autonnel/autonnel-skills/self-hosted-funnel-launch
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Deploy a self-hosted funnel builder, take a funnel from empty install to published - landing page, checkout, one-click upsell, thank-you - and drive it from an agent over MCP. Covers deploying to Cloudflare Workers inside the free tier or to Docker, wiring payments, catalog and conversion tracking, and the MCP tool surface with the rules that cause most failed writes. Use when asked to build, deploy or host a sales funnel or landing page on your own infrastructure, to self-host a ClickFunnels a…
Install
npx vskill@latest install autonnel/autonnel-skills/self-hosted-funnel-launchSKILL.md
Self-Hosted Funnel Launch
Take a funnel from nothing to published on infrastructure the operator controls, using Autonnel (Apache-2.0). This skill is the build step; design the funnel first with sales-funnel-blueprint, and confirm self-hosting is the right call with funnel-platform-picker if that is still open.
Step 1: choose how it runs
| Path | Cost at low volume | Ops burden | Use it for | |
|---|---|---|---|---|
| Cloudflare Workers | Effectively $0 plus a Postgres | No servers, no patching | Default for production. Funnel pages are mostly static assets, which Workers serves free and unmetered | |
| Docker | Cost of one VPS or container host | Yours: upgrades, backups, uptime | Local evaluation in two minutes, or a server you already run and want the data on | |
| Source checkout (Node) | Cost of one VPS or container host | Yours | Modifying Autonnel itself, or running the Node build directly |
Recommend Workers unless the operator has a specific reason not to: the pricing model fits funnels almost exactly, and it removes the entire class of work that makes people avoid self-hosting.
Use Docker for the first look regardless. It is the fastest way to see the product, and nothing you build locally is wasted: the same schema and the same admin UI back both paths.
Step 2a: Cloudflare Workers (the near-free production path)
Why the cost is close to zero
Funnel traffic is overwhelmingly requests for pages, images and scripts. On Workers those are static asset requests, which are free and unlimited, with no storage cost - only requests that invoke the Worker (server-rendered pages, checkout, API) are billed. A funnel's dynamic surface is small: the order form, the upsell accept, the postback queue.
Verified Cloudflare free-plan limits (checked 2026-08; confirm current numbers before you rely on them):
| Resource | Workers Free plan | |
|---|---|---|
| Static asset requests | Free and unlimited, no storage charge | |
| Worker invocations | 100,000 requests/day | |
| Hyperdrive (Postgres pooling) | Available on Free, 100,000 database queries/day | |
| Workers KV (page cache) | 100,000 reads/day, 1,000 writes/day, 1 GB storage | |
| Cron Triggers | Supported (the repo ships a scheduled handler) |
What is not free: Postgres. Hyperdrive pools connections to a database you supply, so you still need a Postgres provider. Managed providers have their own free tiers with their own limits, and that is the one line item to plan for.
The first ceiling you will actually hit is KV writes, not requests. 1,000 writes/day is generous for serving pages and thin for publishing them, because publishing invalidates and refreshes cached entries. A day of heavy editing can burn it while traffic is nowhere near any limit. If publishing starts failing before traffic does, that is this limit, not a bug.
Deploy
The repository ships the whole Workers toolchain: worker entry with the cron scheduled handler (src/cf-worker.ts), wrangler.toml generation, KV cache wiring and Hyperdrive for Postgres.
Each command prints an id. Put them in .env next to the project:
Then set the secrets and deploy:
deploy:cf builds and generates wrangler.toml from the template first, so there is no separate generate step. Cron expressions are read from the app's cron registry rather than hand-written into the config - do not edit the generated wrangler.toml by hand, it is overwritten on every build.
If a CF_* variable is missing, generation fails and names the variable. That is the intended behaviour; there are no silent defaults for these.
Apply the database schema once against the same Postgres before the first visit, then open the Worker URL and complete the /setup wizard to create the admin account.
Also available: npm run dev:cf (dev server on the Workers runtime) and npm run preview:cf (local preview via wrangler dev). Prefer these over plain astro dev when the target is Workers, because the runtime differs.
Operating it afterwards
The CLI commands below need database access, not a container. From a checkout with DATABASE_URL pointing at the same Postgres:
Step 2b: Docker (local evaluation, or your own server)
Get the repository from <https://github.com/autonnel/autonnel> (Apache-2.0), check out a release tag, and read its docker-compose.yml - it declares the images and ports that will run. From that checkout:
Open <http://localhost:4321> and complete /setup. The compose file starts Postgres, applies the schema, and runs the app. Nothing else is needed to boot: store, payments, media storage, email and AI are configured later in the admin UI, and only for the features actually used.
