Claude Skills by yogsoth-ai

Sensitivity Analysis Campaign — identify which assumptions are most critical

Combine multi-axis perturbation data into a multi-dimensional validity

Map multi-dimensional validity envelopes — define variation axes, perturb

Deep web research with full page fetching via Apify. Import of web-browsing/web-research

Quick web scanning for landscape understanding. Import of web-browsing/web-search

'Deep Insight Engine with 5 campaigns (gap-analysis, insight, boundary-analysis,

Strategy for identifying fundamental dimensions of variation in a design

SOP for creating a dimension page — documents an axis of variation with

Campaign for mapping design spaces — discover dimensions/axes, enumerate

Strategy for defining ontology boundaries — identify seed concepts, classify

SOP for creating multiple edges in a batch — efficient bulk relationship

Strategy: Attack a beautiful unified result on the suspicion that its beauty is the bug. Distinguishes EARNED simplicity (forbids/predicts/subsumes) from DECORATIVE simplicity (re-describes/relabels/accommodates). Directly serves the Occam aesthetic by making it a falsifiable bar, not a vibe. Methods: Sober parsimony-as-evidence, MDL, Meehl risky prediction, accommodation-vs-prediction.

SOP for attaching evidence to a claim — create typed edge (supported_by,

Gather evidence for causal claims

Strategy for linking evidence to claims — find supporting/contradicting

SOP for linking evidence pages to causal claims — creates supported_by

Tactic for assessing the strength and relevance of evidence for causal

Where is the system bottleneck? — TOC 5 Focusing Steps + Current Reality

Pairwise consistency assessment using Cross-Consistency Assessment (CCA)

Design factorial experiments to test how specific factors affect outcomes

Import SOP: paper landscape scan (from literature-engine skill)

Import SOP: paper full-text reading (from literature-engine skill)

Import SOP: paper AI summary reading (from literature-engine skill)

Shared SOP: verify quality gate criteria are met before proceeding

Shared SOP: detect information saturation — know when to stop searching/analyzing

Import SOP: deep full-page content analysis (from web-browsing skill)

Import SOP: quick web scan discovery (from web-browsing skill)

'Campaign: Truth-seeking adversarial validation for scientific research

Tactic for identifying circular causation — detect feedback loops, classify

SOP for finding structural gaps in the ontology — missing concepts, thin

Tactic for building is-a and part-of hierarchies — establish parent-child

SOP for inspecting the current hierarchy structure — query graph to display

'Campaign: Systematically assess and rank research gaps, determining

'SOP: Assess the novelty potential of a research gap, identify differentiation

Import SOP: Quick paper scan, returns abstract and metadata (from literature-engine)

'Import SOP: Deep literature research, raw full text + PDF Q&A (from

'Import SOP: Medium-depth literature search, AI summary report (from

'Strategy: Treat the gap set as an investment portfolio — use risk/return/diversity

Shared SOP: General quality-gate check (format completeness, logical consistency)

Shared SOP: judge whether the current activity has reached information saturation

'Tactic: orchestrate multi-dimensional scoring SOPs to build a comprehensive

SOP: identify variables and their roles within a hypothesis

'Import SOP: deep web research, full-text fetching and analysis (from

Import SOP: quick web scan, discover URLs and snippets (from web-browsing)

Strategy: Attack the evidential weight of an 'independent convergence' claim. When N reasoning paths all reach the same conclusion, the confidence boost is real only if the paths were actually independent. Measures shared-prior / shared-blindspot contamination and corrects the over-counted confidence. Methods: Bayesian agreement-as-evidence, correlated-error analysis, jury theorem assumptions.

Analyze interventions and manipulations on the causal system

SOP for documenting an intervention — what happens when a causal variable

Strategy: Attack an isomorphism claim by demanding an explicit structure-preserving map and trying to break it. Targets any multi-language claim of the form 'X ≅ Y ≅ … across N mathematical languages'. Forces the claim to either earn the word 'isomorphism' or be demoted to 'analogy'. Methods: category theory (functor/natural-iso criteria), model theory, Lakatos monster-barring.

Identify and catalog all relevant benchmarks in target domain

Independent/dependent claim parsing, element extraction, and feature