setup-hyperspell（设置超级拼写）

Setup Hyperspell

This skill walks you through integrating Hyperspell into a project. It references detailed sub-guides hosted at https://docs.hyperspell.com/skills/. You MUST fetch and read those links when instructed — they contain the implementation details for each step.

Instructions

Copy this checklist and track your progress:

Implementation Progress:
- [ ] Step 1: Install the Hyperspell SDK
- [ ] Step 2: Configure the API Key
- [ ] Step 3: Detect Project Type
- [ ] Step 4: Choose Memory Ingestion Method
- [ ] Step 5: Set Up Memory Ingestion
- [ ] Step 6: Set Up Memory Search
- [ ] Step 7: Wrapping Up

Run the following command and note the output as $START_TIME:

date -u +%Y-%m-%dT%H:%M:%SZ

Step 1: Welcome the User

Display the following message to the user:

Hi {NAME}, I'll help you integrate Hyperspell into {PROJECT_NAME}. Hyperspell gives your agents memory and context from a broad range of data sources. Do you already have a Hyperspell account?

If possible, display a multiple choice yes / no option, otherwise simply listen to the user input.

If they don't have an account yet, display this:

Go to https://app.hyperspell.com and create a free account. Then, create an app for {PROJECT_NAME} and pick which integrations, if any, you want to let your users use. Finally, create an API Key and paste it here.

Step 1: Install the Hyperspell SDK

Determine whether the hyperspell SDK is already installed. If not, install it:

• For TypeScript/JavaScript projects: npm i hyperspell or yarn add hyperspell
• For Python projects: uv add hyperspell or pip install hyperspell (use whatever package manager the project uses)

Step 2: Configure the API Key

When the user invoked this command, they may have passed an API key as an argument: '$1'

If that string is blank or not a valid API key, display this message and wait for the user to paste their key:

Please paste your Hyperspell API key below.

If you don't have one yet, create one at https://app.hyperspell.com/api-keys

Do NOT use a multiple choice menu for this step - just ask directly and let the user paste their key.

Once you have the API key, put it in .env.local (or .env if .env.local doesn't exist) as HYPERSPELL_API_KEY.

If this project contains an .env.example, also put a dummy key in there (HYPERSPELL_API_KEY=hs-0-xxxxxxxxxxxxxxxxxxxxxx)

Step 3: Detect Project Type

Fetch and follow the instructions in detect-project.md to analyze the codebase and determine:

• Repo type: Backend, Frontend-only, or Monorepo/Fullstack
• Language: TypeScript/JavaScript or Python
• Framework: Next.js (App/Pages Router), Express, FastAPI, SPA, etc.
• Auth system: Clerk, Auth0, NextAuth, custom, or none
• AI SDK: Vercel AI SDK, LangChain, or none

Store these detection results for use in subsequent steps.

Step 4: Ask How User Wants to Add Memories

Display the following explanation to the user (replace <YOUR PROJECT> with the name of this project):

Hyperspell can create memories from many sources: email, Slack, documents, chat transcripts, or uploaded files.

Most projects let their users connect their accounts (Gmail, Slack, etc.) for automatic memory ingestion. Other projects add memories programmatically by uploading files or tracking conversations.

How do you want to create memories in <YOUR PROJECT>?

Ask the user with this multiple choice:

• Let users connect their accounts - Users authorize their Gmail, Slack, etc. and Hyperspell automatically ingests their data
• Add memories directly - You programmatically add memories via API (file uploads, conversation tracking, etc.)

Step 5: Set Up Memory Ingestion

Based on the user's choice in Step 4 and the detection results from Step 3, set up the appropriate ingestion method.

If user chose "Let users connect their accounts" (OAuth):

The OAuth flow requires two pieces:

1. A backend endpoint that generates user tokens (using your API key)
2. A frontend that redirects users to connect.hyperspell.com with that token

Fetch and follow the instructions in oauth.md and implement what applies to this project:

• If the project has a backend: Create the token endpoint using the framework examples in oauth.md.
• If the project has NO backend (frontend-only): Display this message: The OAuth connect flow requires a backend endpoint to securely generate user tokens. You'll need to create an endpoint on a separate backend that calls Hyperspell's /auth/user_token API, then have your frontend fetch from that endpoint. Then continue with the frontend setup, leaving a TODO placeholder for the token endpoint URL.
• If the project has a frontend: Create the connect button component using the React example in oauth.md.
• If the project has NO frontend (backend-only): Display this message: Since this is a backend-only project, you'll need to redirect users to the connect page from your external frontend. The token endpoint is ready - your frontend should fetch a token from it, then redirect to: https://connect.hyperspell.com?token={token}&redirect_uri={returnUrl}

If user chose "Add memories directly" (Programmatic):

• If the project has a backend: Fetch and follow the instructions in direct-ingestion.md to set up memory operations. Use the SDK with your API key and pass the user ID directly.
• If the project has NO backend (frontend-only): Display this message: Adding memories directly from a frontend requires a backend endpoint to securely make Hyperspell API calls. You'll need to either: 1. Create a backend endpoint that proxies memory operations, OR 2. Create a backend endpoint that generates user tokens (see oauth.md for examples) Then follow direct-ingestion.md, noting that the user will need to set up the backend piece separately.

Step 6: Set Up Memory Search (SDK Integration)

Display the following message:

Now that we've set up memory ingestion, let's integrate Hyperspell into your app so it can search and use those memories.

Determine the integration pattern:

First, analyze the codebase to see if the project has an existing AI/LLM integration with tools or function calling.

• If the agent already uses tools → Use Pattern 1: Hyperspell as a Tool. Do not ask, just proceed with this pattern.
• If it's a simple conversational agent with no tools → Ask the user which pattern they prefer (see below).
• If there's no AI integration yet or it's unclear → Ask the user which pattern they prefer (see below).

When asking the user, present these options:

How would you like to integrate Hyperspell's memory search?

• As a tool in your AI calls (Recommended) - Your AI decides when to search memories. Best for agents with multiple capabilities or when you want intelligent search decisions.
• Direct search with AI answer - Hyperspell answers questions directly from memories. Best for simple Q&A bots without other tools.
• Direct search for context only - Get relevant memory snippets to use however you want. Best for custom RAG pipelines or non-AI uses.

Important: Do not use "Direct search with AI answer" to replace an existing AI call if that call relies on other tools - those tools cannot be passed to the Hyperspell API.

Based on the user's choice, fetch and follow the appropriate section in search.md:

• "As a tool" → Create the search helper, then follow the tool integration for their SDK (Vercel AI, OpenAI, Anthropic, etc.)
• "Direct search with AI answer" → Create the search helper only, call it with answer: true from existing code. Do NOT create a tool wrapper.
• "Direct search for context only" → Create the search helper only, call it with answer: false from existing code. Do NOT create a tool wrapper.

Step 7: Wrapping Up

Run the following command:

date -u +%Y-%m-%dT%H:%M:%SZ

Compare the output with $START_TIME and calculate how many minutes have passed as DURATION.

Display the following message (replace DURATION with the actual duration):

Congratulations! You've successfully integrated Hyperspell in just DURATION minutes!

This is just the beginning of your journey with Hyperspell. As your project grows, Hyperspell grows with you. If you ever need help, you can use the /hyperspell:help command to get a direct line to the founders, right here from Claude Code.