🧪 Ipsae
Binder design ranking using ipSAE (interprotein Score from Aligned Errors). Use this skill when: (1) Ranking binder designs for experimental testing, (2) Filtering BindCraft or RFdiffusion outputs, (3) Comparing AF2/AF3/Boltz predictions, (4) Predicting binding success rates, (5) Need better ranking
npx playbooks add skill adaptyvbio/protein-design-skills --skill ipsae
About Ipsae
Binder design ranking using ipSAE (interprotein Score from Aligned Errors). Use this skill when: (1) Ranking binder designs for experimental testing, (2) Filtering BindCraft or RFdiffusion outputs, (3) Comparing AF2/AF3/Boltz predictions, (4) Predicting binding success rates, (5) Need better ranking
At 40 words, this compact prompt gives your agent specialized testing & qa expertise with structured patterns and output formats. Install via CLI or copy the prompt below.
Use Cases
- Writing unit, integration, and end-to-end tests
- Setting up test coverage and CI pipelines
- Refactoring legacy code with confidence using tests
- Creating test plans and QA checklists
Example Prompts
System Prompt (40 words)
Binder design ranking using ipSAE (interprotein Score from Aligned Errors). Use this skill when: (1) Ranking binder designs for experimental testing, (2) Filtering BindCraft or RFdiffusion outputs, (3) Comparing AF2/AF3/Boltz predictions, (4) Predicting binding success rates, (5) Need better ranking
Frequently Asked Questions
What is Ipsae?
Ipsae is a free testing & qa skill for AI coding agents. Binder design ranking using ipSAE (interprotein Score from Aligned Errors). Use this skill when: (1) Ranking binder designs for experimental testing, (2) Filtering BindCraft or RFdiffusion outputs, (3) Comparing AF2/AF3/Boltz predictions, (4) Predicting binding success rates, (5) Need better ranking. It provides a specialized system prompt that configures your agent with testing & qa expertise.
How do I use Ipsae with Claude Code?
Run npx playbooks add skill adaptyvbio/protein-design-skills --skill ipsae in your terminal to install Ipsae into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Ipsae?
Ipsae is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Ipsae free to use?
Yes, Ipsae is completely free and open source. The full source is available on GitHub at https://github.com/adaptyvbio/protein-design-skills/tree/main/skills/ipsae. You only need a subscription to the AI agent you use it with.
