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kimasplund/integrated-reasoning

SkillsMP 已收集 kimasplund/integrated-reasoning 中的 12 个 Skill。打开任一 Skill 可查看来源和详情。

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已展示 12 / 12 个已收集 Skill。

职业分类
其他计算机职业
描述

Red-team thinking for robustness testing and edge case discovery. Use when you need to stress-test solutions, find vulnerabilities, anticipate failures, or challenge assumptions. Ideal for security review, system design validation, decision stress-testing,…

原文语言:英语

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职业分类
其他计算机职业
描述

Cross-domain reasoning for novel problems through structured analogy. Use when facing unprecedented problems where the best approach is finding similar solved problems in other domains. Unlike BoT (explores options), AT finds parallels. Example: "Design a new…

原文语言:英语

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职业分类
其他计算机职业
描述

Exhaustive solution space exploration methodology. Use when solution space is unknown, you need multiple viable options (not just one best), or can't afford to miss alternatives. Explores 8-10 approaches in parallel at each level, prunes conservatively (keep…

原文语言:英语

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职业分类
其他计算机职业
描述

Thesis-antithesis-synthesis reasoning for navigating genuine trade-offs and conflicting requirements. Use when opposing forces are both valid, binary choices are false, or stakeholder conflicts need resolution. Unlike ToT (picks winner), DR synthesizes…

原文语言:英语

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职业分类
其他计算机职业
描述

Systematic elimination reasoning for diagnosis and debugging. Use when you need to identify THE cause among many possibilities through evidence-based elimination. Ideal for production incidents, bug diagnosis, root cause analysis, and differential diagnosis.…

原文语言:英语

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职业分类
其他计算机职业
描述

Meta-orchestration guide for choosing and combining optimal reasoning patterns. Scores a problem's characteristics and routes it to the right methodology — debugging, optimization, trade-off synthesis, novel problems, incidents, multi-stakeholder decisions —…

原文语言:英语

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职业分类
项目管理专家
描述

Multi-stakeholder coordination for decisions involving competing interests, different value systems, or organizational politics. Use when multiple parties must agree, when power dynamics affect decisions, or when consensus is required but perspectives…

原文语言:英语

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职业分类
软件开发工程师
描述

Parallel execution patterns for cognitive reasoning tasks. Covers built-in Claude Code parallelism (tool batching, background agents, teams, worktrees) and advanced cognitive patterns (DPTS, BSM, MoA, GoT, RASC) for accelerated reasoning with fan-out/fan-in,…

原文语言:英语

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职业分类
项目管理专家
描述

Fast decision-making methodology for time-critical situations. Use when you have minutes (not hours) to decide, during incidents, emergencies, or hard deadlines. Optimizes for "good enough now" over "perfect later". Unlike other patterns that maximize…

原文语言:英语

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职业分类
软件开发工程师
描述

Protocol for cognitive pattern handovers during complex reasoning sessions. Defines .reasoning/ directory structure, handover schemas, and IR-v2 orchestration integration. Use when reasoning sessions require mid-stream pattern transitions, parallel branch…

原文语言:英语

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职业分类
软件开发工程师
描述

Sequential reasoning with deep self-reflection and backtracking. Use when problems have step-by-step dependencies, need careful logical reasoning, or require error correction. Each step includes self-reflection, and incorrect steps trigger backtracking. Ideal…

原文语言:英语

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职业分类
软件开发工程师
描述

Advanced recursive reasoning methodology for systematic problem-solving. Use when you need to explore multiple solution approaches in parallel, evaluate them rigorously, and recursively deepen the best path. Ideal for complex decisions with trade-offs,…

原文语言:英语

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