Riley shows eight everyday jobs Claude Code handles better than chat Claude: designing websites, building 3D models in Blender, editing videos and spinning up internal tools.
Let Claude Code improve its own bug-fix instructions
AICodeKing runs AutoResearch with Claude Code: a frozen evaluator and three Python bug tasks score each change to a bug-fix skill, keeping only edits that solve more, then checks on held-out tasks.
AICodeKing · YouTube · published Oct 11, 2026 · Software & DevOps
▶ Watch on YouTubePrompt
/autoresearch Improve [bug-fix skill file]. Change one thing per iteration, run the frozen evaluator on [tasks folder], keep the change only if the score rises. Stop after [3] iterations or $[budget].
How to try it
- Open Claude Code.
- Copy the prompt and fill in the [placeholders].
- Watch AICodeKing's video for the full walkthrough and setup.
Related use cases
Nate's agency runs humans plus their own Claude Code and Codex subscriptions in one Kylon workspace, so agents and skills help the whole team, not one person. Sponsored.
Cole built an agent that knows his interests, reads hundreds of sources daily and sends one short morning digest, then shares it as a free skill that interviews you first.
AICodeKing uses the open-source Agent-Native Slides app to generate a six-slide deck, edit it by hand, have the agent continue from those edits, then uses Claude Code to add a shared review checklist.
Share
Show a real task done with your tool in your own video; we write it up and label it Sponsored.
Example · Sponsored$149 one-time