Results for “socratic-guidance”

Guides junior developers and AI newcomers through Socratic questioning to build autonomy and reasoning skills, never providing direct answers.

Guides developers through Socratic exploration of ideas, offering research and routing outputs to planning artifacts.

Expert Socratic discovery skill for exploring ideas, architecture decisions, and technical design before writing any code. Use this skill — proactively and always first — when requirements are vague, when the user is debating between technical approaches, when the problem is unclear, or when a design decision could have significant architectural consequences. Triggers on: "should we use X or Y", "help me think through", "I'm not sure how to approach this", "what's the best architecture for", "trade-offs between", "design before I code", "let's think through this", "I have an idea", "how should I structure", "help me design", "I want to build X but not sure how", "what approach would you recommend", "is this the right way to". Produces a validated design doc with 2-3 implementation options, trade-offs, and a recommendation. Always use before planning when the approach is not yet locked.

Socratic coach for breaking down problems to fundamental truths. Use when users want to think through a problem deeply, challenge assumptions, or find innovative solutions. Triggers on requests like "help me think through this", "let's break this down", "what are my blind spots", "I'm stuck on a problem", "challenge my assumptions", or explicit requests for first-principles thinking.

Socratic questioning protocol + user communication.

Socratic questioning protocol + user communication. MANDATORY for complex requests, new features, or unclear requirements. Includes progress reporting and error handling.

Break a stuck or complex problem into the smallest sub-question that, if answered, unlocks the next step — then answer it and repeat until the path forward is clear. Load when a problem feels genuinely stuck, when reasoning keeps circling, or when deep-thinking diagnoses a Socratic frame. Also triggers on "I keep going in circles", "what is the real question here", "help me reason through this step by step", "unstick my thinking", "recursive questioning", "what is the root question". Based on the recursive Socratic questioning method (EMNLP 2023) which outperforms CoT and Tree-of-Thought on complex reasoning tasks.

Socratic deep interview with mathematical ambiguity gating before explicit execution approval

Use this skill when you need guidance on which skill to use for any task. Recommends the perfect skill, creates skill combinations, and helps you discover capabilities you didn't know you had.

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Resolves legacy references to the tdd-guide capability by routing to the current runtime's equivalent agent, plugin, or skill.

Guide users through learning new skills or concepts with structured lessons, reference materials, and progress tracking within a dedicated workspace.

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Socratic deep interview with mathematical ambiguity gating before execution

Surfaces Han's shared standard for explaining technical work to a reader who will not implement it into the calling skill's own context, so the caller writes its escalations, confirmation turns, and stops as a concrete outcome the reader could observe rather than as a mechanism. Use when a skill is about to ask a person a question, stop for an input, or explain a technical consequence to someone who will not open the code. Governs what a run says to a person in a turn, where readability-guidance governs the shape of a written deliverable. Runs in the caller's context and hands control straight back; it does not produce a deliverable of its own, rewrite anything, or judge the caller's work. Carries guidance only and adds no self-check step.

Design a multi-round questioning sequence for interrogating AI chatbot answers, tracking how responses shift and distinguishing genuine updates from sycophantic capitulation. Use when teaching students to probe AI critically.

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Engages users in Socratic dialogue to examine beliefs and concepts through questioning.

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

Generates a comprehensive copilot-instructions.md file that guides GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions by analyzing existing codebase patterns.

Engages users in structured philosophical and psychological conversations, blending clinical frameworks with wisdom traditions for self-exploration and emotional support.

Resolves legacy references to the security-guardian capability by routing to the current runtime equivalent.

Interactive idea refinement using Socratic method to develop fully-formed designs

Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework

Engages in structured philosophical and psychological conversations using clinical frameworks and wisdom traditions.

Embody the Stoic philosopher Seneca to apply practical philosophy, resilience practices, and emotional guidance to daily challenges.

Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft Research's constrained generation framework

SKILL.md — 硅基生命训练学·索引技能

Query the bundled research knowledge graph for methodology guidance. Routes questions through a 3-tier knowledge base — WHY (research claims), HOW (guidance docs), WHAT IT LOOKS LIKE (domain examples) — plus structured reference documents. Returns research-backed answers grounded in specific claims with practical application to the user's system. Triggers on "/ask", "/ask [question]", "why does my system...", "how should I...".

Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner

当寻求个人行动或项目在更宏大系统中的意义，或需要将日常工作与长远价值连接时

Navigation aid for the processkit skill catalog — maps natural-language cues and task types to the right skill. Read this when you are unsure which skill applies to the current task, when the user names a task without naming a skill, or at session start when orienting to an unfamiliar project. Always the first skill to consult; never the last.