# AI use cases for Autoprompt Skill (Spielewoy/autoprompt-skill)

Repo: [Spielewoy/autoprompt-skill](https://github.com/Spielewoy/autoprompt-skill) | Use cases: 4 | Page: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/

Autoprompt is a coding-agent skill that reviews, fixes, and rechecks a coding task inside supported coding agents.

This file holds every use case of this repo. Each one starts with a "## " heading and ends with its URL.

- Fix a bug and add a regression test with Claude Code: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/fix-bug-with-regression-test-claude-code/
- Build a multi-part feature with parallel Codex work: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/build-multi-part-feature-parallel-codex/
- Compare options against a codebase before deciding: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/compare-options-against-codebase-hermes/
- Migrate many files with a capped parallel run: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/migrate-many-files-capped-parallel-grok/

## How to fix a bug and add a regression test with Claude Code with Autoprompt Skill

Repo: [Spielewoy/autoprompt-skill](https://github.com/Spielewoy/autoprompt-skill) | Difficulty: Intermediate | Time: 45 minutes | Basis: From the README

Send a bug fix goal to Claude Code through Autoprompt and get a fix plus a regression test.

**Who it is for:** A developer with a reproducible bug in a project that uses Claude Code, who wants the fix checked and a test added before merging.

**The problem:** A single coding-agent pass can miss edge cases or leave a fix untested, so the developer has to review and rerun it by hand.

**The outcome:** Autoprompt runs its review, fix, and recheck loop on the bug and returns a change with a regression test.

### Steps

1. `npm install -g https://github.com/Spielewoy/autoprompt-skill/releases/download/v2.1.0/autoprompt-skill-2.1.0.tgz`
2. `autoprompt`, then choose Claude Code, confirm its path, and install
3. `autoprompt doctor claude --strict` (inferred, check the README)
4. `autoprompt activate claude --target /absolute/project -- "fix the registration race and add a regression test"` (inferred, check the README)
5. Replace the quoted goal with your own bug, constraints, and how to check success before running.

### Prompt to paste into your agent

```text
Using the Spielewoy/autoprompt-skill repo, run `autoprompt activate claude --target <absolute project path> -- "fix the registration race and add a regression test"`. Expected output: a code change for the bug and a new regression test. Verify that the project's test command runs and the regression test passes.
```

### Caveat

The README reports measured results only for OpenCode in version 1 benchmarks, and time and token costs are planning estimates of about 3x time and 2x tokens.

Risk, remote script: The install command downloads a package from a GitHub Releases URL, so confirm the source before running it.

Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/

URL: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/fix-bug-with-regression-test-claude-code/

## How to build a multi-part feature with parallel Codex work with Autoprompt Skill

Repo: [Spielewoy/autoprompt-skill](https://github.com/Spielewoy/autoprompt-skill) | Difficulty: Intermediate | Time: 45 minutes | Basis: From the README

Run a larger feature build in Codex with Autoprompt starting ready, independent work in parallel.

**Who it is for:** A developer or small team starting a feature that spans several layers, such as API and checkout, and using Codex.

**The problem:** Large feature builds take many sequential steps, and manually splitting and checking each part is slow.

**The outcome:** Autoprompt scopes the feature, runs independent parts in parallel up to the host limit, and checks the result.

### Steps

1. `npm install -g https://github.com/Spielewoy/autoprompt-skill/releases/download/v2.1.0/autoprompt-skill-2.1.0.tgz`
2. `autoprompt`, then choose Codex, confirm its path, and install
3. `autoprompt doctor codex --strict` (inferred, check the README)
4. `autoprompt activate codex --target /absolute/project -- --concurrency wide "build the booking flow from API to checkout"` (inferred, check the README)
5. Review the summary and the changed files before merging.

