AgentSkillsCN

amplifier-skill

将复杂任务委托给 Microsoft Amplifier，由代码辅助工具来完成。当用户明确要求使用 Amplifier、将任务委托给 Amplifier、检查 Amplifier 的历史记录或上下文，或发现 Amplifier 代理和捆绑包时，请使用此功能。在受限环境中，应优先采用保守的委托策略，并以 CLI 为先进行发现，同时提供文件系统回退机制。

SKILL.md
--- frontmatter
name: amplifier-skill
description: Delegate complex work to Microsoft Amplifier from coding assistants. Use when users explicitly ask to use Amplifier, delegate to Amplifier, inspect Amplifier history/context, or discover Amplifier agents and bundles. Prefer conservative delegation and use CLI-first discovery with filesystem fallbacks in restricted environments.

Amplifier Skill

Delegate only on explicit Amplifier intent and keep simple local work local.

Workflow

1. Run preflight checks

Verify Amplifier is available before delegating:

bash
command -v amplifier
amplifier --help
amplifier provider current

If provider state is missing or invalid, instruct:

bash
amplifier init

2. Decide whether to delegate

Delegate when the user is explicit about Amplifier, for example:

  • •"use Amplifier"
  • •"delegate to Amplifier"
  • •"show Amplifier context/history"
  • •"what agents does Amplifier have?"

Keep local when the task is a quick edit, simple shell command, obvious fix, or routine repo search.

When intent is ambiguous, ask one short clarification instead of auto-delegating.

3. Delegate tasks to Amplifier

Use single-shot delegation:

bash
amplifier run "<task description>"

Use multi-turn delegation:

bash
amplifier
amplifier continue
amplifier session resume <session-id>

Use optional targeting only when the user asks:

bash
amplifier run --bundle <bundle-name> "<task description>"
amplifier run --provider <provider-name> "<task description>"

4. Query session context safely

Use the helper script first:

bash
./scripts/session_context.sh --project "$PWD" --limit 10
./scripts/session_context.sh --all-projects --limit 10

The script uses amplifier session list first, then falls back to ~/.amplifier/projects/**/metadata.json parsing when runtime access is blocked.

5. Discover agents without hardcoding catalogs

Use the helper script first:

bash
./scripts/list_agents.sh
./scripts/list_agents.sh --bundle foundation

The script tries runtime commands first, then parses cached manifests under ~/.amplifier/cache/*/bundle.md.

For bundle-level inspection:

bash
amplifier bundle list
amplifier bundle current
amplifier bundle show <bundle-name>

6. Handle failure modes

If amplifier is missing, instruct installation:

bash
uv tool install git+https://github.com/microsoft/amplifier

If runtime commands fail in sandboxed/restricted sessions, keep moving with the helper script fallbacks and summarize what data was available.

If no sessions or agents are found, return a clear empty-state response and next command to run.

Guardrails

  • •Delegate conservatively: explicit intent only.
  • •Avoid stale hardcoded model, bundle, or agent lists.
  • •Prefer dynamic discovery over static documentation snapshots.
  • •Summarize Amplifier output and next steps after delegation completes.