# AI use cases for Awesome Reverse Engineered (alexgaoth/awesome-reverse-engineered) Repo: [alexgaoth/awesome-reverse-engineered](https://github.com/alexgaoth/awesome-reverse-engineered) | Use cases: 4 | Page: https://dedupedai.com/use-cases/alexgaoth-awesome-reverse-engineered/ A searchable index of 12,869 open-source tools that were built by reverse engineering closed apps, APIs, devices, protocols, file formats, games and AI products. This file holds every use case of this repo. Each one starts with a "## " heading and ends with its URL. - Check for an existing tool before reverse engineering a device: https://dedupedai.com/use-cases/alexgaoth-awesome-reverse-engineered/check-index-before-reverse-engineering/ - Let Claude Code pick a tool for a task with no official API: https://dedupedai.com/use-cases/alexgaoth-awesome-reverse-engineered/give-claude-code-the-index/ - Find a maintained emulator or client on the web index: https://dedupedai.com/use-cases/alexgaoth-awesome-reverse-engineered/browse-web-index-for-maintained-tool/ - Publish your reverse engineering work and list it in the index: https://dedupedai.com/use-cases/alexgaoth-awesome-reverse-engineered/publish-reverse-engineering-work-to-index/ ## How to check for an existing tool before reverse engineering a device with Awesome Reverse Engineered Repo: [alexgaoth/awesome-reverse-engineered](https://github.com/alexgaoth/awesome-reverse-engineered) | Difficulty: Intermediate | Time: 15 minutes | Basis: From the README Search the index for a product or protocol and clone a maintained tool instead of starting over. **Who it is for:** A developer or security researcher who is about to reverse engineer a closed device, app or API and wants to know if someone already did it. **The problem:** Reverse engineering is slow, and the finished work is often in a repo nobody links to, so the same device or protocol gets analyzed again and again. **The outcome:** A ranked list of matching projects, a README excerpt for the best match, and a local shallow clone to use or fix. ### Steps 1. Download the script: `curl -sL https://raw.githubusercontent.com/alexgaoth/awesome-reverse-engineered/main/plugin/skills/find-reverse-engineered/scripts/re_index.py -o re_index.py` 2. Search by product, vendor or protocol: `python3 re_index.py search tuya local` 3. Read the entry and README excerpt for a match: `python3 re_index.py info make-all/tuya-local` 4. Clone the project you choose: `python3 re_index.py clone make-all/tuya-local` 5. Check the license and README in the clone before you use or modify it. ### Prompt to paste into your agent ```text Use the repo alexgaoth/awesome-reverse-engineered with its re_index.py script to search for , then show the ranked matches with stars, health and language. Run info on the top match and clone it into vendor/. Verify that the cloned project has a LICENSE file and report its name and license. ``` ### Caveat The index lists projects with stars, health and language, but the README does not say each listed tool has been verified, so you must read each project yourself. Risk, reverse engineering: Before you use a tool built by reverse engineering a closed product, check its license and whether the product's terms allow the work you plan to do. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. 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/alexgaoth-awesome-reverse-engineered/check-index-before-reverse-engineering/ ## How to let Claude Code pick a tool for a task with no official API with Awesome Reverse Engineered Repo: [alexgaoth/awesome-reverse-engineered](https://github.com/alexgaoth/awesome-reverse-engineered) | Difficulty: Intermediate | Time: 15 minutes | Basis: From the README Install the plugin so Claude Code can search the index and choose a tool for a closed system. **Who it is for:** A developer using Claude Code who needs to control a smart plug, car, chat app or file format that has no official API. **The problem:** Finding a suitable unofficial tool means searching many repos and comparing activity and licenses by hand. **The outcome:** Claude Code searches the index, ranks matches by stars, activity and license, reads the README and recommends a tool. ### Steps 1. Install the skill for any agent: `npx skills add alexgaoth/awesome-reverse-engineered` 2. Or install the Claude Code plugin: `/plugin install reverse-engineered --marketplace alexgaoth/awesome-reverse-engineered` 3. Ask Claude Code to search the index for the product or protocol you need. 4. Ask for the README of the top pick and a short comparison of the matches. 