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Co-authored-by: Jason Woltje <jason@diversecanvas.com>
Co-committed-by: Jason Woltje <jason@diversecanvas.com>
2026-02-21 22:05:07 +00:00

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# AGENTS.md — Mosaic Stack
Guidelines for AI agents working on this codebase.
## Quick Start
1. Read `CLAUDE.md` for project-specific patterns
2. Check this file for workflow and context management
3. Use `TOOLS.md` patterns (if present) before fumbling with CLIs
## Context Management
Context = tokens = cost. Be smart.
| Strategy | When |
| ----------------------------- | -------------------------------------------------------------- |
| **Spawn sub-agents** | Isolated coding tasks, research, anything that can report back |
| **Batch operations** | Group related API calls, don't do one-at-a-time |
| **Check existing patterns** | Before writing new code, see how similar features were built |
| **Minimize re-reading** | Don't re-read files you just wrote |
| **Summarize before clearing** | Extract learnings to memory before context reset |
## Workflow (Non-Negotiable)
### Code Changes
```
1. Branch → git checkout -b feature/XX-description
2. Code → TDD: write test (RED), implement (GREEN), refactor
3. Test → pnpm test (must pass)
4. Push → git push origin feature/XX-description
5. PR → Create PR to main
6. Review → Wait for approval or self-merge if authorized
7. Close → Close related issues via API
```
**Never merge directly to main without a PR.**
### Issue Management
```bash
# Get Gitea token
TOKEN="$(jq -r '.gitea.mosaicstack.token' ~/src/jarvis-brain/credentials.json)"
# Create issue
curl -s -H "Authorization: token $TOKEN" -H "Content-Type: application/json" \
"https://git.mosaicstack.dev/api/v1/repos/mosaic/stack/issues" \
-d '{"title":"Title","body":"Description","milestone":54}'
# Close issue (REQUIRED after merge)
curl -s -X PATCH -H "Authorization: token $TOKEN" -H "Content-Type: application/json" \
"https://git.mosaicstack.dev/api/v1/repos/mosaic/stack/issues/XX" \
-d '{"state":"closed"}'
# Create PR (tea CLI works for this)
tea pulls create --repo mosaic/stack --base main --head feature/XX-name \
--title "feat(#XX): Title" --description "Description"
```
### Commit Messages
```
<type>(#issue): Brief description
Detailed explanation if needed.
Closes #XX, #YY
```
Types: `feat`, `fix`, `docs`, `test`, `refactor`, `chore`
## TDD Requirements
**All code must follow TDD. This is non-negotiable.**
1. **RED** — Write failing test first
2. **GREEN** — Minimal code to pass
3. **REFACTOR** — Clean up while tests stay green
Minimum 85% coverage for new code.
## Token-Saving Tips
- **Sub-agents die after task** — their context doesn't pollute main session
- **API over CLI** when CLI needs TTY or confirmation prompts
- **One commit** with all issue numbers, not separate commits per issue
- **Don't re-read** files you just wrote
- **Batch similar operations** — create all issues at once, close all at once
## Key Files
| File | Purpose |
| ------------------------------- | ----------------------------------------- |
| `CLAUDE.md` | Project overview, tech stack, conventions |
| `CONTRIBUTING.md` | Human contributor guide |
| `apps/api/prisma/schema.prisma` | Database schema |
| `docs/` | Architecture and setup docs |
---
_Model-agnostic. Works for Claude, MiniMax, GPT, Llama, etc._