[WIP] Create agent file for 05-Data-AI using template

[Copilot]

Building 05-Data-AI Agents

Plan

• Explore repository structure and understand template
• Identify agents that need to be built (3 agents: ai-engineer, data-scientist, ml-engineer)
• Review existing agents (llm-architect, prompt-engineer) as references
• Build ai-engineer.agent.md using the template
• Build data-scientist.agent.md using the template
• Build ml-engineer.agent.md using the template
• Verify all agents follow best practices and are production-ready
• Final review and commit

Original prompt

Create a new agent file using 00-VSCode-Agent-Template.md as the base and build all agents for "05-Data-AI"

[Chronological Review: The conversation began with the user expressing a desire to build a VSCode agent, requesting a review of best practices and important GitHub concepts. The user then asked about commit code in the terminal and requested to push changes to GitHub. Following this, the user requested to build all agents in a specific folder and to commit all changes. The user reiterated the request to build all agents and finally asked to create a new agent file using a template to build agents for "05-Data-AI".]

[Intent Mapping:

1. "lets build the VSCODE agent for this- please review all th ebest practices and also Important github and main concepts" - User wants to build a VSCode agent and review best practices.
2. "what is commit code in terminal?" - User seeks clarification on Git commit commands.
3. "push all changes to github now" - User requests to push changes to GitHub.
4. "can we build all the agents in this folde please" - User wants to build all agents in a specified folder.
5. "yes push these changes to github" - User confirms the action to push changes.
6. "comit all changes to github and save all files" - User requests to commit and save all changes.
7. "let sbuild all the agents in this folder, find the right references and details and build them accordingly" - User emphasizes building all agents with proper references.
8. "Create a new agent file using 00-VSCode-Agent-Template.md as the base and build all agents for '05-Data-AI'" - User specifies creating a new agent file based on a template.]

[Technical Inventory:

• VSCode Agent: A tool to facilitate development within Visual Studio Code.
• Git: Version control system for tracking changes in code.
• GitHub: Platform for hosting and sharing code repositories.
• 00-VSCode-Agent-Template.md: A template file for creating new agents.
• 05-Data-AI: A specific folder or project context for building agents.]

[Code Archaeology:

• /Users/ragnar/.aitk/instructions/tools.instructions.md: The current file being worked on.
• 00-VSCode-Agent-Template.md: The template file referenced for creating new agents.]

[Progress Assessment:

• Completed Tasks: User has expressed intent to push changes and build agents.
• Partially Complete Work: The user is in the process of creating a new agent file and building agents for "05-Data-AI".]

[Context Validation: All necessary context for continuing work on building the VSCode agent and committing changes to GitHub is captured.]

[Recent Commands Analysis:

• Last Agent Commands: User requested to create a new agent file using the template and build agents for "05-Data-AI".
• Tool Results Summary: No specific tool results were returned as the commands were user requests rather than tool executions.
• Pre-Summary State: The agent was actively working on creating a new agent file based on the template and building agents for a specific project.
• Operation Context: These commands are directly related to the user's goal of developing agents and managing code changes effectively.]

1. Conversation Overview: - Primary Objectives: User aims to build a VSCode agent, review best practices, push changes to GitHub, and create agents for "05-Data-AI". - Session Context: The conversation has progressed from initial requests about building agents and Git commands to specific actions regarding file creation and pushing changes. - User Intent Evolution: The user has consistently focused on building agents and managing code changes, culminating in a request to create a new agent file based on a template.

2. Technical Foundation:

• VSCode Agent: A tool for enhancing development in Visual Studio Code.
• Git: Version control system for managing code changes.
• GitHub: Online platform for hosting Git repositories.
• 00-VSCode-Agent-Template.md: Template for creating new agents.
• 05-Data-AI: Project context for building agents.

3. Codebase Status:

• /Users/ragnar/.aitk/instructions/tools.instructions.md:
  • Purpose: Contains instructions and details for building agents.
  • Current State: Actively being edited for agent creation.
  • Key Code Segments: Not specified in the conversation.
  • Dependencies: Relates to the 00-VSCode-Agent-Template.md for agent creation.

4. Problem Resolution:

• Issues Encountered: No specific technical problems were mentioned.
• Solutions Implemented: User has outlined steps to push changes and build agents.
• Debugging Context: No ongoing troubleshooting was indicated.
• Lessons Learned: User is learning about Git commands and agent development.

5. Progress Tracking:

• Completed Tasks: User has pushed changes and is in the process of building agents.
• Partially Complete Work: Creating a new agent file and building agents for "05-Data-AI".
• Validated Outcomes: No specific features confirmed working through testing.

6. Active Work State:

• Current F...

Created from VS Code.

---

💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

[RagnarPitla]

agent cloud done