5. Clone or install the chosen project and test it on a non-critical target first. ### Prompt to paste into your agent ```text Using the reverse-engineered plugin from alexgaoth/awesome-reverse-engineered, search the index for tools that control . Rank the matches by stars, activity and license, read the top README, and return a short recommendation. Verify that the recommended project has a license before you propose using it. ``` ### Caveat The agent ranks results by stars, activity and license as the README describes, but a high rank does not show that a tool works for your specific device or version. Risk, remote script: The skill and plugin come from a GitHub repo, so read the skill files and scripts before your agent runs them. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. 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/alexgaoth-awesome-reverse-engineered/give-claude-code-the-index/ ## How to find a maintained emulator or client on the web index with Awesome Reverse Engineered Repo: [alexgaoth/awesome-reverse-engineered](https://github.com/alexgaoth/awesome-reverse-engineered) | Difficulty: Beginner | Time: 15 minutes | Basis: From the README Filter the search site by category and health, then open the repo for a tool you can use. **Who it is for:** A hobbyist or non-developer who wants a working tool for a closed game, device or app and does not want to read code. **The problem:** Searching GitHub for unofficial tools returns old, abandoned or duplicate projects that are hard to judge. **The outcome:** A short list of projects in one category that are active, with links to the repos. ### Steps 1. Open the search site at https://alexgaoth.github.io/awesome-reverse-engineered/ 2. Type the product, vendor or protocol name in the search box. 3. Filter by category and health, and sort by stars or recent activity. 4. Open the link to the repo and read its README. 5. Check the license before you install or use the tool. ### Prompt to paste into your agent ```text Open the search site for alexgaoth/awesome-reverse-engineered, search for , filter to active projects, and list the top three results with their stars and language. Verify that each result links to a GitHub repo before you list it. ``` ### Caveat The health markers show recent activity, but the index does not test whether a tool works, so try it on your own setup first. Risk, reverse engineering: Tools built by reverse engineering may break the terms of the closed product, so review those terms before you rely on the tool. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. 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/alexgaoth-awesome-reverse-engineered/browse-web-index-for-maintained-tool/ ## How to publish your reverse engineering work and list it in the index with Awesome Reverse Engineered Repo: [alexgaoth/awesome-reverse-engineered](https://github.com/alexgaoth/awesome-reverse-engineered) | Difficulty: Advanced | Time: 60 minutes | Basis: From the README Open-source your tool and add it to the index so the next person finds it. **Who it is for:** A developer who finished reverse engineering a closed app, API, device or format and wants others to reuse the work. **The problem:** Finished reverse engineering work often stays in a private script or an unlinked repo, so others repeat it. **The outcome:** Your project is open source and listed in the index, where search and agents can find it. ### Steps 1. Publish your work as an open-source repo on GitHub with a license file. 2. Write a README that names the product, vendor, device or protocol you reverse engineered. 3. Read the contributing section of the index README at https://github.com/alexgaoth/awesome-reverse-engineered. 4. Open a pull request that adds your project to the matching category. 5. After the project is listed, run `python3 re_index.py search ` to confirm it appears. (inferred, check the README) ### Prompt to paste into your agent ```text For the repo , check that it has a LICENSE file and a README naming the reverse engineered product. Then follow the contributing section of alexgaoth/awesome-reverse-engineered to prepare a listing entry. Verify the entry only uses facts from your README. ``` ### Caveat The README asks contributors to publish open-source work before listing it, so private or closed-source tools do not belong in the index. Risk, reverse engineering: Publishing reverse engineering work can expose you to the terms of the product you analyzed, so check those terms and any applicable law before you publish. Dual-use notice: only use this on software, sites and systems you own or are authorized to test. 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/alexgaoth-awesome-reverse-engineered/publish-reverse-engineering-work-to-index/