benjam3n/reasoningtool - Page 15

sacri

Ensure gates and procedures link to other procedures that provide the needed answer-interface and next steps.

sadrt

Estimate where two independent executors would diverge when applying the same gate/procedure to the same input.

sads-detector-sweep

Scan files for ambiguity, proxying, bundled questions, undefined terms, hidden conditionals, goal substitution, and conventional bias.

saf-safety-analysis

Systematically identify safety risks, failure modes, and protective measures for any plan, system, or action.

sapea

Check whether a procedure's questions/steps can be executed without interpretation and whether outputs are checkable.

saqrc

Rewrite unclear questions by separating intent from target question.

saropc

Apply Recursive Causal Interrogation to choices about what procedure to run, what to measure, and when to stop.

sarus

Repo-wide scan to find question patterns that commonly require interpretation before answering.

satr-saturation-analysis

Analyzes whether an area has too much coverage. Identifies redundancy, finds rarely-used items, and recommends consolidation or pruning.

sbfow-still-bad-figure-out-why

Still Bad, Figure Out Why - Self-diagnosis when output was rejected. Systematically test which criteria the output failed against, find the root pattern, and derive what must change.

sc-skill-creation-system

Design skill creation pipelines at scale, including quality gates, templates, naming conventions, batch generation, review processes, and rollout strategy.

sdp-embedded-software-development

Developing embedded software for robotics and microcontroller-based systems.

search-explore-a-space

Sub-orchestrator for exploration. Routes to UAUA, space enumeration, dimension discovery, list building, or pattern expansion based on what's known and what's needed.

sel-selection

Make the final selection from ranked options after all analysis is complete. Includes LLM-compatible feasibility assessment.

sf-save-file

Save the output from the most recent skill invocation to the appropriate library folder. Only saves when explicitly requested.

sim-simplification

Takes any complex thing (plan, explanation, process, argument) and strips it to its essential core without losing meaning.

siycftr-see-if-you-can-find-the-rest

Scan text for omitted but implied items and produce the complete set, distinguishing genuinely implied items from invented ones.

skcl-skill-cluster-design

Design groups of related skills that work together by identifying domain capabilities, grouping by affinity, designing interfaces, and mapping common paths.

skev-skill-evaluation

Evaluates the quality and effectiveness of a procedure, skill, or method. Tests on multiple inputs, measures efficiency, identifies failure modes, and rates overall effectiveness.

skgap-skill-gap-analysis

Identify thinking dimensions not adequately represented by the current skill library, recommend new skills across a sophistication/simplicity spectrum, and prioritize by user value and coverage gap severity.

slp-sleep-optimization

Design a personalized sleep improvement plan by assessing current patterns, identifying disruptors, and building sustainable habits.

smc

An exhaustive inventory of search methods found in nature, science, technology, and human systems.

smpl-simple-analysis

Deliberately simple analysis for obvious questions. State the question, give the answer, add one caveat, done. Anti-overthinking skill.

snp

The future is uncertain. Develop multiple plausible futures and prepare strategies that work across them.

so

Standardized output format for GOSM projects.

socg-social-cognition

Understanding and navigating social dynamics. Identifies social context, models perspectives, predicts reactions, and plans moves with awareness of stated and unstated norms.

soph-sophisticated-analysis

Apply maximum analytical sophistication to a problem — multi-layered reasoning, cross-domain synthesis, second-order effects, hidden assumptions, and structural insights that simple analysis misses.

sor-source-research

Systematic procedure for finding, evaluating, and synthesizing information from primary and secondary sources.

sp-steelman-prompt

Improves a prompt before it gets answered. Adds precision, scope, criteria, skill routing, and failure-proofing without answering the question.

spcf-specific-analysis

Apply a principle, framework, or general insight to a specific case — translating abstract knowledge into concrete, actionable guidance tailored to the exact situation, constraints, and context at hand.

spd-space-discovery

Discover what space exists BEFORE generating guesses. Maps dimensions, stakeholders, time horizons, and adjacent spaces. Run this before guess_generation to ensure comprehensive coverage.

spe

Extends the search paradigm to non-obvious domains. Identifies which search methods should become procedures.

spec-speculative-analysis

Rigorous procedure for exploring speculative and 'what if' ideas. Assesses plausibility, prerequisites, implications, and falsifiability.

spg-specificity-gate

Transform vague capability claims into specific ones by requiring trigger, procedure, output, and validation for each claim.

spp-spatial-proteomics

Procedure for designing and analyzing spatial proteomics experiments to map protein localization and interactions in tissue context.

srd-strategic-competitive-orderings

Orderings for competitive contexts — influence perception, manage attention, create strategic advantage through sequencing.

ssr-session-review-learning-capture

Capture learnings at end of session for continuous improvement. Reviews what worked, what did not, surprises, and procedure gaps.

st

Every strategy exists within a game. Characterize the game, design strategies with clear mechanisms, evaluate along key dimensions.

stc-steelmanned-counterarguments

Generate the strongest possible counterarguments to a position, then assess which ones genuinely threaten it.

stcc-short-term-cluster-completion

Identify partially-built clusters of work and determine what's needed to finish them. Prioritize by effort-to-complete.