130 verified recipes

Verified AI workflows
that actually ship.

A screenshot shows what worked once. FlowStacks shows what still works: CI re-runs every recipe on each change, so the badge goes red the moment one breaks. Browse by tool, by use case, or by what it replaces.

GitHub Actions · verify.yml
$ npm run verify

 obsidian-claude-weekly-review   5/5
 tldraw-make-real-sketch-to-code 5/5
 obsidian-agent-harness          7/7
 dedupe-and-rank-a-keyword-list  2/2

38/38 fixtures green · machine-verified
130
workflows
102
tools mapped
$80/mo
in subs replaceable

Popular workflows

View all →
AutomationFreeMachine-verified

Self-hosting the open-source stack? Prove your backup actually restores before you need it

Make the one self-hosting discipline that matters a machine check: back up your database, destroy the live copy, restore from the backup, and assert the restored data matches the original exactly, so you find a broken backup in CI instead of at 2am.

SQLite· beginner
Local InferenceFreeMachine-verified

Prove your meeting-notes pipeline never phones home (and gates on consent)

Run capture -> whisper.cpp transcription -> Ollama summary fully on your machine, with a CI check that every endpoint is loopback, no cloud host or API key appears anywhere in the config, and recording is gated on a consent acknowledgment.

Ollamawhisper.cpp· intermediate
AgentsFreeMachine-verified

Validate a WrenAI semantic model's references before an agent queries through it

Before letting an agent query through WrenAI's governed semantic layer (MDL), validate that every relationship and metric resolves to a model and column that actually exist, so a stale definition fails a check instead of quietly returning wrong-but-plausible numbers.

WrenAI· intermediate
AutomationFreeMachine-verified

Chat with a CSV, but pin a known-answer guardrail so a wrong query cannot pass

Ask a CSV or dataframe questions in plain English with PandasAI, but wrap it in a deterministic known-answer check so a confident-but-wrong generated query is caught instead of trusted.

PandasAI· beginner
CodingFreeMachine-verified

Self-host CodeWiki on private code: validate the config before you spend tokens

Configure the open-source FSoft CodeWiki to generate architecture-aware docs on your own machine (so private code never leaves it), and validate the provider and model config before a full, token-spending run.

CodeWiki (FSoft)· intermediate
AgentsFreeMachine-verified

Wire the DeepWiki MCP into your agent so it looks up repos instead of hallucinating

Give your coding agent the DeepWiki MCP server so it can pull real context about an unfamiliar dependency mid-task, and validate the client config declares the three documented tools before you trust it.

DeepWiki· beginner

Built a workflow?

Get it machine-verified and earn a shareable badge you can link from your post. We run the setup through our CI and verify what passes.

Request verification →

Newsletter · Tue · Thu · Sat

WebAfterAI

AI agents, automation, and the next internet.

Three issues a week, Tuesday, Thursday, and Saturday, on what builders are actually shipping. From the r/WebAfterAI community.