Workflows

15 recipes, filter by use case, license, or difficulty.

AgentsFreeMachine-verified

QM: prove the destructive-action denials hold in every security posture, even the loosest

Run YC's company-wide QM agent with one org-wide security posture, and prove the predeclared hard denials (recursive delete, destructive SQL, mass delete) are refused in every posture including the loosest, so loosening the posture only relaxes approvals, never the destructive-action guardrails.

QM· beginner
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
AgentsFreeMachine-verified

Verify an agent-skills plugin before you ship or install it

Check that a Claude Code / agentskills.io skills package is structurally valid, every SKILL.md has proper frontmatter and a name matching its folder, and the plugin marketplace manifest parses, so a broken skill never fails to load after you publish it.

Agent Skills· beginner
AgentsFreeMachine-verified

Wire GLM-5.2 into Hermes: valid route, 64k-context check, no key in config

Validate a Hermes Agent config that runs GLM-5.2 through a real provider route (direct Z.AI or OpenRouter), clears Hermes's 64k minimum context, and keeps the API key out of config.yaml, before you start a session.

OpenRouterGLM-5.2Hermes Agent· beginner
AgentsFreeMachine-verified

E2B: run model-written code in a sandbox, not on your box

Execute AI-generated code in an isolated E2B cloud sandbox with the API key read from the environment, so untrusted code never touches your laptop or prod.

E2B· beginner
AgentsFreeMachine-verified

Write an agent loop in code with smolagents (sandboxed)

Stand up a smolagents CodeAgent that writes Python to act instead of emitting JSON tool calls, and run that model-written code in a sandbox, not on your machine.

E2Bsmolagents· beginner
AgentsFreeMachine-verified

Hermes /learn: author a reusable skill from a source, not by hand

Use Hermes Agent's /learn to turn a doc, a repo, or a workflow you just performed into a standards-compliant SKILL.md (and an automatic slash command), instead of hand-writing a skill file that drifts from the real docs.

Hermes Agent· beginner
AgentsFreeMachine-verified

Sakana Fugu: A/B it on your own task before you migrate

Point an OpenAI-compatible client at the Fugu endpoint and compare it to a single strong model on one hard task you already know the answer to, instead of trusting a benchmark chart.

Sakana Fugu· beginner
AgentsFreeMachine-verified

Hermes + OKF: a knowledge folder your agent reads before it answers

Wire an OKF knowledge bundle into Hermes so the agent reads knowledge/index.md first, validated bundle conformance + a SOUL.md house rule that points at it.

Open Knowledge Format (OKF)Hermes Agent· beginner
AgentsFreeMachine-verified

OKF: turn your repo's tribal knowledge into a bundle your agent reads first

Write one markdown concept per thing worth knowing, cross-linked, as a conformant OKF bundle in version control that any agent can read with no SDK.

Open Knowledge Format (OKF)· beginner
AgentsFreeMachine-verified

Hermes + DeepSeek V4 Flash: a one-line reasoning-effort throttle

Run one model from cheap-and-fast to deep-and-careful with a single reasoning_effort setting, so you don't pay for deep thinking on easy turns.

DeepSeek V4Hermes Agent· beginner
AgentsFreeMachine-verified

Hermes on MiMo-V2.5: a 1M-context agent for pennies

Set MiMo-V2.5 as your everyday Hermes model: 1M context at $0.14/$0.28 per 1M tokens, with tool-use enforcement on for a non-GPT model.

Xiaomi MiMoHermes Agent· beginner
AgentsFreeMachine-verified

Mem0: A Personalization Layer Your Assistant Remembers With

Add user, session, and agent-level memory to an assistant so it remembers preferences across conversations.

Mem0· beginner
AgentsFreeMachine-verified

Mnemosyne: Fully Local Agent Memory, No Cloud at All

Give your agent persistent memory in a single SQLite file: store a fact, recall it by keyword, fully offline.

Mnemosyne· beginner
AgentsFreeMachine-verified

Meeting Processor: Raw Dump to Structured Note

Paste a raw meeting dump into your vault and have Claude turn it into action items, decisions, and links.

Claude Desktopobsidian-mcpObsidian· beginner