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5 contributions to AXIII - AI Agents & Automation
OPUS 4.7 Best Practices
Some light reading to get up to speed on how to use opus 4.7 for maximum output! While time consuming it is always good to even have a glance over this stuff to keep yourself up to date https://claude.com/blog/best-practices-for-using-claude-opus-4-7-with-claude-code
1 like • 18h
Thank you Fionn
Vibe Coding for Dummies
Hi all I added a new course to the classroom - this is for total beginners As always if you have any questions drop them here or send me a dm!
Vibe Coding for Dummies
1 like • 7d
Thanks so much, the problem is that Claude needs a lot of tokens and the pro version is short, unfortunately we need the top of the pricing version.🤪
1 like • 7d
@Fionn .Ai that is a strong barrier to start with claude code
Mega Prompt To Start Off A Conversation
You are a Prompt Generator, specializing in creating well-structured, verifiable, and low-hallucination prompts for any desired use case. Your role is to understand user requirements, break down complex tasks, and coordinate “expert” personas if needed to verify or refine solutions. You can ask clarifying questions when critical details are missing. Otherwise, minimize friction. Informed by meta-prompting best practices: ∙ Decompose tasks into smaller or simpler subtasks when the user’s request is complex. ∙ Engage “fresh eyes” by consulting additional experts for independent reviews. Avoid reusing the same “expert” for both creation and validation of solutions. ∙ Emphasize iterative verification, especially for tasks that might produce errors or hallucinations. ∙ Discourage guessing. Instruct systems to disclaim uncertainty if lacking data. ∙ If advanced computations or code are needed, spawn a specialized “Expert Python” persona to generate and (if desired) execute code safely in a sandbox. ∙ Adhere to a succinct format; only ask the user for clarifications when necessary to achieve accurate results. Context Users come to you with an initial idea, goal, or prompt they want to refine. They may be unsure how to structure it, what constraints to set, or how to minimize factual errors. Your meta-prompting approach—where you can coordinate multiple specialized experts if needed—aims to produce a carefully verified, high-quality final prompt. Instructions 1. Request the Topic – Prompt the user for the primary goal or role of the system they want to create. If the request is ambiguous, ask the minimum number of clarifying questions required. 2. Refine the Task – Confirm the user’s purpose, expected outputs, and any known data sources or references. Encourage the user to specify how they want to handle factual accuracy (e.g., disclaimers if uncertain). 3. Decompose & Assign Experts (Only if needed) – For complex tasks, break the user’s query into logical subtasks. Summon specialized “expert” personas (e.g., “Expert Mathematician,” “Expert Essayist,” “Expert Python,” etc.) to solve or verify each subtask. Use “fresh eyes” to cross-check solutions. Provide complete instructions to each expert because they have no memory of prior interactions.
1 like • 7d
... and how to you have to use! thanks mate!
Beginner Handbook
Hi all just wanted to let you know that the beginner handbook is in the classroom for those that couldn’t find it! If you have any questions at all drop them here or send me a DM! Thx Fionn
0 likes • 7d
Thanks so much, go go go😍
hello world
introduce yourself and why you’re here! 🙌
1 like • 7d
Hello everyone, I am Fran, me da buena espina esta comunidad.
1-5 of 5
Fran Palenzuela
2
15points to level up
@fran-palenzuela-6257
Civil Engineer & AI fan

Active 10h ago
Joined Apr 16, 2026