A streamlined guide for AI agents to integrate and execute end-to-end BioFlow backend API workflows from authentication to result retrieval.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install bioflow
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install bioflow using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is BioFlow API Quickstart?
The BioFlow API Quickstart skill is a specialized technical resource designed to minimize context loading for AI agents interacting with BioFlow backends. It provides a structured roadmap for handling complex operations such as SMS-based authentication, dataset management, and algorithmic task execution. By utilizing Openclaw Skills, developers can ensure their agents follow a precise, high-performance sequence for interacting with protein modeling or biological data APIs without manual oversight.
BioFlow API Quickstart Use Cases
- Automating the signup and login process using SMS verification codes.
- Programmatically uploading datasets and retrieving download URLs for processing.
- Monitoring token balances to manage resource consumption during heavy compute tasks.
- Executing specific algorithm paths like PTMPred and polling for job completion results.
How BioFlow API Quickstart Works
- Initialize the session by referencing the authentication map to establish the project scope.
- Execute the login or registration flow to obtain a secure Bearer token for API authorization.
- Prepare the file workflow by uploading the necessary dataset and verifying its availability via a download URL.
- Perform a balance query to confirm the account has sufficient credits for the intended operation.
- Submit a task to a specific algorithm endpoint using the required parameters and dataset references.
- Poll the result query endpoint to track job status and retrieve the final results upon completion.
BioFlow API Quickstart Setup
To get started with this skill, ensure your environment variables are configured and you have access to the internal reference documentation. Use the following commands to initialize the workflow:
# Define the base API endpoint
export BIOFLOW_API_BASE="https://api.bioflow.io/api/v1"
# Verify your current environment context
cat references/current-auth-map.md
BioFlow API Quickstart Data Schema & Taxonomy
The skill organizes metadata and API interactions into clear logical groups to maintain data integrity across the workflow:
| Data Group | Key Components | Metadata Examples |
|---|---|---|
| Authentication | SMS Code, Login, Refresh | Telephone, Bearer Token |
| File Management | Dataset Upload/Download | Dataset URL, File ID |
| Task Control | Algorithm submission (PTMPred) | Job ID, Task Status |
| Accounting | Token Balance | Current Credits, API Usage |
BioFlow API Quickstart Advanced Features
- Single algorithm path execution to prevent context mixing and reduce errors during demo runs.
- Optimized response structures designed specifically for token-efficient agent communication.
- Full end-to-end coverage including file polling and result retrieval as part of the Openclaw Skills ecosystem.
- Detailed error handling guides for SMS verification and token expiration scenarios.
SKILL.md
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