Swytchcode is a CLI execution layer that sits between your AI agent and production APIs like Groundhog Day—handling authentication, retries, idempotency, and policy control so your agent can call real APIs safely instead of failing silently.

How do I get started with Swytchcode?

Run "npx swytchcode" to install the CLI. Your first 2 live commands don't need an account; after that, run "swytchcode login". Dry runs, --explain, and demos don't count. Then run "swytchcode get groundhog_day" to pull the Groundhog Day manifest and you're ready to call it from your agent.

How does an AI agent actually call the Groundhog Day API through Swytchcode?

Your agent runs "swytchcode exec groundhog_day. " with arguments. Swytchcode validates the call against the Groundhog Day manifest schema, attaches your stored credentials, executes the request, and returns structured JSON your agent can act on—no auth or HTTP handling lives in your agent's code.

What happens if a Groundhog Day call fails, times out, or hits a rate limit?

Swytchcode assigns every Groundhog Day call an idempotency key and retries it automatically on transient failures or rate limits. If your agent re-runs the same action, Swytchcode recognizes the retry and prevents duplicate writes—a raw HTTP call wouldn't give you that safety net.

Can I restrict which Groundhog Day actions my agent is allowed to run?

Yes. Allow and deny rules, available on every plan, can limit which Groundhog Day actions run. Approval workflows, available on Business and above, hold a matching command until someone approves or denies it in that workspace's Slack or Telegram channel. If nobody responds within 48 hours, the command doesn't run.

Where does Swytchcode store my Groundhog Day credentials?

You authenticate once, and Swytchcode stores and refreshes your Groundhog Day credentials server-side. Your agent—and the LLM behind it—only ever sees action names and results, never raw API keys or tokens.

Do I need to write a custom Groundhog Day SDK integration for my agent?

No. "swytchcode get groundhog_day" pulls a pre-built, versioned manifest describing every available Groundhog Day action and its parameters, so your agent calls actions by name instead of you writing and maintaining request/response glue code.

How is calling Groundhog Day through Swytchcode different from calling its API directly?

A direct call means you handle token refresh, retries, error parsing, and schema drift yourself, with no guardrails on what the agent can execute. Swytchcode does all of that and checks each call against your policy rules first, so an agent can't do something with Groundhog Day you didn't explicitly approve.

Do I need a specific framework to call Groundhog Day?

No. Swytchcode runs as a CLI or MCP server, so any agent, IDE assistant, or script can call it. Use the LLM and framework your team prefers.

Does Swytchcode log what my agent does with Groundhog Day?

Yes. Every Groundhog Day call—action, arguments, result, and timestamp—is written to a full audit trail, so you can debug unexpected agent behavior or review exactly what ran in production.

Get started

Workflow Automation

API Integration

Groundhog Day API for AI Agents

Connect the Groundhog Day API to your AI agent through Swytchcode. Call the Groundhog Day API from the agent stack you already run. Swytchcode supplies the manifest, then handles authentication, retries, idempotency, and validation on every call.

Copy paste to your AI agent

Provider: Groundhog Day
Category: Workflow Automation
License: Proprietary
Manifest: groundhog_day
Official site: Not published
API docs: Not published

Use cases

What can you build with the Groundhog Day API?

Copy a prompt for the kind of Groundhog Day assistant you want. Each one includes the skills.md setup.

Catch-up assistant

Lookup assistant

Failure watcher

Status writer

Record assistant

Access advisor

Setup guide

How to connect the Groundhog Day API to an AI agent

Four steps, no SDK, no boilerplate. Every Groundhog Day call routed through Swytchcode is idempotency-keyed and safe to retry.

1
Install the CLI
Run "npx swytchcode" to install the Swytchcode CLI—no account required to start.
2
Pull the manifest
Run "swytchcode get groundhog_day" to pull the Groundhog Day API manifest, including its schema and available actions.
3
Authenticate once
Provide your Groundhog Day API credentials a single time. Swytchcode stores and refreshes them so your agent never handles raw secrets.
4
Call it from your agent
Run "swytchcode exec groundhog_day.<action> --key value" from any agent or script. No SDK, no framework lock-in.

swytchcode get groundhog_day
swytchcode exec groundhog_day.<action> --key value

FAQ

Frequently asked questions

Mistral

Mistral integration available through Swytchcode.

Workflow Automation

Easy Flow

AI-powered executive productivity assistant that automates meeting prep and follow-up. Pulls Gmail threads and Notion notes to auto-generate meeting briefings, and extracts action items from meeting notes into a Notion task tracker with email confirmations via Resend.

Workflow Automation

Cenit

Cenit integration available through Swytchcode.

Workflow Automation

ByAutomata

ByAutomata integration available through Swytchcode.

Workflow Automation