# Adapt Workflow

> Use when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.

- **Type:** Skill
- **Install:** `agentstack add skill-sharpdeveye-maestro-adapt-workflow`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [sharpdeveye](https://agentstack.voostack.com/s/sharpdeveye)
- **Installs:** 0
- **Category:** [Agent Skills](https://agentstack.voostack.com/c/agent-skills)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [sharpdeveye](https://github.com/sharpdeveye)
- **Source:** https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflow
- **Website:** https://maestroskills.dev

## Install

```sh
agentstack add skill-sharpdeveye-maestro-adapt-workflow
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

## 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

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [sharpdeveye](https://github.com/sharpdeveye)
- **Source:** [sharpdeveye/maestro](https://github.com/sharpdeveye/maestro)
- **License:** MIT
- **Homepage:** https://maestroskills.dev

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-sharpdeveye-maestro-adapt-workflow
- Seller: https://agentstack.voostack.com/s/sharpdeveye
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.