Feature Request: Expand AI Agent Support (Antigravity CLI, Grok-Build, GitHub Copilot Agent CLI, and custom agents)

Summary

Currently, lat.md provides integrations and workflow support for several popular AI coding assistants. To make lat.md accessible to a broader ecosystem of developer tooling, we propose adding official integration guidelines, prompt templates, rule files, and CLI helper commands/configurations for additional AI coding agents—specifically Antigravity (agy) CLI, Grok-Build, GitHub Copilot Agent CLI, and generic MCP/agent extensions.

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Proposed Feature / Enhancements

1. Dedicated Integration Rules & Workflows

• Antigravity (agy) CLI:
  • Provide native rule/skill integration support for Antigravity agents (e.g., custom skills or .gemini/config/rules/ for lat.md).
  • Ensure agents running via agy automatically recognize lat.md/ context, leverage lat search, and run lat check prior to completing turns.
• Grok-Build:
  • Add configuration templates and system prompt snippets tailored for Grok-Build pipelines to enforce lat.md schema validation and referential integrity checking (lat check).
• GitHub Copilot Agent CLI:
  • Add instructions, prompt files, or custom agents/instructions files (e.g. .github/copilot-instructions.md) optimized for GitHub Copilot Agent CLI workflows to interact with lat.md knowledge graphs.

2. Standardized Agent Tooling Protocol / MCP Server Support

• Provide a standardized MCP (Model Context Protocol) tool wrapper or guidelines around lat search and lat check so any custom agent adhering to standard agent protocols can query the lat.md knowledge graph seamlessly.

3. Documentation & Setup Presets

• Add a lat init --agent <name> flag or presets in lat.md to automatically generate agent-specific configuration/instruction files (e.g., lat init --agent agy, lat init --agent copilot, or lat init --agent grok).

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Benefits

• Broader Ecosystem Reach: Enables developers using agy CLI, Grok-Build, or GitHub Copilot Agent CLI to maintain codebase knowledge graphs effortlessly.
• Reduced Drift: Ensuring AI agents run lat check across different CLI ecosystems prevents documentation rot regardless of which assistant tool developers prefer.

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Additional Context / Implementation Notes

We are willing to help test or submit PRs for skill/instruction definitions and integration docs for agy CLI, Copilot Agent CLI, and other agent tools.