Skills bundle for the Amplifier project
概览
Skills tool and Microsoft-curated skills collection for Amplifier agents, following the Agent Skills specification. 1. Track the Agent Skills standard as it evolves, maintaining compatibility with specification updates. 2. Support Anthropic Skills 2.0 and emerging multi-provider skill formats as the ecosystem grows. 3. Welcome broader community contributions as the skills ecosystem matures beyond Microsoft-curated content. 4. Demonstrate lightweight agents-as-skills using the enhanced fork execution format (context: fork). 5. Provide practical skills-vs-agents guidance to help developers choose the right tool for their use case. Packages the tool-skills module (at modules/tool-skills/) with context instructions and a curated collection of reusable skills into composable behaviors for any Amplifier bundle. The tool-skills module is now maintained in this repository; the standalone amplifier-module-tool-skills repo is deprecated.
README
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amplifier-bundle-skills
Skills tool and Microsoft-curated skills collection for Amplifier agents, following the Agent Skills specification.
Vision
This repository pursues five goals:
- Track the Agent Skills standard as it evolves, maintaining compatibility with specification updates.
- Support Anthropic Skills 2.0 and emerging multi-provider skill formats as the ecosystem grows.
- Welcome broader community contributions as the skills ecosystem matures beyond Microsoft-curated content.
- Demonstrate lightweight agents-as-skills using the enhanced fork execution format (
context: fork). - Provide practical skills-vs-agents guidance to help developers choose the right tool for their use case.
What This Does
Packages the tool-skills module (at modules/tool-skills/) with context instructions and a curated collection of reusable skills into composable behaviors for any Amplifier bundle. The tool-skills module is now maintained in this repository; the standalone amplifier-module-tool-skills repo is deprecated.
Behaviors
| Behavior | What you get | Use when |
|---|---|---|
skills:behaviors/skills |
Tool + instructions + curated skills | Default – batteries included |
skills:behaviors/skills-tool |
Tool + instructions only | Your bundle brings its own skills |
Curated Skills
| Skill | Description |
|---|---|
| image-vision | LLM-based image analysis across multiple providers (Anthropic, OpenAI, Gemini, Azure) |
| code-review | Parallel code review — spawns 3 agents (code reuse, quality, efficiency) to review recent changes |
| mass-change | Parallel work orchestration — decomposes large changes into 5-30 independent units |
| engineering-patterns | Thirteen engineering pattern guides behind one catalog entry — CLI packaging, one-line installers, config/state, HTTP services, auth/TLS, file IPC, plugin discovery, instance storage, container orchestration, React microfrontends, MS Graph integration, self-managing tools, Amplifier tool leverage. Each is an L3 reference read on demand. |
| session-debug | Session diagnostics — diagnoses misconfigured tools, failing operations, unexpected behavior |
| skills-assist | Skills expert — authoritative consultant for authoring, spec, compatibility, and skills-vs-agents guidance |
| monitor | Bounded polling loop — watch a thing until it finishes, fails, or needs you, so the end-of-turn notification fires honestly |
| retrospective | Review how work went, preserve what helped, and choose up to three improvements for the next round |
| create-demo-video | Produce a narrated demo video of something you built, from a storyboard and real recordings, using the vid, aud, unfold, showrun, and Stories smart tools |
Retrospectives
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安装
npx skillfish add microsoft/amplifier-bundle-skills