How does the Think Deeply skill improve code quality?

It prevents the AI from blindly agreeing with potentially flawed assumptions or architectural choices, ensuring that recommendations are based on a balanced view of trade-offs.

Does this skill increase the response length?

Yes, because it replaces brief confirmatory answers with a structured framework that includes reframing, perspective mapping, and context-dependent analysis.

When does this skill automatically activate?

It triggers whenever it detects leading statements, binary choice questions (X vs Y), or confirmation-seeking prompts where a user is looking for a 'yes' or 'no' to a complex issue.

Can I use this for non-coding architectural decisions?

Absolutely. The protocol is designed for any technical or logical scenario where context and multiple viewpoints are essential for a correct answer.

Think Deeply

Name: Think Deeply
Author: brunoasm

bybrunoasm

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生产力与工作流

Prevents reflexive agreement by enforcing structured analysis and multi-perspective exploration for complex decision-making.

Think Deeply is a specialized Claude Code skill designed to combat confirmatory bias and sycophancy in AI responses. It activates when encountering leading questions or binary choices, forcing the assistant to pause, reframe the inquiry, and evaluate multiple perspectives and context-dependent factors. By mapping the landscape of trade-offs and nuances before providing a recommendation, this skill ensures that developers receive well-reasoned, objective guidance rather than simple validation of their initial assumptions.

主要功能

01Context-dependent reasoning based on specific project constraints

02Anti-pattern protection against reflexive validation and sycophancy

033 GitHub stars

04Automatic detection of confirmation-seeking and leading questions

05Structured reframing of queries into neutral investigations

06Multi-perspective analysis mapping pros, cons, and trade-offs

使用场景

01Evaluating architectural patterns like Monoliths vs. Microservices

02Choosing between frameworks or libraries with competing trade-offs

03Validating technical decisions when presented with leading stakeholder requests

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brunoasm/my_claude_skills think_deeply

For use in Claude.ai and ChatGPT

Download Skill