benjam3n/reasoningtool - Seite 13

omtx-matrix-generation

Generates comparison and analysis matrices. Takes items and dimensions, fills cells with evidence-based assessments, and highlights patterns across the matrix.

Quellsprache: Englisch

oprc-procedure-generation

Generates step-by-step procedures with dependency ordering, decision points, and failure handling. Takes a goal and produces a complete, testable procedure.

Quellsprache: Englisch

ops-optical-pooled-screening

Procedure for designing and executing optical pooled screening experiments in functional genomics.

Quellsprache: Englisch

orcs-orchestrator-skill-design

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.

Quellsprache: Englisch

orec-recommendation-generation

Generates actionable recommendations derived from findings. Takes a situation, analyzes it, and produces prioritized recommendations with implementation details and success metrics.

Quellsprache: Englisch

orgn-organization-analysis

Analyzes at the organizational level. Identifies structure, incentives, culture, resources, and processes to find where the org helps or hinders a goal.

Quellsprache: Englisch

ornt-orientation

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.

Quellsprache: Englisch

ov

Alternative ordering strategies for procedure steps when the default doesn't fit.

Quellsprache: Englisch

ovi-ordering-variations-integration

Guide for selecting and applying the right ordering strategy to any procedure's steps.

Quellsprache: Englisch

ovwlm-overwhelmed

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.

Quellsprache: Englisch

p-propose-evidence-derived-plan-synthesis

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.

Quellsprache: Englisch

p10complement-pick-10-complement

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.

Quellsprache: Englisch

p10diverse-pick-10-diverse

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.

Quellsprache: Englisch

p10for-pick-10-for-situation

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.

Quellsprache: Englisch

p10goal-pick-10-goal

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.

Quellsprache: Englisch

p10random-pick-10-random

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.

Quellsprache: Englisch

p10useful-pick-10-useful

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.

Quellsprache: Englisch

p3chain-pick-3-chain

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.

Quellsprache: Englisch

p5deep-pick-5-deep

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.

Quellsprache: Englisch

p5qm-pick-5-question-me

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.

Quellsprache: Englisch

p5similar-pick-5-similar

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.

Quellsprache: Englisch

p5want-pick-5-want

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.

Quellsprache: Englisch

p7cat-pick-7-category

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.

Quellsprache: Englisch

p8tier-pick-8-tier

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.

Quellsprache: Englisch

pag

Handler for goals with inherent tensions where optimizing one dimension seems to harm another.

Quellsprache: Englisch

pb-progressive-building-orderings

Build complexity incrementally — each step works before adding the next. Foundations before features.

Quellsprache: Englisch

pbi-problem-identification

Before solving, identify the RIGHT problem at the RIGHT level. Includes clarification vs substitution checking to prevent problem drift.

Quellsprache: Englisch

pbs-population-based-search-orderings

Maintain multiple candidate solutions simultaneously — evolutionary approaches, beam search, iterative deepening.

Quellsprache: Englisch

pcef

Unified framework for procedure effectiveness tracking — operational and empirical.

Quellsprache: Englisch

pcl-predictive-claim-analysis

Evaluate a prediction. Assess the model behind it, check track records, identify falsifiers, and estimate probability with calibration.

Quellsprache: Englisch

perceive-perception-engine

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.

Quellsprache: Englisch

persua-persuasion-analysis

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,…

Quellsprache: Englisch

pf-priority-framework-orderings

Classic priority frameworks — Eisenhower matrix, MoSCoW, RICE, weighted scoring — for systematic ranking.

Quellsprache: Englisch

pge-pedagogy-educational-orderings

Orderings from learning science — interleaving, spacing, testing effect, desirable difficulties — for durable understanding.

Quellsprache: Englisch

ph

Not all procedures are equal. There is a hierarchy of meta-procedures and content procedures.

Quellsprache: Englisch

phil-philosophize-requirements

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.

Quellsprache: Englisch

pick-skill-picker

Pick N skills using a specified algorithm. Supports random, goal-directed, intent-matching, category filtering, useful ranking, question-driven elimination, and freeform semantic search.

Quellsprache: Englisch

pinf-persuasion-influence-analysis

Analyze how influence works in a situation. Maps influence channels, assesses ethical boundaries, and recommends strategy or defense.

Quellsprache: Englisch

pjm-project-management-orderings

Orderings from formal project management — PERT, CPM, Critical Chain, Agile — for scheduling and resource management.

Quellsprache: Englisch

pjs-project-scoping

Define project scope — what's included, excluded, success criteria, constraints, and boundaries. Prevents scope creep.

Quellsprache: Englisch