benjam3n/reasoningtool

route-response-routing-tree

Route any input through a branching question tree to narrow down the optimal response strategy before writing. Two stages — PERCEIVE (classify input) then ACT (select response). Covers all prompt types.

原文の言語: 英語

gg-guess-generation-exhaustive-search-with-coverage-tracking

Generate exhaustive guesses about user input using ALL search methods with coverage tracking. Guessing is SEARCH through possibility space. Tracks space created vs space covered to ensure comprehensive exploration.

原文の言語: 英語

selection-guess-selection-evaluation

Systematically evaluate and select from a set of guesses, options, or possibilities. Combines ARAW analysis with prioritization to determine which guesses are strong, weak, actionable, or eliminable.

原文の言語: 英語

aex-assumption-extraction

Extract hidden assumptions from any content. Surfaces what must be true for claims to hold, enabling deeper analysis.

原文の言語: 英語

analyze-analyze-a-situation

Sub-orchestrator for analytical requests. Routes to decomposition, systems analysis, comparison, risk assessment, or synthesis based on what kind of analysis is needed.

原文の言語: 英語

ar-assume-right-search

Assume Right - Deep recursive rightness search. For every claim, assume it's right — find what must follow, then assume THOSE implications are right too. Recurse until bedrock. Track every claim found.

原文の言語: 英語

claim-test-a-claim

Sub-orchestrator for claims and assertions. Routes to ARAW-based testing with appropriate depth, balance, and supplementary analysis skills.

原文の言語: 英語

decide-make-a-decision

Sub-orchestrator for decisions. Routes to comparison, ARAW testing, dominance analysis, or goal clarification based on what the user knows and the stakes involved.

原文の言語: 英語

diagnose-find-the-cause

Sub-orchestrator for diagnostic questions. Routes to UAUA exploration, causal tracing, safety analysis, or direct debugging based on how much is known and the nature of the problem.

原文の言語: 英語

dsn-design-principled-design-creation-and-improvement

Apply universal design principles to create or improve designs. Domain-adaptive, generative, grounded in exemplars. Embeds generate → critique → iterate.

原文の言語: 英語

ecal-effort-calibration

Determine how much thinking to invest in a decision. Maps stakes, reversibility, and diminishing returns to effort levels (minimum, standard, maximum).

原文の言語: 英語

emotion-process-a-feeling

Sub-orchestrator for emotional inputs. Acknowledges the emotion, identifies the implicit request, and routes to the appropriate analytical skill — with expanded routing for reframing, scope control, and self-check skills.

原文の言語: 英語

evaluate-assess-something

Sub-orchestrator for evaluation. Routes to ARAW, MECE validation, procedure validation, assumption extraction, risk analysis, or quality checks based on what's being assessed and what kind of evaluation is needed.

原文の言語: 英語

extract-skill-extractor

Given any prompt, decompose it into implicit sub-tasks and extract every potentially useful skill, grouped by role and prioritized with invocation-ready suggestions.

原文の言語: 英語

ht-hypothesis-testing

Systematic procedure for formulating testable hypotheses, designing tests, and updating beliefs based on evidence. Supports context-adaptive variants.

原文の言語: 英語

improve-improve-it

Take something that works but could be better. Find the highest-leverage improvements and apply them. Not for broken things (/fix) — for things that work but underperform their potential.

原文の言語: 英語

iterate-figure-out-what-to-iterate-on

Meta-iteration skill. Identifies what needs iteration, at what level, in what dimension, at what scale, and what should be deleted — then executes the highest-value iteration.

原文の言語: 英語

pce-procedure-engine-comprehensive-analysis

The deep analysis engine. Routes input by type, applies appropriate analysis depth, produces structured understanding and action.

原文の言語: 英語

reframe-reframe-the-problem

Systematically reframe a problem by changing the level of abstraction, stakeholder perspective, time horizon, success criteria, or constraint set. Generate genuinely different framings, not word substitutions.

原文の言語: 英語

rlsk-relationship-analysis

Analyze and improve relationships by identifying parties, assessing state, surfacing unmet needs, and finding actionable patterns.

原文の言語: 英語

se-space-enumeration

Generate comprehensive lists by systematically covering all dimensions. Ensures nothing is missed through structured enumeration.

原文の言語: 英語

sid-situation-identification

Identify what situation you are actually in before attempting to solve it. Prevents the most dangerous failure: solving the wrong problem perfectly.

原文の言語: 英語

steelman-steelman-the-opposition

Construct the strongest possible version of an opposing argument before critiquing it. Ensures you're fighting the real argument, not a straw man. Includes finding the kernel of truth in positions you disagree with.

原文の言語: 英語

want-clarify-a-goal

Sub-orchestrator for goals and wants. Routes to WantTo analysis to trace what the want commits you to and find the actual want.

原文の言語: 英語

aw-assume-wrong-search

Assume Wrong - Deep recursive wrongness search. For every claim, assume it's wrong — find why, then assume THOSE reasons are wrong too. Recurse until bedrock. Track every claim found.

原文の言語: 英語

ess-external-source-search

Systematic procedure for searching external sources to find evidence, data, and information relevant to a question.

原文の言語: 英語

gosm-goal-oriented-state-machine

Goal-Oriented State Machine. Context-adaptive dispatcher that routes to the right analysis depth based on urgency, stakes, and expertise.

原文の言語: 英語

sdc-self-deception-check

Detect when reasoning is actually rationalization. Mechanical checks for motivated reasoning, emotional override, and evidence asymmetry.

原文の言語: 英語

tradestudy-trade-study-trade-off-analysis

Systematically evaluate alternatives against weighted criteria using a structured decision matrix. Includes pairwise comparison for weighting, multi-criteria scoring, sensitivity analysis, and documented decision rationale.

原文の言語: 英語

grade-grade-llm-output

Grade any LLM output as an external grader who knows nothing about the project. Identifies systematic failures in reasoning, voice, and honesty that the LLM cannot see from inside its own generation.

原文の言語: 英語

pbtc-pre-baked-thesis-check

Detect when reasoning is working backwards from a predetermined conclusion. Surfaces the signs that the 'analysis' is actually a case built to support a thesis that was chosen before the evidence was examined.

原文の言語: 英語

wawd-what-are-we-doing

Force a full stop and honestly answer what is actually happening right now. Catches drift, confusion, lost purpose, cargo-culting, and the moment when activity replaced thinking.

原文の言語: 英語

araw-assume-right-assume-wrong-search

Assume Right / Assume Wrong search - For every claim, explore what follows if true (AR) and what breaks if false (AW). Number every finding. Recurse until bedrock. Compile a complete registry. Derive synthesis only from the registry.

原文の言語: 英語

argd-argumentative-document

Construct a rigorous argumentative document with thesis, evidence, counterarguments, and structured reasoning.

原文の言語: 英語

blank-drawing-a-blank

Break through creative or productive blocks when nothing comes to mind

原文の言語: 英語

cn-communication-narrative-orderings

Orderings for presentations, writing, and communication where sequence affects audience engagement and comprehension.

原文の言語: 英語

comc-communicate

Designs a communication for any context. Identifies audience, determines goal, chooses medium, structures the message, and anticipates objections.

原文の言語: 英語

create-produce-content

Sub-orchestrator for creative and content production requests. Routes to appropriate writing skills based on content type and quality needs.

原文の言語: 英語

crtv-creativity-procedure

Systematic procedure for generating novel ideas. Moves through divergent generation, combinatorial play, and convergent evaluation against the original need.

原文の言語: 英語

cts-content-strategy

Develop and execute content strategy that attracts, engages, and converts

原文の言語: 英語