xiaohongshu
xiaohongshu
minimum-viable-agentic
Guide creation of minimum viable agentic layer for a codebase. Use when starting agentic coding in a new project, bootstrapping essential components, or creating the minimal scaffolding for agent success.
Full skill instructions
Guide teams through creating the essential agentic layer components to start agentic coding.
"For your minimum viable agentic layer, you really only need these pieces: AI developer workflow directory, prompts, and plans."
project/
├── specs/ # Plans for agents
│ └── (generated plans go here)
├── .claude/
│ └── commands/ # Agentic prompts
│ ├── chore.md # Chore planning
│ └── implement.md # Implementation HOP
└── adws/ # AI Developer Workflows
├── adw_modules/
│ └── agent.py # Core execution
└── adw_chore_implement.py # Gateway script
Total: 4-5 files to bootstrap.
mkdir -p specs
mkdir -p .claude/commands
mkdir -p adws/adw_modules
.claude/commands/chore.md:
# Chore Planning
Create a detailed plan for this chore task.
## Task
$ARGUMENTS
## Output
Create a spec file at: specs/chore-{adw_id}-{name}.md
Include:
- Task description
- Files to modify
- Step-by-step implementation
- Validation criteria
.claude/commands/implement.md:
# Implementation
Implement the plan provided.
## Plan File
$ARGUMENTS
Read the plan file and implement each step.
Report changes with git diff --stat when complete.
adws/adw_modules/agent.py:
adws/adw_chore_implement.py:
After setup, verify:
specs/ directory exists.claude/commands/chore.md exists.claude/commands/implement.md existsadws/adw_modules/agent.py exists| Phase | Time | Activities |
|---|---|---|
| Setup | 2 hours | Directory structure, basic templates |
| Agent module | 2-4 hours | Core execution code |
| Gateway script | 1-2 hours | First composed workflow |
| Total | 5-8 hours | MVP complete |
After MVP, add progressively:
## Minimum Viable Agentic Layer Setup
**Project:** {name}
**Status:** Ready for Implementation
### Files to Create
1. **specs/** (directory)
- Will contain generated plans
2. **.claude/commands/chore.md**
- Chore planning template
- Generates specs from descriptions
3. **.claude/commands/implement.md**
- Implementation HOP
- Executes generated plans
4. **adws/adw_modules/agent.py**
- Core agent execution
- Subprocess handling
- Output management
5. **adws/adw_chore_implement.py**
- Gateway script
- Composes chore + implement
### Implementation Order
1. Create directories
2. Add chore.md template
3. Add implement.md template
4. Create agent.py module
5. Create gateway script
6. Test end-to-end
### Estimated Time
5-8 hours to production-ready MVP
Date: 2025-12-26 Model: claude-opus-4-5-20251101
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