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@nikagra nikagra commented Jan 8, 2026

This pull request introduces new AI agent definitions and improves developer and agent onboarding documentation for the project. The main changes include adding detailed agent configuration files for GPT-4.1 and GPT-5, providing comprehensive instructions for AI agents working with the ScyllaDB Java driver codebase, and introducing a project exploration prompt to help Copilot and other agents understand the project's structure and APIs.

AI Agent Definitions and Configuration:

  • Added .github/agents/4.1-Beast.agent.md: Defines a persistent, autonomous GPT-4.1 agent with detailed workflow, research, and communication instructions, emphasizing exhaustive problem-solving and rigorous testing.
  • Added .github/agents/gpt-5-beast-mode.agent.md: Introduces a GPT-5 "Beast Mode" agent with explicit operating principles, tool usage policies, workflow, guardrails, and stop conditions for safe, autonomous, and ambitious code changes.

Agent and Developer Onboarding Documentation:

  • Added .github/copilot-instructions.md: Provides comprehensive, project-specific guidelines for AI coding agents, covering architecture, key components, developer workflows, conventions, integration points, and best practices for contributing to the ScyllaDB driver.

Project Exploration Prompt:

  • Added .github/prompts/explore-project.prompt.md: Supplies a prompt for agents to generate a concise overview of the project, including frameworks, APIs, and structure, to improve Copilot's codebase indexing and search.

@nikagra nikagra requested a review from dkropachev January 8, 2026 19:10
@dkropachev dkropachev merged commit 05b65f6 into scylladb:scylla-4.x Jan 12, 2026
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@nikagra nikagra deleted the ai-agent-instructions branch January 12, 2026 17:54
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2 participants