We just open sourced our entire toolkit
The repo is live
We just published our skill collection to GitHub. Four production tools, free forever, installable in one command.
github.com/RealityResearch/skills
Install all of them at once:
/plugin install rr-skills@RealityResearchOr grab any individual SKILL.md and drop it into your Claude Code project.
What shipped
Autoclip — Feed it a video. It transcribes the audio, scores every segment for shareability and standalone quality, then cuts the best clips with ffmpeg. The entire pipeline runs locally. Zero API cost for the heavy lifting.
Audience Finder — Give it a one-line description of your product. It returns a full ICP analysis: pain points, buying triggers, channel strategy, and copy angles. Built from the same process we use for client engagements.
Competitive Radar — Name a company or a market. It profiles competitors from their web presence, maps positioning, and identifies gaps nobody is filling. One command, structured output.
Content Engine — Point it at your recent work (git log, modified files, completed tasks). It generates social content from what you actually did. Not generic posts. Context-aware content that sounds like you because it comes from your work.
Why these four
Every one of these started as a client deliverable. We built Autoclip because a client needed highlight clips pulled from 2-hour recordings. We built Competitive Radar because a client needed market positioning done in a day, not a week. We built Content Engine because we needed our own content pipeline to run without manual input.
They worked in production. So we released them.
How skills work
A skill is a markdown file. It gives Claude standing instructions for a specific capability. One file, one capability, reusable forever. You drop the SKILL.md into your project and Claude knows how to do something it could not do before.
No dependencies. No build step. No API keys for the skill itself (some skills call external tools like Whisper or ffmpeg, but those are standard installs).
If you want to understand the architecture deeper, read What is a Claude Code skill and why should you care.
What is free vs what is paid
The skill files are free. Always. Every SKILL.md in the repo is the real thing, not a crippled demo.
The full system — working engines, the complete library, live build calls, and a community of builders — is $497 lifetime at realityresearch.studio.
The difference: a skill tells Claude what to do. An engine does the work. Autoclip’s SKILL.md teaches Claude how to score and cut clips. The paid engine includes the production Python script that handles transcription, scoring, and ffmpeg cutting in one pipeline.
What is coming
More skills ship to the repo regularly. Each one is built from real work, tested in production, then released. The repo is the public layer of a system that runs daily.
If you want to see what we are building and how, the blog has the full process.
All of our tools are free on GitHub. The full system is $497 lifetime at realityresearch.studio.