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Guide the user through integrating Hyperspell into their project
Mit Codex oder Claude installieren Kopieren Sie diesen Prompt, fügen Sie ihn in Codex, Claude oder einen anderen Assistant ein und lassen Sie die Skill-Seite prüfen und installieren.
Basierend auf der SOC-Berufsklassifikation
| name | Setting up Hyperspell |
| description | Guide the user through integrating Hyperspell into their project |
| allowed-tools | Bash, Read, Grep, Glob, Write, Edit, TodoWrite, AskUserQuestion |
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: Enable Auto-Trace (Optional)
- [ ] Step 8: Wrapping Up
Run the following command and note the output as $START_TIME:
date -u +%Y-%m-%dT%H:%M:%SZ
Determine whether the hyperspell SDK is already installed. If not, install it:
npm i hyperspell or yarn add hyperspelluv add hyperspell or pip install hyperspell (use whatever package manager the project uses)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)
Follow the instructions in detect_project.md to analyze the codebase and determine:
Store these detection results for use in subsequent steps.
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:
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:
connect.hyperspell.com with that tokenFollow 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: Follow the instructions in index.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 index.md, noting that the user will need to set up the backend piece separately.
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, follow the appropriate section in index.md:
answer: true from existing code. Do NOT create a tool wrapper.answer: false from existing code. Do NOT create a tool wrapper.Display the following message:
Would you also like to enable automatic session tracing? This sends your
Claude Code conversation transcripts to Hyperspell at the end of each session,
enabling procedural memory extraction and mood capture.
This is optional and can be enabled later with /setup:trace.
Ask the user with this multiple choice:
If the user chose "Yes", follow the instructions in SKILL.md to set up the auto-trace hook. Use the API key that was already configured in Step 2.
If the user chose "Skip", proceed to Step 8.
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 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.