Empirical validation step for GOSM plans - adds external reality testing beyond coherence checks
Langue du texte source : anglais
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SkillsMP a collecté 655 skills depuis benjam3n/reasoningtool. Ouvrez un skill pour examiner sa source et ses détails.
benjam3n/reasoningtoolAffichage de 40 skills collectés sur 655.
Empirical validation step for GOSM plans - adds external reality testing beyond coherence checks
Langue du texte source : anglais
Standard engineering calculation procedures for robotics and mechanical system design — forces, torques, materials, actuator sizing.
Langue du texte source : anglais
Determine whether something has been examined, built, planned, or analyzed enough — or whether more work is needed, and specifically what's missing.
Langue du texte source : anglais
Systematically develop emotional awareness, regulation, and social skill — treating EQ as a learnable competency, not a personality trait.
Langue du texte source : anglais
Evolution has optimized biological systems for billions of years. Apply evolutionary strategies to find solutions.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Systematically evaluate the ethical and moral dimensions of any decision, plan, action, or system.
Langue du texte source : anglais
Universal dimensions for evaluating any claim, problem, or solution.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Systematically explores an unfamiliar space by mapping boundaries, identifying dimensions, sampling broadly, and flagging surprises and promising regions.
Langue du texte source : anglais
Design a structured exercise program tailored to current fitness level, goals, and real-world constraints.
Langue du texte source : anglais
Turns decisions into action. Breaks down tasks, sequences them, sets milestones, identifies the first action, and biases toward starting over perfecting the plan.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Orderings that balance competing priorities, prevent starvation, and allocate resources proportionally across stakeholders.
Langue du texte source : anglais
When a project fails, systematically analyze the root cause and attribute failure correctly.
Langue du texte source : anglais
Generate filtered feedback for self-improvement loops. Only accepts well-grounded, high-leverage items to prevent error accumulation.
Langue du texte source : anglais
Test whether a factual claim is true. Assess evidence quality, check for common errors, and deliver a verdict with confidence level.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Most goal journey work focuses on SUCCESS paths. This maps the patterns of sustainable failure.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Formalize a skill draft into production quality by enforcing schema completeness, overlap detection, dependency mapping, and rollout readiness.
Langue du texte source : anglais
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).
Langue du texte source : anglais
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.
Langue du texte source : anglais
Systematically understand any complex system by matching investigation depth to your goal and access level, with safeguards against premature certainty.
Langue du texte source : anglais
Determine which skills to run next (more than one), in order, with rationale, handoff prompts, and stop conditions.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Find the right question to ask by diagnosing your actual situation and generating the most actionable question.
Langue du texte source : anglais
Reason about what's interesting, playful, or worth exploring for its own sake. Follow curiosity threads, note unexpected connections, and assess what exploration reveals.
Langue du texte source : anglais
Systematically explore what the future looks like for any trend, technology, decision, or domain across multiple timeframes.
Langue du texte source : anglais
Check whether an answer is likely wrong before acting on it. Classifies answer type and runs targeted verification.
Langue du texte source : anglais
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.
Langue du texte source : anglais
An honest audit of the GOSM system's approach, claims, and limitations — applying the system's own standards to itself.
Langue du texte source : anglais
Convert gates from yes/no vibe checks into explicit, checkable claim-interfaces.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Systematic execution of GOSM gates with enforcement.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Reason about what's missing and why it matters by identifying intended completeness, enumerating present elements, and prioritizing gaps by impact.
Langue du texte source : anglais
Given a goal, rank relevant skills from highest to lowest expected ROI, including negative-ROI skills with reasons.
Langue du texte source : anglais
A goal journey is NOT a narrative arc. It's a CHAIN OF GOALS. Integration hub for GOSM goal processing.
Langue du texte source : anglais
Systematically identify, define, and maximize the probability of good outcomes for any situation, plan, or decision.
Langue du texte source : anglais