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这个仓库中的 skills
SkillsMP 已收集 benjam3n/reasoningtool 中的 655 个 Skill。打开任一 Skill 可查看来源和详情。
benjam3n/reasoningtool已展示 40 / 655 个已收集 Skill。
Systematic diagnosis of WHY something is happening (or not happening). Forces generation of multiple candidate explanations before evaluation, separates symptoms from causes, and distinguishes proximate from root cause. Works across domains: code, systems,…
原文语言：英语
Decompose system functions into subfunctions, define functional interfaces, allocate functions to physical components, and trace functions to requirements. Produces a functional decomposition tree and allocation matrix.
原文语言：英语
Ensure system design accounts for human capabilities, limitations, and needs across all user populations. Addresses human factors, training, staffing, and accessibility.
原文语言：英语
Define and document all interfaces between system components, subsystems, and external systems. Produces a structured Interface Control Document (ICD) with protocols, data formats, timing, and error handling.
原文语言：英语
Estimate total cost of ownership across the full system lifecycle. Covers development, production, operations, support, and disposal phases with sensitivity analysis and alternative comparison.
原文语言：英语
Map any question to the nearest node in the 438-question graph, show connected questions by route type, and suggest reasoning skills that match.
原文语言：英语
Analyze and specify system reliability, availability, and maintainability characteristics. Models failure behavior, predicts system performance, and identifies improvement opportunities.
原文语言：英语
Systematically discover, categorize, and specify all requirements for a project or system. Surfaces hidden requirements, resolves conflicts, and produces a structured specification.
原文语言：英语
Identify, assess, mitigate, and monitor risks throughout the system lifecycle. Produces a risk register, risk matrix, and risk mitigation plan with triggers and contingencies.
原文语言：英语
Plan and manage the overall SE process for a project. The meta-skill that orchestrates all other SE skills — selects lifecycle model, tailors processes, defines reviews, and creates the SE Management Plan (SEMP).
原文语言：英语
Analyze and design systems composed of independently operated constituent systems. Identifies emergent behaviors, interdependencies, governance models, and integration strategies.
原文语言：英语
Systematic procedure for selecting appropriate statistical tests and correctly interpreting results
原文语言：英语
Systematically identify all stakeholders, map their interests, influence, and requirements, detect conflicts between stakeholder needs, and define engagement strategies. Produces a stakeholder registry and influence map.
原文语言：英语
Design system architecture from requirements by decomposing into subsystems, defining interfaces, evaluating candidate architectures against quality attributes, and documenting architectural views (functional, physical, behavioral).
原文语言：英语
Break a complex system into manageable subsystems and components using structured decomposition. Defines component responsibilities, interactions, and validates completeness of the breakdown.
原文语言：英语
Plan and execute the integration of subsystems into a working whole. Produces an integration plan with strategy selection, dependency analysis, integration sequence, test cases, and issue tracking.
原文语言：英语
Design comprehensive test strategy and plans for system verification and validation. Defines test levels, types, cases, environments, and criteria to ensure thorough coverage.
原文语言：英语
Define and track key technical metrics that indicate whether the system is on track to meet requirements. Sets planned profiles, tolerance bands, measurement methods, and escalation thresholds.
原文语言：英语
Create and maintain bidirectional traceability from stakeholder needs through requirements to design, implementation, and test. Identifies orphan requirements, gold-plating, and coverage gaps.
原文语言：英语
Plan and execute verification (built right?) and validation (built the right thing?) activities. Produces a V&V plan with requirements traceability matrix, test cases, and acceptance criteria.
原文语言：英语
Surface and rigorously test a field's hidden assumptions. Compound skill that chains extraction, inversion, research, ARAW testing, cross-domain perspective, and synthesis into a complete audit.
原文语言：英语
The After Action Review (AAR) is a structured debrief to learn from experience.
原文语言：英语
Procedure for using AI to analyze biomedical research, evaluate studies, assess drug interactions, and interpret clinical data.
原文语言：英语
Design a valid experiment with a clear hypothesis, proper controls, sufficient sample size, and pre-defined decision criteria.
原文语言：英语
Create a checklist that catches what normal checklists miss. Each item includes adversarial branches -- what if this assumption is wrong? Chains assumption extraction, failure anticipation, assumption inversion, and steps generation.
原文语言：英语
Sub-orchestrator for commands and action requests. Routes to direct execution, step generation, task sequencing, or reclassifies when the command needs analysis first.
原文语言：英语
Nothing is a fact until it survives an assassination attempt. Builder constructs claims, Breaker tries to destroy them.
原文语言：英语
A premortem imagines failure has already occurred, then works backward to identify what went wrong.
原文语言：英语
Analyze and construct arguments by checking logical validity, premise truth, hidden assumptions, and evidence strength.
原文语言：英语
Invert assumptions to discover blind spots and alternative possibilities. What if the opposite were true?
原文语言：英语
Analyzes suitability for AI agents. Assesses which tasks are automatable, evaluates reliability requirements, designs human oversight, and plans for failure modes.
原文语言：英语
Convert a change stream into high-level big-change bullets, filtering out low-level modifications and grouping related changes into coherent shifts.
原文语言：英语
Choose the right level of abstraction for understanding, deciding, executing, communicating, or creating. Zoom in, zoom out, or reframe.
原文语言：英语
Explains concept X in terms of familiar concept Y by mapping structural correspondence, then testing where the analogy breaks.
原文语言：英语
Structured deep analysis after exploration. Selects what to analyze, applies frameworks, finds patterns, tests hypotheses, and synthesizes findings.
原文语言：英语
Orderings based on classic algorithm design paradigms: greedy, dynamic programming, divide-and-conquer, and branch-and-bound.
原文语言：英语
First pass at competitive programming — explicit problem decomposition, constraint identification, and straightforward implementation.
原文语言：英语
Second pass at competitive programming — find implicit patterns, hidden structure, and optimizations the explicit pass missed.
原文语言：英语
Third pass — meta-reasoning about solution correctness, confidence, and robustness. Catches what testing alone misses.
原文语言：英语
Orderings for software development — outside-in vs inside-out, API-first vs domain-first, top-down vs bottom-up.
原文语言：英语