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amplifier-philosophy Skill

AI Agent SkillPythonOpen source

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. Published by microsoft in amplifier-module-tool-skills.

What is amplifier-philosophy Skill?

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. Published by microsoft in amplifier-module-tool-skills. This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.

Trust signal
95/100
Maintenance signal
90/100
Adoption signal
21/100

Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.

Key capabilities

  • Includes SKILL.md support
  • Reusable instructions support
  • Design and media
  • Design and media use cases

Technical details

Copy skill directory
  • Install or run with Copy skill directory

When to use amplifier-philosophy Skill

  • Use it for design and media.

Built with

PythonCopy skill directory

Editorial notes

Source

  • Creator: microsoft
  • Repository: microsoft/amplifier-module-tool-skills
  • Skill file: tests/fixtures/skills/amplifier-philosophy/SKILL.md

What it does

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.

Skill instructions

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 (sessioncreate, 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

Explore related resources

Frequently asked questions

What is amplifier-philosophy?

amplifier-philosophy is a open-source AI agent skill with Copy skill directory. Amplifier design philosophy using Linux kernel metaphor. Covers mechanism vs policy, module architecture, event-driven design, and kernel principles.

Who is amplifier-philosophy best for?

amplifier-philosophy is best for reusing agent instructions, scripts, and references, design and media workflows.

How do I install amplifier-philosophy?

Install or run amplifier-philosophy using Copy skill directory. Check amplifier-philosophy for the latest setup command.

Is amplifier-philosophy actively maintained?

amplifier-philosophy may need a closer maintenance check before production use.

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Stars
6
Forks
7
Last commit
9 days ago
Repository age
7 months
License
MIT

Auto-fetched from GitHub.

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