132 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
132
workflows
104
tools mapped
$80/mo
in subs replaceable

Popular workflows

View all →
CodingFreeMachine-verified

One AGENTS.md, no drift: prove CLAUDE.md is a real symlink and the generated files are in sync

Keep one AGENTS.md as the single source of agent rules, symlink CLAUDE.md to it, and prove with CI that the symlink is committed as a symlink (not a Windows-materialised copy) and that any generated per-tool file byte-matches a fresh regeneration from the source, so nothing silently drifts.

Claude Coderulesync· beginner
AgentsFreeMachine-verified

One shared memory for every coding agent: prove the configs actually point at the same server

Wire a Markdown memory MCP server (Basic Memory or an Obsidian MCP) into Claude Code, Cursor and Cline, and prove with CI that all three resolve to one server, that a write-the-memory house rule exists, and that the vault is under git before any agent gets write access.

ObsidianBasic Memory· intermediate
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

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.