Empirical validation step for GOSM plans - adds external reality testing beyond coherence checks
原文语言:英语
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SkillsMP 已收集 benjam3n/reasoningtool 中的 655 个 Skill。打开任一 Skill 可查看来源和详情。
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Empirical validation step for GOSM plans - adds external reality testing beyond coherence checks
原文语言:英语
Standard engineering calculation procedures for robotics and mechanical system design — forces, torques, materials, actuator sizing.
原文语言:英语
Determine whether something has been examined, built, planned, or analyzed enough — or whether more work is needed, and specifically what's missing.
原文语言:英语
Systematically develop emotional awareness, regulation, and social skill — treating EQ as a learnable competency, not a personality trait.
原文语言:英语
Evolution has optimized biological systems for billions of years. Apply evolutionary strategies to find solutions.
原文语言:英语
Expand 'etc', 'and so on', and other list tails into explicit items by inferring the continuation rule, enumerating omitted items, and stopping at a defined completeness criterion.
原文语言:英语
Systematically evaluate the ethical and moral dimensions of any decision, plan, action, or system.
原文语言:英语
Universal dimensions for evaluating any claim, problem, or solution.
原文语言:英语
Design how something connects to external systems, tools, or services. Identifies touchpoints, maps data flows, defines interfaces, assesses dependencies, plans for failures, and produces an integration checklist.
原文语言:英语
Systematically explores an unfamiliar space by mapping boundaries, identifying dimensions, sampling broadly, and flagging surprises and promising regions.
原文语言:英语
Design a structured exercise program tailored to current fitness level, goals, and real-world constraints.
原文语言:英语
Turns decisions into action. Breaks down tasks, sequences them, sets milestones, identifies the first action, and biases toward starting over perfecting the plan.
原文语言:英语
Break any problem into the easiest possible steps — no jargon, no prerequisites, no assumed knowledge. Designed for when the user is overwhelmed, new to the domain, or needs the simplest possible path forward.
原文语言:英语
Orderings that balance competing priorities, prevent starvation, and allocate resources proportionally across stakeholders.
原文语言:英语
When a project fails, systematically analyze the root cause and attribute failure correctly.
原文语言:英语
Generate filtered feedback for self-improvement loops. Only accepts well-grounded, high-leverage items to prevent error accumulation.
原文语言:英语
Test whether a factual claim is true. Assess evidence quality, check for common errors, and deliver a verdict with confidence level.
原文语言:英语
Comprehensive analysis of a field's key tensions, hidden assumptions, and blind spots. Chains assumption extraction, deep ARAW testing, cross-domain perspective, evaluation dimensions, and insight synthesis into a complete field report.
原文语言:英语
Most goal journey work focuses on SUCCESS paths. This maps the patterns of sustainable failure.
原文语言:英语
Analyze the user's just-finished action sequence, extract the repeatable pattern, clean it, name it, and convert it into a reusable procedure with trigger conditions.
原文语言:英语
Formalize a skill draft into production quality by enforcing schema completeness, overlap detection, dependency mapping, and rollout readiness.
原文语言:英语
Find the right GOSM skill for what you want to do. Describe your need in plain language and get matched to the best skill(s).
原文语言:英语
Figure Out How To - Method discovery when you know WHAT but not HOW. Systematically map the method space, test candidates, and find approaches that survive scrutiny.
原文语言:英语
Systematically understand any complex system by matching investigation depth to your goal and access level, with safeguards against premature certainty.
原文语言:英语
Determine which skills to run next (more than one), in order, with rationale, handoff prompts, and stop conditions.
原文语言:英语
Figure Out What Went Wrong - Backward causal diagnosis of failures. Trace from symptom to root cause, test each candidate cause, and derive what would prevent recurrence.
原文语言:英语
Find the right question to ask by diagnosing your actual situation and generating the most actionable question.
原文语言:英语
Reason about what's interesting, playful, or worth exploring for its own sake. Follow curiosity threads, note unexpected connections, and assess what exploration reveals.
原文语言:英语
Systematically explore what the future looks like for any trend, technology, decision, or domain across multiple timeframes.
原文语言:英语
Check whether an answer is likely wrong before acting on it. Classifies answer type and runs targeted verification.
原文语言:英语
Assess value for autonomous AI agents. Identifies tasks suitable for autonomous execution, assesses reliability requirements, evaluates error recovery needs, checks human-in-loop requirements, and projects automation potential.
原文语言:英语
An honest audit of the GOSM system's approach, claims, and limitations — applying the system's own standards to itself.
原文语言:英语
Convert gates from yes/no vibe checks into explicit, checkable claim-interfaces.
原文语言:英语
Systematically find what's missing in any system, plan, or collection. Defines intended coverage, enumerates what exists, identifies categories, checks each for coverage, flags gaps, and prioritizes by impact.
原文语言:英语
Systematic execution of GOSM gates with enforcement.
原文语言:英语
Analyze at the general level — extract principles, patterns, and transferable insights rather than situation-specific answers. Find the general rule that explains the specific case.
原文语言:英语
Reason about what's missing and why it matters by identifying intended completeness, enumerating present elements, and prioritizing gaps by impact.
原文语言:英语
Given a goal, rank relevant skills from highest to lowest expected ROI, including negative-ROI skills with reasons.
原文语言:英语
A goal journey is NOT a narrative arc. It's a CHAIN OF GOALS. Integration hub for GOSM goal processing.
原文语言:英语
Systematically identify, define, and maximize the probability of good outcomes for any situation, plan, or decision.
原文语言:英语