Prompting fundamentals
Diagnosing a Bad Response
Name the failure before you retry. Use a decision tree to find the right fix for the wrong question, format, length, or reasoning.
The ForgeEDU guide library
Start with a useful conversation. Learn to keep context, scope the work, and build with agents. These practical guides come from the work behind ForgeOps.
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Each guide covers one problem, with examples and a practical next step. You can read them in any order.
Prompting fundamentals
Name the failure before you retry. Use a decision tree to find the right fix for the wrong question, format, length, or reasoning.
Context and working sessions
Understand what the AI can hold in view, why details drop out of long chats, and what deserves space in the window.
Context and working sessions
Spot the signs of a tangled thread. Decide when to keep going and what to carry into a clean session.
Context and working sessions
Turn a long conversation into a useful handoff. Carry the goal, settled decisions, open questions, and key constraints into the next chat.
Context and working sessions
Treat context as space you spend. Use a signal test and a noise test to decide what to keep and what to cut.
Building software with AI
Give the work an edge the AI can reach. Define what done means, catch scope drift, and finish one bounded task.
The wider library
The curriculum spans nine tracks. Start where you are. The six links above are a selection of published guides, not the whole curriculum.
What AI can do, where it falls short, and how to check its answers.
Clear requests, useful examples, and prompts you can reuse.
Keep the useful context. Know when to restart. Carry a handoff forward.
Writing, research, learning, planning, and everyday admin.
Scope the task, review the code, and keep the project on track.
Connect tools, set permissions, and understand what the agent can touch.
Turn repeated instructions into skills you can test and carry between projects.
Roles, durable state, handoffs, and the points where you step in.
Choose tools, audit drift, and build a workflow other people can use.
Keep a place to return to
Try one guide on a real task. Bookmark this page. Come back when you reach the next problem, whether that's a drifting chat, a growing project, or your first agent workflow.
Back to the free guidesWhen you want a system
The guides teach the habits. These downloads give you a structure for putting them into practice.
Project continuity
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Project workflow + local memory
Project memory, scoped work loops, handoffs and guardrails, with a private local knowledge base included.
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