Generates comparison and analysis matrices. Takes items and dimensions, fills cells with evidence-based assessments, and highlights patterns across the matrix.
Idioma do texto original: inglês
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O SkillsMP coletou 655 skills de benjam3n/reasoningtool. Abra uma skill para revisar a origem e os detalhes.
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Generates comparison and analysis matrices. Takes items and dimensions, fills cells with evidence-based assessments, and highlights patterns across the matrix.
Idioma do texto original: inglês
Generates step-by-step procedures with dependency ordering, decision points, and failure handling. Takes a goal and produces a complete, testable procedure.
Idioma do texto original: inglês
Procedure for designing and executing optical pooled screening experiments in functional genomics.
Idioma do texto original: inglês
Guides the design of routing and orchestrating skills that classify input, map it to the right target skill, and handle edge cases and ambiguous inputs.
Idioma do texto original: inglês
Generates actionable recommendations derived from findings. Takes a situation, analyzes it, and produces prioritized recommendations with implementation details and success metrics.
Idioma do texto original: inglês
Analyzes at the organizational level. Identifies structure, incentives, culture, resources, and processes to find where the org helps or hinders a goal.
Idioma do texto original: inglês
Helps someone figure out where they are and what they're dealing with. Surveys the situation, identifies the problem type, assesses urgency, and recommends an entry point.
Idioma do texto original: inglês
Alternative ordering strategies for procedure steps when the default doesn't fit.
Idioma do texto original: inglês
Guide for selecting and applying the right ordering strategy to any procedure's steps.
Idioma do texto original: inglês
For when there's too much and you can't process. A systematic way to reduce what you're holding until you can hold it.
Idioma do texto original: inglês
Convert analysis findings into steelmanned, actionable plans with conditional recommendations. Every recommendation includes a derivation chain explaining WHY. Requires a source analysis from /ar, /aw, /u, /araw, or /uaua.
Idioma do texto original: inglês
Find 10 skills that pair well with a specified skill, covering its gaps and extending its reach. Standalone implementation of the COMPLEMENT algorithm from /pick.
Idioma do texto original: inglês
Pick 10 skills maximizing coverage across different categories, tiers, and functions. Produces the broadest possible sample of the skill library. Standalone implementation of the DIVERSE algorithm from /pick.
Idioma do texto original: inglês
Pick 10 skills matched to a described situation. Analyzes the user's situation, infers their actual need, and selects skills appropriate to their phase and domain. Standalone implementation of the SITUATION algorithm from /pick.
Idioma do texto original: inglês
Pick 10 skills most likely to help achieve a specific goal. Decomposes the goal into sub-capabilities and selects skills covering each. Standalone implementation of the GOAL algorithm from /pick.
Idioma do texto original: inglês
Pick 10 skills uniformly at random from the full library. No bias, no optimization — pure serendipitous discovery. Standalone implementation of the RANDOM algorithm from /pick.
Idioma do texto original: inglês
Pick the 10 most generally useful skills based on tier, connectivity, breadth, and depth. The 'greatest hits' of the skill library. Standalone implementation of the USEFUL algorithm from /pick.
Idioma do texto original: inglês
Pick 3 skills that form a tight workflow chain starting from a given skill. Traces invocation links to build a connected sequence. Standalone implementation of the CHAIN algorithm from /pick with N=3.
Idioma do texto original: inglês
Pick 5 skills that together provide the most thorough analysis possible. Optimized for maximum analytical depth on a topic. Standalone implementation of the DEEP algorithm from /pick with N=5.
Idioma do texto original: inglês
Interactive skill selection through elimination questions. Asks 3-5 discriminating questions to narrow the full library down to 5 targeted skills. Standalone implementation of the QUESTION algorithm from /pick with N=5.
Idioma do texto original: inglês
Find 5 skills most similar to a specified skill based on shared categories, tags, invocation partners, and functional overlap. Standalone implementation of the SIMILAR algorithm from /pick with N=5.
Idioma do texto original: inglês
Pick 5 skills to help someone clarify, explore, or achieve what they want. Classifies the want by clarity level and selects skills matching the user's journey phase. Standalone implementation of the WANT algorithm from /pick with N=5.
Idioma do texto original: inglês
Pick 7 skills from a specific category or matching a category pattern. Fuzzy-matches the user's input to known categories and returns the best skills from the match. Standalone implementation of the CATEGORY algorithm from /pick with N=7.
Idioma do texto original: inglês
Pick 8 skills from a specific tier. Maps user input to a tier level, filters the library, and returns a representative set. Standalone implementation of the TIER algorithm from /pick with N=8.
Idioma do texto original: inglês
Handler for goals with inherent tensions where optimizing one dimension seems to harm another.
Idioma do texto original: inglês
Build complexity incrementally — each step works before adding the next. Foundations before features.
Idioma do texto original: inglês
Before solving, identify the RIGHT problem at the RIGHT level. Includes clarification vs substitution checking to prevent problem drift.
Idioma do texto original: inglês
Maintain multiple candidate solutions simultaneously — evolutionary approaches, beam search, iterative deepening.
Idioma do texto original: inglês
Unified framework for procedure effectiveness tracking — operational and empirical.
Idioma do texto original: inglês
Evaluate a prediction. Assess the model behind it, check track records, identify falsifiers, and estimate probability with calibration.
Idioma do texto original: inglês
Process a large body of work — strip noise, preserve all signal including nuance, reorganize into the optimal representation, and reason about what it means and what to do.
Idioma do texto original: inglês
Analyze what would actually persuade a specific person or audience — not generic rhetoric but understanding their existing beliefs, values, resistance points, and the specific evidence or framing that would move them. Ethical persuasion through understanding,…
Idioma do texto original: inglês
Classic priority frameworks — Eisenhower matrix, MoSCoW, RICE, weighted scoring — for systematic ranking.
Idioma do texto original: inglês
Orderings from learning science — interleaving, spacing, testing effect, desirable difficulties — for durable understanding.
Idioma do texto original: inglês
Not all procedures are equal. There is a hierarchy of meta-procedures and content procedures.
Idioma do texto original: inglês
Derive what a skill, system, or solution SHOULD do by examining its nature, purpose, and the problem it exists to solve — before writing any procedures.
Idioma do texto original: inglês
Pick N skills using a specified algorithm. Supports random, goal-directed, intent-matching, category filtering, useful ranking, question-driven elimination, and freeform semantic search.
Idioma do texto original: inglês
Analyze how influence works in a situation. Maps influence channels, assesses ethical boundaries, and recommends strategy or defense.
Idioma do texto original: inglês
Orderings from formal project management — PERT, CPM, Critical Chain, Agile — for scheduling and resource management.
Idioma do texto original: inglês
Define project scope — what's included, excluded, success criteria, constraints, and boundaries. Prevents scope creep.
Idioma do texto original: inglês