Before exposing it on a public host, put real secrets in a .env next to docker-compose.yml - the shipped defaults are insecure development values, and they exist only so the first local run needs zero configuration:
Generate each value once and keep it stable. Rotating AUTH_SESSION_SECRET invalidates sessions; rotating CREDENTIALS_ENCRYPTION_KEY makes stored provider credentials unreadable, which means re-entering every payment and platform credential.
Multi-arch images are published to GHCR for a plain docker run against an existing database:
Keep an exact tag pinned rather than :latest, and re-apply the schema after pulling a newer tag - the compose file's one-shot schema service re-runs on every docker compose up. Health endpoint for orchestrators: /api/health (covers database and cache connectivity).
Admin CLI inside a container:
Step 2c: source checkout (Node)
For modifying Autonnel itself, or running the Node build on a host you already own. Requires Node 22+ and a Postgres:
This clones the repository and drops its git history. The schema lives at prisma/schema.prisma in the checkout; db:push syncs it. Admin CLI: npx autonnel admin:create you@example.com 'a-strong-password' from the project directory.
Step 3: configure only what the funnel needs
In the admin UI under Settings:
| Setting | Needed for | Options | |
|---|---|---|---|
| Ecommerce | Product and order data | Shopify, WooCommerce, Picocart | |
| Payments | Taking money | Stripe, PayPal | |
| Storage | Image/video uploads | Any S3-compatible bucket (R2, S3, MinIO) | |
| Receipts, recall campaigns | SMTP, Resend, AWS SES | ||
| LLM | AI page generation | Any OpenAI-compatible endpoint | |
| Ad platforms | Server-side conversions (all four); ad-level spend/click reporting (Facebook, Google Ads, TikTok only) | Facebook, TikTok, Google Ads, Bing |
Order of operations that avoids rework: catalog first (it constrains what the checkout can sell), then payments, then storage, then email, then ad platforms last - tracking is verified against real orders, so it needs the rest working first. Connecting an ad platform for spend reporting is a separate step from binding it to a funnel for postback (see server-side-conversion-tracking); do both if you want both.
On Workers, R2 is the obvious storage choice: it is S3-compatible and keeps media egress inside Cloudflare.
Step 4: build the pages
Funnel roles map onto the funnel spec directly:
| Role in funnel | Purpose | Multiple per funnel? | |
|---|---|---|---|
LANDING | Entry page(s), one per traffic angle | Yes | |
CHECKOUT | Order form | No - one per funnel | |
UPSELL | Post-purchase offers, ordered into a chain | Yes | |
THANKYOU | Confirmation | No | |
ERROR | Payment failure / fallback | No |
These are the roles a page takes inside a funnel. Over the API a page's own type is CHECKOUT | THANKYOU | ERROR | UPSELL | CUSTOM - landing pages are created as CUSTOM and become landing pages by being bound into a funnel as LANDING.
Two editors are available: a component-based visual editor whose output is diffable JSON, and raw HTML for imported pages. Prefer the component editor for anything that will be A/B tested or edited by an agent later - JSON diffs review cleanly, HTML blobs do not.
Build the checkout before the landing page. The checkout determines what can actually be sold and at what price, and a landing page written first will promise something the checkout cannot deliver.
Step 5: wire the funnel
- Create the funnel, then attach pages with their role and order.
- The same page may be referenced by several funnels. The only uniqueness rule the domain enforces is that a
stepSlugis unique within one funnel (and a page appears at most once per funnel) - there is no cross-funnel rejection to design around. Clone a landing page only when you want the two funnels to diverge, because an edit to a shared page lands on every funnel referencing it. THANKYOUandERRORare auto-bound from existing pages at creation if any exist; if the tenant has none, create them before going live. A funnel with no error page fails silently on declined payments.- The URL that goes into ad campaigns is the landing page's own slug on a storefront host -
https://shop.example.com/{page.slug}- never a/n/step URL./n/{funnelId}/{stepSlug}redirects forward to the next step, so it belongs in a page's CTA link, not in an ad. Writing the CTA that way keeps the buyer's path stable when a step is swapped for another page. - Publish is explicit and versioned per page and per funnel - publishing a page does not publish the funnel binding.
Step 6: instrument before sending traffic
Non-negotiable pre-launch checks:
- One real end-to-end purchase, on a real payment provider, including: base order, one accepted upsell, one declined upsell, the thank-you page, the receipt email, and the order appearing in the connected store.
- One refund on that order, to confirm the refund path works per charge.
- Click id coverage - confirm
fbclid/ttclid/gclid/msclkidreach the order record. Seeserver-side-conversion-tracking. - Server-side conversion arriving in each ad platform's event debugger, with the click id attached and no duplicate against the browser event.
- Error page reachable by forcing a declined card.
This is the start of the file. Read the full SKILL.md on GitHub.
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- SKILL.md in the repositoryCheckingself-hosted-funnel-launch/SKILL.md
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