Claude Skills by yogsoth-ai

Campaign for building causal models — identify variables, map mechanisms,

Strategy: Run BEFORE building any validator (sandbox/simulation/benchmark). Builds a non-circularity matrix of theory-claim × validator-assumption to detect when a validator would 'confirm' a theory only because it was built on the theory's own premises. A circular validator's PASS carries zero evidential weight. Methods: Cartwright nomological machines, Winsberg sanctioning-of-simulations, tautology detection.

Strategy for extracting claims from source material — identify propositions,

SOP for creating a claim page in the vault — atomic proposition with

SOP for systematically enumerating combinations across dimensions.

Tactic: Compile the feeding plan into an ARA via the external compiler, then run Level-2 rigor review over it

Tactic for breaking compound concepts into atomic parts — split over-broad

Strategy for mining concepts from sources — systematic extraction, page

SOP for creating a new concept page with proper frontmatter, content,

SOP for assigning calibrated confidence scores to causal claims based

SOP for updating confidence scores on claims and evidence pages based

SOP: Read context/INDEX.md and sort the whole directory into three ARA material types (report line, process line, images), locate the north-star file, and draft a feeding plan for the ARA compiler

Tactic: Review a context/ directory — sort material into ARA types, locate and align the north-star, and produce a feeding plan for the compiler

SOP for flagging contradictions in the causal model — identify conflicting

Construct the strongest counter-argument against a specific assumption

Systematically surface hidden assumptions underlying a decision with

Identify bottleneck dimensions from radar data with severity ranking.

Multi-Criteria Scoring Campaign — evaluate and rank candidates against

Simulates diverse stakeholder perspectives and their strongest objections/support

Paper landscape scan at abstract level — discover MCDA, voting theory,

Full-text deep reading of methodology papers — complete understanding

Paper AI summary reading — deeper understanding of specific methodology

Portfolio Optimization Campaign — select balanced combinations from candidate

Determines when to stop iterating — coverage threshold met or marginal

Build a complete scoring matrix through criterion definition, weighting,

Tests conclusion robustness by perturbing parameters and observing rank

Deep web research with full-page extraction — detailed methodology guides,

Quick web scan to discover relevant pages — methodology references, case

Tactic for reasoning about what would happen if variables were different

Surface, perturb, and prioritize assumptions by disruption potential.

Perturb each assumption, observe system response. Systematic stress-testing

Enumerate implicit assumptions in a problem statement or existing solution.

Catalog all known solutions/methods in a domain with performance, applicability,

Systematically enumerate parameter dimensions and generate viable combinations.

Pairwise consistency evaluation to reduce solution space by identifying

Evaluate pairwise value consistency (logical/empirical/normative)

Identify factors and their levels for a problem, then design an experiment

Systematically catalog all failure modes in a domain or method, producing

Score ideas on novelty dimensions — structural distance from known solutions,

Abstract-level paper scanning for broad coverage. Import of literature-engine/literature-overview

Deep paper analysis with full text reading. Import of literature-engine/literature-research

Mid-depth paper analysis via AI-generated summaries. Import of literature-engine/literature-search

Rotate through reviewer/practitioner/theorist/time-machine/novice perspectives

Generate PO provocations and extract constructive movement. Orchestrates

Determine when additional ideation yields diminishing returns. Analyzes

Deep web page analysis with full content extraction. Import of web-browsing/web-research

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

Creative Generation Engine — transforms research hypotheses into diverse

Systematically identify all assumptions in a method/model — structural,

Systematically extract all assumptions (stated, implicit, boundary, mathematical,