Use when the workflow is too slow, too expensive, or both and needs latency, cost, or token usage optimization.
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sharpdeveye/maestro5912026年4月29日 更新
免费在 GitHub 公开
adapt-workflow
Use when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.
中文简介正在准备中。当前显示原文说明。
sharpdeveye/maestro星标 591(GitHub 591 + cccskills 0)
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查看安装方法包含的文件（1）
- SKILL.md2.3 KB
SKILL.md（原文）
安装前可以查看交给 AI 代理的指令内容。
MANDATORY PREPARATION
Invoke /agent-workflow — it contains workflow principles, anti-patterns, and the Context Gathering Protocol. Follow the protocol before proceeding — if no workflow context exists yet, you MUST run /teach-maestro first. Additionally gather: what the workflow is being adapted to.
Adapt a working workflow for a different context.
Adaptation Assessment
| Dimension | Current | Target | Impact |
|---|---|---|---|
| Model provider | ? | ? | Prompt format, capabilities, pricing |
| Model tier | ? | ? | Context window, reasoning ability |
| Deployment env | ? | ? | Latency, availability, compliance |
| Team structure | ? | ? | Monitoring, escalation, ownership |
| Data sensitivity | ? | ? | Guardrails, logging, access controls |
Provider Adaptation
- Prompt format: Adjust for provider-specific features
- Context limits: Resize context budget for different window sizes
- Capability gaps: Identify features available in one provider but not another
- Pricing model: Recalculate cost estimates
- API differences: Update tool calling interfaces, error handling, retry logic
Environment Adaptation
- Latency requirements: Adjust timeout values, caching strategy
- Compliance: Add or adjust guardrails, logging, and data handling
- Scale: Adjust concurrency limits, batch sizes
- Monitoring: Adapt alerting thresholds
Adaptation Checklist
- All provider-specific APIs updated
- Context budget recalculated for target model
- Cost estimates updated with target pricing
- Guardrails adjusted for target compliance requirements
- Tests updated and passing in target environment
- Documentation updated for target team
Recommended Next Step
After adaptation, run /evaluate to verify the workflow performs correctly in the target environment, then /diagnose for a full health check.
NEVER:
- Assume prompts work identically across providers
- Copy production config to development without adjusting guardrails
- Adapt without updating the evaluation suite
- Skip cost re-estimation
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同一仓库的技能
Use when any Maestro command is invoked — provides foundational workflow design principles across prompt engineering, context management, tool orchestration, agent architecture, feedback loops, knowledge systems, and guardrails.
中文简介正在准备中。当前显示原文说明。
sharpdeveye/maestro5912026年4月29日 更新
amplify
免费Use when the workflow works but needs to handle more complex cases or produce higher-quality output through better tools, context, prompts, or models.
中文简介正在准备中。当前显示原文说明。
sharpdeveye/maestro5912026年4月29日 更新
Use when workflow components are inconsistent, naming conventions vary, or a new team member's work needs alignment to project standards.
中文简介正在准备中。当前显示原文说明。
sharpdeveye/maestro5912026年4月29日 更新
capture
免费Capture a session summary — what was done, what decisions were made, and what to do next.
中文简介正在准备中。当前显示原文说明。
sharpdeveye/maestro5912026年4月29日 更新
chain
免费Use when the workflow needs multi-step processing with sequential, parallel, or conditional tool compositions and proper data flow.
中文简介正在准备中。当前显示原文说明。
sharpdeveye/maestro5912026年4月29日 更新