşivleme, sıfırlama ve çoğaltma. Ön koşulları kapsar,…
official
configuring-experiment-analytics
posthog
Configures the analytics side of a PostHog experiment — exposure criteria (default `$feature_flag_called` vs custom exposure events), primary and secondary…
official
error-tracking-hono
posthog
PostHog hata izleme, Hono için
official
error-tracking-react
posthog
PostHog hata izleme, React için
official
integration-android
posthog
PostHog entegrasyonu, Android uygulamaları için
official
integration-ruby
posthog
Herhangi bir Ruby uygulaması için Ruby SDK kullanan PostHog entegrasyonu
official
tuning-incremental-sync-config
posthog
Bir senkronizasyonun yapılandırması ExternalDataSchema üzerinde bulunur ve external-data-schemas-partial-update aracılığıyla herhangi bir zamanda değiştirilebilir. Çoğu değişiklik yıkıcı değildir (bir sonraki senkronizasyonda etkili olur), ancak birkaçı (sync_type değiştirme, birincil anahtarları değiştirme) senkronize edilmiş verilerin bozulmasını önlemek için dikkatli bir işlem gerektirir.
official
instrument-integration
posthog
PostHog SDK'sini bir uygulamaya eklemek için bu yeteneği kullanın. PostHog'u ilk kez kurarken veya PostHog başlatması gereken PR'leri incelerken kullanın. SDK kurulumu, sağlayıcı yapılandırması ve temel konfigürasyonu kapsar. Herhangi bir framework veya dili destekler.
official