three-layer-agent-stack
✓Use when building AI-powered products or agents, when raw model intelligence isn't enough to solve user problems, or when designing the architecture for agentic workflows
Installation
SKILL.md
A framework for building effective AI agents by synchronizing innovation across three distinct layers: Model, API, and Harness. Success requires tight integration—not treating the model as a black box.
Core principle: Features like "compaction" (long-running tasks) require simultaneous changes across all three layers.
| Full-Stack Iteration | Changes often need Model + API + Harness together | | Harness Specificity | Models perform best when trained for specific environments | | Feedback Loops | Product usage (Harness) must inform model training | | Safety Sandboxing | Harness provides secure environment for code execution |
Use when building AI-powered products or agents, when raw model intelligence isn't enough to solve user problems, or when designing the architecture for agentic workflows Source: coowoolf/insighthunt-skills.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/coowoolf/insighthunt-skills --skill three-layer-agent-stack- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-02
- Updated
- 2026-02-18
Quick answers
What is three-layer-agent-stack?
Use when building AI-powered products or agents, when raw model intelligence isn't enough to solve user problems, or when designing the architecture for agentic workflows Source: coowoolf/insighthunt-skills.
How do I install three-layer-agent-stack?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/coowoolf/insighthunt-skills --skill three-layer-agent-stack Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/coowoolf/insighthunt-skills
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-02