Agentic Workflow Designer
dotnet/Open-XML-SDK
Interviews you one question at a time about goal, trigger, permissions and data needs, then drafts a single agentic workflow markdown file.
A skill your agent uses when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.
Install Adapt Workflow
$ npx skills add sharpdeveye/maestro --skill adapt-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sharpdeveye/maestro adapt-workflow --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sharpdeveye/maestro.git skills-src && mkdir -p .claude/skills && cp -r skills-src/source/skills/adapt-workflow .claude/skills/adapt-workflow && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "adapt-workflow" agent skill from https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflow into .claude/skills/adapt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapt-workflow", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflowType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sharpdeveye/maestro --skill adapt-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sharpdeveye/maestro adapt-workflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sharpdeveye/maestro.git skills-src && mkdir -p .agents/skills && cp -r skills-src/source/skills/adapt-workflow .agents/skills/adapt-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "adapt-workflow" agent skill from https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflow into .agents/skills/adapt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapt-workflow", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sharpdeveye/maestro --skill adapt-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sharpdeveye/maestro adapt-workflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sharpdeveye/maestro.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/source/skills/adapt-workflow .cursor/skills/adapt-workflow && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "adapt-workflow" agent skill from https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflow into .cursor/skills/adapt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapt-workflow", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sharpdeveye/maestro.git --path source/skills/adapt-workflow--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sharpdeveye/maestro --skill adapt-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sharpdeveye/maestro adapt-workflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sharpdeveye/maestro.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/source/skills/adapt-workflow .gemini/skills/adapt-workflow && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "adapt-workflow" agent skill from https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflow into .gemini/skills/adapt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapt-workflow", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sharpdeveye/maestro adapt-workflowInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sharpdeveye/maestro --skill adapt-workflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sharpdeveye/maestro.git skills-src && mkdir -p .github/skills && cp -r skills-src/source/skills/adapt-workflow .github/skills/adapt-workflow && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "adapt-workflow" agent skill from https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflow into .github/skills/adapt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapt-workflow", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sharpdeveye/maestro --skill adapt-workflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sharpdeveye/maestro adapt-workflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sharpdeveye/maestro.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/source/skills/adapt-workflow .opencode/skills/adapt-workflow && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "adapt-workflow" agent skill from https://github.com/sharpdeveye/maestro/tree/main/source/skills/adapt-workflow into .opencode/skills/adapt-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "adapt-workflow", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
adapt-workflow- GitHub stars
- 592
- Token cost
- ~597 tokens
- SKILL.md length
- 236 words
- Files
- 1
- Skills in repo
- 25
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.
- Porting a workflow to a different AI provider
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Deployment environment
- Organizational context
What it does
Adapt Workflow is an agent skill from sharpdeveye/maestro. Use when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.
Its SKILL.md is about 600 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: Workflow fluency for AI coding agents. 1 core skill · 25 commands · 7 domain references · memory layer · audit trail — works across Cursor, Claude Code, Gemini CLI, Copilot, and… The licence is MIT.
When your agent uses it
- Porting a workflow to a different AI provider
- Deployment environment
- Organizational context
Example prompts
- “/adapt-workflow”
What it can do on your machine
Read from SKILL.md and the folder at commit 00f9115. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Adapt Workflow loads about 597 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 236 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from sharpdeveye/maestro at commit 00f9115, republished under its MIT licence (© sharpdeveye). 236 words, ~597 tokens.
Download SKILL.mdSave it as
.claude/skills/adapt-workflow/SKILL.md (or your agent's skills folder).- name
- adapt-workflow
- description
- Use when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.
- argument-hint
- [target context]
- category
- utility
- version
- 2.0.0
- user-invocable
- true
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
© sharpdeveye, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in source/skills/adapt-workflow of sharpdeveye/maestro.
Open the folder on GitHubat commit 00f9115
Compare with similar skills
Adapt Workflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Adapt Workflow this skillsharpdeveye/maestro | 592 | — | ~597 | Automated safety check: Pass | MIT | |
| Agentic Workflow Designerdotnet/Open-XML-SDK | 4.6k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Bug AuditVasiHemanth/tokentelemetry | 376 | — | ~1k | Automated safety check: Pass | MIT | |
| Apex Context Managementjonathan-vella/apex | 217 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Files Memory SystemLeoYeAI/openclaw-master-skills | 2.2k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Knowledge FeedbackStanshy/AgentHub | 202 | — | ~549 | Automated safety check: Notes | MIT |
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- Official
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Apex Context Management
jonathan-vella/apex
UTILITY SKILL — Two-mode context-window management. An agent skill from jonathan-vella/apex.
Files Memory System
LeoYeAI/openclaw-master-skills
Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation.
Knowledge Feedback
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Scan child projects for pitfalls and propose company standard updates
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More from sharpdeveye/maestro
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sharpdeveye/maestro
A skill your agent uses when the workflow is too slow, too expensive, or both and needs latency, cost, or token usage optimization.
Chain
sharpdeveye/maestro
A skill your agent uses when the workflow needs multi-step processing with sequential, parallel, or conditional tool compositions and proper data flow.
Compose
sharpdeveye/maestro
A skill your agent uses when a single agent demonstrably cannot handle the task and multi-agent coordination is justified.
Diagnose
sharpdeveye/maestro
A skill your agent uses when the user wants to find problems, audit workflow quality, or get a comprehensive health check on their AI workflow.
Extract Pattern
sharpdeveye/maestro
A skill your agent uses when the user wants to create templates, extract reusable patterns, document solutions, or build a pattern library from working workflows.
Fortify
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A skill your agent uses when the workflow lacks error handling, has been failing in production, or needs retry logic, fallback strategies, and circuit breakers.
Related
Questions about Adapt Workflow
What does Adapt Workflow do?
A skill your agent uses when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context. Adapt Workflow is an agent skill from sharpdeveye/maestro. Use when porting a workflow to a different AI provider, deployment environment, model tier, or organizational context.
When should I use Adapt Workflow?
Adapt Workflow fits situations like: porting a workflow to a different AI provider; deployment environment; organizational context.
How do I install Adapt Workflow in Claude Code?
Run `npx skills add sharpdeveye/maestro --skill adapt-workflow -a claude-code`. Or copy the skill folder (source/skills/adapt-workflow in sharpdeveye/maestro) into .claude/skills/adapt-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Adapt Workflow in Codex?
Run `npx skills add sharpdeveye/maestro --skill adapt-workflow -a codex`. Or copy the skill folder (source/skills/adapt-workflow in sharpdeveye/maestro) into .agents/skills/adapt-workflow in your project. Codex loads it when a task matches its description.
Can I use Adapt Workflow in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sharpdeveye/maestro --skill adapt-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/adapt-workflow, .gemini/skills/adapt-workflow, .github/skills/adapt-workflow and .opencode/skills/adapt-workflow in your project.
What does Adapt Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Adapt Workflow is instructions for the agent only.
Does Adapt Workflow access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Adapt Workflow safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Adapt Workflow use?
Adapt Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Adapt Workflow use?
About 597 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Adapt Workflow?
Skills that share tags, products or a category with Adapt Workflow: Agentic Workflow Designer (dotnet/Open-XML-SDK, 4.6k stars), Bug Audit (VasiHemanth/tokentelemetry, 376 stars), Apex Context Management (jonathan-vella/apex, 217 stars) and Files Memory System (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Adapt Workflow?
sharpdeveye (a GitHub user) maintains it in sharpdeveye/maestro, which has 592 GitHub stars. The repository holds 25 skills in this directory. The repository was last updated on April 29, 2026.
Source: sharpdeveye/maestro on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.