Evaluate agent behavior against claims and run bounded improvement tests.
npx skills add https://github.com/corca-ai/cautilus --skill cautilus-agent
Please help me install this Agent Skill. Skill: cautilus-agent Source: https://github.com/corca-ai/cautilus/tree/main/.agents/skills/cautilus-agent Command: npx skills add https://github.com/corca-ai/cautilus --skill cautilus-agent
This Skill automates the evaluation and improvement of agent behavior, saving time and ensuring consistency in testing and validation processes.
Run the Cautilus Agent to evaluate the chatbot's performance by executing the command 'cautilus evaluate fixture --repo-root . --fixture fixtures/eval/app/chatbot/caulton-chatbot.fixture.json'.
High-intent search queries and answers about installing and using this skill.
To automate agent behavior evaluation, you can use a tool that verifies agent behavior against predefined claims, prepares and runs tests, and suggests improvements within defined budgets. This streamlines testing and validation processes.
Testing chatbot responses against claims involves running an evaluation command against a fixture file. This automates the verification of chatbot accuracy and performance, making improvements based on the results.
Yes, evaluating agent behavior requires a Cautilus binary and an adapter defined in a YAML file. These components are necessary to execute the evaluation and improvement workflows.
Yes, you can improve agent behavior within defined budgets. The evaluation process suggests bounded improvements, ensuring that changes to the agent are made within your specified constraints.
Bounded improvement works by evaluating agent behavior against claims and then suggesting improvements that adhere to predefined budgets and constraints. This ensures consistent and controlled enhancements during testing.
The main limitation is the dependency on a Cautilus binary and an adapter defined in a YAML file. Without these specific components, the automated behavior evaluation and improvement process cannot run.
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