Documentation Index
Fetch the complete documentation index at: https://jacobpevans-docs-automation-surface.mintlify.app/llms.txt
Use this file to discover all available pages before exploring further.
File an issue, grab coffee, come back to a PR. Not quite there yet — but close enough to be dangerous.The AI development surface is opinionated, not magical. Each model has a sweet spot. Each tool has a role. Universal configuration lives in one place so every IDE, every agent, every CLI reads the same rules.
The tools landscape
| Layer | Repo / tool | What it owns |
|---|---|---|
| Universal config | Assistant rules | CLAUDE.md, AGENTS.md, rules, permissions, workflows — read by every AI tool |
| Cloud models | Claude Code, Gemini CLI, GitHub Copilot | The IDEs and CLIs that do the work |
| Local inference | MLX | Apple Silicon-native model inference for typo fixes, quick edits, no cloud tokens |
| Extensions | Claude Code plugins, claude-code-routines, ai-workflows, raycast-smart-issue | Commands, scheduled agents, Copilot workflows, Raycast UI on top of MLX |
Model routing
- Claude — multi-file refactors, deep reasoning, agentic loops. Default for non-trivial work.
- Gemini — second opinions, code review, broad context.
- GitHub Copilot — line-level completions inside the editor. Cheap for high-volume routine work.
- Local MLX — typo fixes, quick edits, anything where burning cloud tokens makes no sense.
~/CLAUDE.md and AGENTS.md, sourced from ai-assistant-instructions. See Repo boundaries for how rules, plugins, and docs are split across three repositories.
Repos in this section
Repo boundaries
How rules, plugins, and docs are split across three repositories.
ai-assistant-instructions
Universal AI configuration layer. Rules, permissions, workflows, agents. Loaded by every AI tool.
claude-code-plugins
Commands, skills, hooks, agents for Claude Code. Project-specific automation.
claude-code-routines
Scheduled remote-agent routines on Claude.ai. Cron-driven Claude tasks for GitHub ops.
ai-workflows
Reusable GitHub Copilot agentic workflows. Repo-level agent recipes.
raycast-smart-issue
Raycast extension. AI-drafted GitHub issues via a local MLX model.
nix-ai
The Nix package layer that ships every AI CLI to your shell.