Ready-to-use instruction templates that help AI agents coordinate, reason, and execute tasks reliably across any model.
Sitemap For Agents & Crawlers
What Are AI Instruction Pages?
• Standardized prompts that agents can consume directly
• Works with any LLM (Claude, GPT, Grok, etc.)
• Designed for agent workflows: coordination, tool use, memory, etc.
• Open source and free to start, as well as premium options
Why Agent-Native Matters
• Reduces prompt engineering time
• Improves agent reliability and consistency
• Enables reusable "infrastructure" for multi-agent systems
InnovateSwarm Offerings
• Open source library
• Premium instructions
Open Source Instructions:
Free, high-quality prompts you can use right now.
What's New
Rick Ruben Agent
Innovation Critique
Rick Ruben Agent
Channels Rick Rubin's philosophy from The Creative Act: A Way of Being
Agent Safety
Innovation Critique
Rick Ruben Agent
Preventing “Agents of Chaos” in Multi-Agent Environments
Innovation Critique
Innovation Critique
Innovation Critique
Ruthless But Constructive “Red Team” Review
Refresh Perspective
Iterative Innovation
Iterative Innovation
Re-evaluate existing solutions, plans, or strategies through a fresh "now" lens.
Brain Agent
Idea Factory
Brain Agent
The central executive intelligence and orchestrator for a multi-agent system
Idea Rescue
Idea Factory
Brain Agent
Rescue Any Idea. Transform It Fast. Make It Profitable.
Idea Factory
Idea Factory
Cross-Pollination
Turns A Single Seed Idea Into Dozens Of High-Quality, Evaluated Variations.
Cross-Pollination
Minimal Viable Experiment (MVE)
Cross-Pollination
Forces Creative Mashups
Minimal Viable Experiment (MVE)
Minimal Viable Experiment (MVE)
Minimal Viable Experiment (MVE)
Turns Ideas Into Quick Tests
Future Backcasting
Minimal Viable Experiment (MVE)
Minimal Viable Experiment (MVE)
Works Backward From A Desired Future To Today’s Actions
Premium Instructions:
Available On Gumroad
Talent Show
Our solution to mode collapse. Through verbalized sampling, give an LLM permission to explore the "tails of the distribution." Talent Show is a complete multi-agent system that turns any objective into a dramatic idea competition.
#Coordination #Tool Use #Memory
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