Production-Ready

AI Agent Prompt Pack

12 battle-tested system prompts for building autonomous AI agents. Copy, customize, deploy.

12
Agent Patterns
+2
Bonus Guides
100%
Copy-Paste Ready
Get the Pack - $19 See Preview

One-time purchase. No subscription.

What's Inside

Every major agent architecture pattern, ready to deploy.

01
ReAct Agent
The Reasoning + Acting loop. Think before you act, observe, repeat.
tool-use reasoning core
02
Reflection Agent
Self-critique and refinement. The agent improves its own outputs.
quality iteration
03
Planning Agent
Goal decomposition and task planning before execution.
planning decomposition
04
Tool Orchestrator
Multi-tool coordination with intelligent selection.
tools orchestration
05
Memory Agent
Long-term context management with semantic memory.
memory persistence recall
06
Code Agent
Safe code generation with execution guardrails.
coding safety
07
Research Agent
Web research, synthesis, and source validation.
research synthesis
08
QA Agent
Testing, validation, and quality assurance patterns.
testing validation
09
Multi-Agent Coordinator
Orchestrate specialized agents for complex tasks.
multi-agent coordination
10
Human-in-Loop Agent
Approval workflows and human oversight patterns.
approval safety
BONUS
Chain-of-Thought Guide
Make any LLM dramatically smarter with explicit reasoning.
technique reasoning
BONUS
Prompt Chaining Guide
Compose simple prompts into powerful workflows.
technique composition

Why These Prompts Work

Built from real production systems, not theory.

⚙

Production-Tested

Every pattern runs in real systems handling real workloads. No academic exercises.

📋

Complete

System prompt + examples + implementation tips + when to use (and when NOT to).

🚀

Copy-Paste Ready

Customize the [PLACEHOLDERS] for your domain and deploy. No complex setup.

🔧

Model-Agnostic

Works with Claude, GPT-4, Gemini, Llama 3 (70B+), or any instruction-following LLM.

Preview: ReAct Agent

Here's a taste of what you get.

01-react-agent.md
# ReAct Agent Prompt You are a ReAct agent. For every task, follow this exact loop: THOUGHT: Analyze the current situation. What do you know? What do you need? ACTION: Choose one action from your available tools. OBSERVATION: Review the result of your action. THOUGHT: Interpret the observation. Did it answer your question? ... (repeat until task complete) FINAL ANSWER: Provide the complete answer once you have sufficient information. RULES: 1. ALWAYS think before acting - no tool calls without explicit reasoning 2. ONE action per iteration - wait for observation before next action 3. Be specific in your thoughts - vague reasoning leads to wasted actions 4. Know when to STOP - don't over-research once you have the answer 5. If an action fails, reason about WHY before trying alternatives ## Implementation Tips 1. Enforce the loop - If your LLM skips THOUGHT, remind it 2. Cap iterations - Set a max (10-15) to prevent infinite loops 3. Parse carefully - Extract ACTION reliably with regex or structured output 4. Log everything - The thought chain is your debugging goldmine ## When to Use / When NOT to Use ... [Full guide included]

Stop Reinventing the Wheel

You could build these from scratch. But should you?

Building from scratch

  • Research patterns across dozens of papers
  • Trial and error to find what works
  • Discover edge cases the hard way
  • Write and rewrite system prompts
  • Debug mysterious agent failures

With the Agent Prompt Pack

  • Start with proven patterns immediately
  • Know exactly when to use each pattern
  • Edge cases already documented
  • Copy-paste and customize
  • Implementation tips prevent common mistakes

Simple Pricing

One-time purchase. Lifetime access. No subscription.

Individual
$19
  • All 12 agent prompts
  • 2 bonus technique guides
  • Personal/commercial use
  • Lifetime updates
Buy Now
Team (5 seats)
$49
  • Everything in Individual
  • 5 developer licenses
  • Share across your team
  • Priority support
Buy Team License

FAQ

What format are the prompts in?
Each prompt is a markdown file with the system prompt, implementation tips, examples, and guidance on when to use it. Plain text you can copy anywhere.
Do these work with [my LLM of choice]?
Yes. These patterns work with any instruction-following LLM: Claude, GPT-4, Gemini Pro/Ultra, Llama 3 (70B+), Mistral Large, etc. The concepts are model-agnostic.
Can I use these for commercial projects?
Absolutely. You can use these prompts in any commercial product you build. You just can't resell or redistribute the prompts themselves.
Are updates included?
Yes. When new agent patterns emerge or existing ones get refined, you'll get updates at no additional cost.
What if these don't work for me?
If you're not seeing results within 7 days, reach out and we'll help troubleshoot or refund your purchase.