### Prompt to paste into your agent

```text
Using the Spielewoy/autoprompt-skill repo, run `autoprompt activate codex --target <absolute project path> -- --concurrency wide "<your feature goal>"`. Expected output: a built feature across the layers named in the goal and a summary of what changed. Verify that the project's tests pass after the run.
```

### Caveat

Codex on native Windows also requires an administrator-run Autoprompt controller and an initialized official Codex Windows sandbox, so that path needs extra setup.

Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/

URL: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/build-multi-part-feature-parallel-codex/

## How to compare options against a codebase before deciding with Autoprompt Skill

Repo: [Spielewoy/autoprompt-skill](https://github.com/Spielewoy/autoprompt-skill) | Difficulty: Intermediate | Time: 45 minutes | Basis: From the README

Ask Hermes Agent to compare candidate approaches against your code and recommend one.

**Who it is for:** A developer or tech lead choosing between tools or designs who wants a recommendation grounded in the existing codebase.

**The problem:** Choosing a technology often means reading code by hand to see how each option would fit the current system.

**The outcome:** Hermes Agent reviews the codebase against the options and returns a comparison with one recommendation.

### Steps

1. `npm install -g https://github.com/Spielewoy/autoprompt-skill/releases/download/v2.1.0/autoprompt-skill-2.1.0.tgz`
2. `autoprompt`, then choose Hermes Agent, confirm its path, and install
3. `autoprompt doctor hermes --strict` (inferred, check the README)
4. `autoprompt activate hermes --target /absolute/project -- "compare job queues against this codebase and recommend one"` (inferred, check the README)
5. Check the cited code locations in the comparison before acting on the recommendation.

### Prompt to paste into your agent

```text
Using the Spielewoy/autoprompt-skill repo, run `autoprompt activate hermes --target <absolute project path> -- "compare <option A> and <option B> against this codebase and recommend one"`. Expected output: a comparison of the options against the code and one recommendation. Verify that each claim points to a real file or function in the project.
```

### Caveat

The README lists Hermes Agent as a working provider on Linux only for the tested version, so confirm your platform with the doctor check first.

Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/

URL: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/compare-options-against-codebase-hermes/

## How to migrate many files with a capped parallel run with Autoprompt Skill

Repo: [Spielewoy/autoprompt-skill](https://github.com/Spielewoy/autoprompt-skill) | Difficulty: Intermediate | Time: 45 minutes | Basis: From the README

Run a broad migration in Grok Build with a fixed limit on parallel subagents.

**Who it is for:** A developer or maintainer with a repo-wide change, such as moving every model to a new pattern, who wants to limit parallel work and cost.

**The problem:** Broad migrations touch many files, and an unlimited parallel run can cost more time and tokens than the team wants.

**The outcome:** Autoprompt runs the migration with at most the chosen number of subagents at once and checks the results.

### Steps

1. `npm install -g https://github.com/Spielewoy/autoprompt-skill/releases/download/v2.1.0/autoprompt-skill-2.1.0.tgz`
2. `autoprompt`, then choose Grok Build, confirm its path, and install
3. `autoprompt doctor grok --strict` (inferred, check the README)
4. `autoprompt activate grok --target /absolute/project -- --concurrency custom --max-subs 4 "migrate every model"` (inferred, check the README)
5. Run the project's tests and review the diff before committing.

### Prompt to paste into your agent

```text
Using the Spielewoy/autoprompt-skill repo, run `autoprompt activate grok --target <absolute project path> -- --concurrency custom --max-subs 4 "<your migration goal>"`. Expected output: the migration applied across the target files and a summary of what changed. Verify that the project's test suite passes after the run.
```

### Caveat

Each Autoprompt run is started explicitly, and the README says it costs about 3x the time and 2x the tokens of a plain run, so a broad migration can be expensive.

Disclaimer: Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk. Full text: https://dedupedai.com/disclaimer/

URL: https://dedupedai.com/use-cases/spielewoy-autoprompt-skill/migrate-many-files-capped-parallel-grok/