How It Works
From zero to AI fluent
KillerSkills is not a course. It's a practice environment. You learn by doing real workflows with AI — the same ones top performers use every day.
Workflows
Step-by-step
AI playbooks
A workflow is a practical, repeatable sequence for using AI on a specific task. Not a generic prompt — a complete playbook: situation, steps, AI prompts, expected output, and time saved.
Examples: “Write a PR description from a git diff,” “Turn user feedback into themes,” “Prep for a sales call in 5 minutes.” Real tasks, real value.
The Workspace
Practice with
synthetic data
Each workflow comes with a realistic practice scenario. Fake company, fake data, real-feeling situation. You follow the steps, run AI prompts, and see real output — all without touching your actual work.
Once you've mastered the workflow in practice mode, bring it to your real work with confidence. The muscle memory transfers.
Fluency Score
Track your
progress
Every completed workflow earns fluency points. Harder workflows earn more. Build a daily streak for a multiplier that grows up to 2x. Your fluency score becomes your AI competency credential.
Points by difficulty: Beginner (10), Intermediate (25), Advanced (50). With a 10-day streak, that's 2x points. Consistency pays off.
Clarity
What this
is not
- Not a course. No videos, no quizzes, no certificates gathering dust. You learn by doing.
- Not a prompt library. Prompts without context are useless. Workflows give you the full picture.
- Not theoretical. Every workflow solves a problem someone actually has at work, today.
Plus
The
Marketplace
KillerSkills also includes a full marketplace of AI agent skills, personas, plugins, and agent definitions. Create, discover, and install instruction sets for Claude Code, Cursor, Copilot, and eleven other runtimes. The marketplace and workflows work together — the best content becomes the basis for new workflows.
We also collect AI agent definitions from across the ecosystem — OpenClaw, Claude MCP configs, CrewAI, AutoGen, and more. Every agent is automatically scanned for security risks and rated using OWASP-aligned risk profiling, so you can discover powerful agents without the risk.
Ready to start practicing?
Pick your role, get matched with workflows, and start building fluency today. Free to start, no credit card needed.