Home / microsoft / amplifier-bundle-skills · modules/tool-skills/tests/fixtures/skills/amplifier-philosophy/SKILL.md · GitHub

amplifier-philosophy skillA

amplifier-philosophy is agent-read markdown (skill) from microsoft/amplifier-bundle-skills: Amplifier design philosophy using Linux kernel metaphor. Covers mechanism vs policy, module architecture, event-driven design, and kernel principles. Use when designing new modules or making architectural decisions..

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What the file says

# Amplifier Philosophy: The Linux Kernel Metaphor

## Core Principle: Mechanism Not Policy

**If two teams might want different behavior, it belongs in a module, not the kernel.**

The kernel provides mechanisms (mount, emit, dispatch). Modules provide policies (what to mount, when to emit, how to handle).

## Architecture Patterns

### Kernel (amplifier-core)

**Keep it minimal and stable:**
- Session management (`session_create`, `mount`, `unmount`)
- Event emission (`emit`)
- Hook registration
- Context access

**Never add to kernel:**
- Provider selection
- Tool routing
- Plan generation
- Default behaviors
- File I/O

### Modules (Everything Else)

**All capabilities as modules:**
- **Providers**: LLM backends (Anthropic, OpenAI, Ollama)
- **Tools**: Capabilities (filesystem, bash, web)
- **Orchestrators**: Execution strategies
- **Context Managers**: State management
- **Hooks**: Lifecycle observers

## Mount Point System

Think of modules as **devices mounted at paths**:

```
/mnt/providers/{name}  - LLM backends
/mnt/tools/{name}      - Agent capabilities
/mnt/hooks/{event}     - Lifecycle observers
/mnt/context           - Conversation state
…

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Source

GitHub

microsoft/amplifier-bundle-skills · 12 stars · license MIT · pushed 2026-09-23 · branch main

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