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GPT (OpenAI)

• GPT-5 Thinking — deep reasoning, multi-step planning, tricky debugging, careful analysis when accuracy really matters. Use carefully, it is a beast and many times overthinks simple tasks

• GPT-5 Instant — quick drafts, summaries, routing/orchestration, chatty helpers, rapid iteration loops.

Gemini (Google)

• Gemini 2.5 Pro — huge-context reading, cross-document synthesis, multimodal analysis (text/code/vision) with strong planning.

• Gemini 2.5 Flash — fast agentic runs, tool-calling at speed, snappy brainstorming and UX interactions.

Claude (Anthropic)

• Claude Sonnet (latest) — polished long-form writing, nuanced tone control, thoughtful reasoning for complex text work.

• Claude Haiku (latest) — very fast summaries, data extraction, straightforward transforms and Q&A.

Grok (xAI)

• Grok (Reasoning) — current-events aware analysis, concise logic, solid code/math when you want sharp takes.

• Grok (Fast) — quick replies, short summaries, conversational assistance and light edits.

Alternative

DeepSeek

·       DeepSeek R1 (Reasoning) — tough step-by-step logic, math/code proofs, deliberate problem-solving. Hugging Faceapi-docs.deepseek.com

·       DeepSeek V3.1 (General) — fast day-to-day generation and tool use when you don’t need full reasoning mode. api-docs.deepseek.comHugging Face

Qwen

·       Qwen2.5-Max — flagship generalist: complex analysis + strong multilingual. Qwen

·       Qwen2.5-1M — huge-context reading (long PDFs/transcripts) and cross-document synthesis. QwenHugging Face

Hidden gem for paper research

Scira.ai (platform)

·       Scira + Grok 4 Pro — fresh web research and current-events Q&A with citations. Scira AI+1

·       Scira + Qwen 3 32B — multilingual, technical web scans that still return sources. Scira AI

ription text goes here

You can enter tasks in any format, but the level of detail dramatically affects the quality of your results:

Vague Input:

- Example: "Launch a product"

- Result: Generic, one-size-fits-all approach

- The system will make assumptions about your industry, target market, budget, timeline, and constraints

- You'll get basic, cookie-cutter subtasks that may not fit your specific situation

Short Input:

- Example: "Launch protein bars in Canada"

- Result: Better context, but still requires the system to fill in many gaps

- You'll get more relevant subtasks, but they'll be somewhat generic

- The system knows the product type and market, but not your specific constraints or requirements

Detailed Input:

- Example: "Launch MapleBite protein bars in Canada next quarter, need distributors, $50K budget, GST/HST compliance required, targeting health-conscious consumers aged 25-45, competing against Quest and RX bars"

- Result: Highly targeted, actionable strategy

- Choose the right council tools (High-Stakes Crew for compliance, Playbook Crew for distributor management)

- Generate specific, executable prompts that address your exact situation

Why Detail Matters:

- Better system Selection: The system can match your specific challenges to the right mindset

- Smarter Tool Selection: Detailed context helps choose the most relevant frameworks and techniques

- More Actionable Prompts: Specific constraints lead to more targeted, executable instructions

- Reduced Assumptions: Less guesswork means more accurate, relevant outputs

- Faster Execution: You spend less time refining generic advice and more time executing specific strategies

Pro Tip: Even if you start vague, you can always refine your task description and regenerate the cards. The system learns from your input and gets better with each iteration.

One of the most powerful features is the ability to refine prompts. If you're not happy with a generated prompt, simply ask your LLM to adjust it:

Examples:

- "Adjust this prompt to include European markets"

- "Modify this to focus on B2B instead of B2C"

- "Add compliance considerations for healthcare industry"

- "Make this more suitable for a startup with limited resources"

The LLM will return the original prompt with your specific amendments, maintaining the structure while incorporating your requirements.