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Claude Skills by Dadmin88
github.com/Dadmin88818 skills21 installs1,070 views
- Research Question DesignTurn a broad topic into a clear, scoped, answerable research question with defined concepts, population or context, and intended inference.Votes: 0GitHub stars: 16
- Source And Evidence EvaluationEvaluate a source or evidence set for provenance, relevance, methods, independence, quality, uncertainty, conflicts, and fit to the claim being made.Votes: 0GitHub stars: 16
- Study DesignTeach how to choose and structure a study design around the research question, variables or constructs, sampling, comparison, measurement, ethics, and analysis plan.Votes: 0GitHub stars: 16
- Measurement And LayoutTeach practical measurement, units, tolerances, reference surfaces, layout, squareness, level/plumb, error accumulation, and verification.Votes: 0GitHub stars: 16
- Shop Safety FoundationsTeach safety planning for tools, materials, energy sources, PPE, housekeeping, hazards, stop conditions, and supervision before hands-on trade work.Votes: 0GitHub stars: 16
- Tools And MaterialsTeach how to identify, select, inspect, and reason about common tools, fasteners, consumables, and materials for a trade task.Votes: 0GitHub stars: 16
- Trade Procedure LessonTeach a bounded trade procedure through purpose, prerequisites, safe setup, sequence, quality checks, common errors, and stop conditions.Votes: 0GitHub stars: 16
- Evidence And MethodsTeach how social-science evidence is produced and interpreted, including measurement, sampling, surveys, experiments, observational data, confounding, and replication.Votes: 0GitHub stars: 16
- Social Science Concept LessonTeach a social-science concept with definitions, theoretical context, empirical examples, competing explanations, and limits.Votes: 0GitHub stars: 16
- Social Science Mastery CheckCheck understanding through theory explanation, case application, evidence critique, and distinction between empirical and normative claims.Votes: 0GitHub stars: 16
- Theory ComparisonCompare social-science theories by assumptions, mechanisms, level of analysis, predictions, supporting evidence, and limitations.Votes: 0GitHub stars: 16
- Inference And UncertaintyTeach confidence intervals, hypothesis tests, Bayesian or frequentist uncertainty, effect sizes, and the limits of inference.Votes: 0GitHub stars: 16
- Statistical Problem SolvingSolve and teach statistical problems through question identification, assumptions, method selection, calculation, and interpretation.Votes: 0GitHub stars: 16
- Statistics Concept LessonTeach a statistical concept using the data-generating process, intuition, notation, examples, assumptions, and interpretation.Votes: 0GitHub stars: 16
- Statistics Mastery CheckCheck statistical understanding with method selection, result interpretation, assumption diagnosis, and transfer to a new data scenario.Votes: 0GitHub stars: 16
- Doctrine ComparisonCompare doctrines or religious positions using each tradition's own terms, sources, internal logic, historical development, and points of genuine disagreement.Votes: 0GitHub stars: 16
- Text And Tradition AnalysisAnalyze a religious text using genre, language or translation, historical context, literary structure, reception history, and tradition-specific interpretation.Votes: 0GitHub stars: 16
- Theology Concept LessonTeach a theological doctrine, concept, or historical debate using primary sources, tradition-specific definitions, historical development, and major interpretations.Votes: 0GitHub stars: 16
- Theology Mastery CheckCheck theology and religious-studies understanding through text interpretation, doctrine comparison, historical context, and distinction between confessional and academic claims.Votes: 0GitHub stars: 16
- Argument AnalysisAnalyze a written argument for claim, evidence, warrants, assumptions, counterarguments, rhetorical choices, and reasoning quality.Votes: 0GitHub stars: 16
- Revision WorkshopGuide a draft through prioritized revision of purpose, thesis, organization, evidence, paragraphing, clarity, and style.Votes: 0GitHub stars: 16
- Writing FeedbackGive specific, prioritized feedback on a learner's writing while preserving voice and distinguishing correctness, convention, and preference.Votes: 0GitHub stars: 16
- Writing LessonTeach a writing concept such as thesis, paragraph structure, grammar, style, transitions, evidence integration, or genre conventions with examples.Votes: 0GitHub stars: 16
- Academy Continuing EducationMUST load first for Academy learning or go-learn requests.Votes: 0GitHub stars: 16
- Accessibility AuditPerform a structured accessibility audit of a product experience or implementation and produce prioritized remediation guidance.Votes: 0GitHub stars: 16
- Accessible Design ReviewReview product design artifacts before implementation for accessibility of information, interaction, focus, input, error recovery, responsive/reflow behavior, motion, contrast, content alternatives, and assistive-technology semantics.Votes: 0GitHub stars: 16
- Keyboard TestingValidate a user flow with keyboard or equivalent non-pointer input by checking reachability, order, focus visibility, activation, escape, shortcuts, custom widgets, and recovery from dynamic UI changes.Votes: 0GitHub stars: 16
- Screen Reader ReviewReview a critical interface flow with representative screen-reader and accessibility-tree evidence, checking names, roles, states, structure, navigation, announcements, reading order, and task completion.Votes: 0GitHub stars: 16
- Wcag ReviewReview a product flow or implementation against an explicitly identified WCAG version and conformance target by mapping applicable success criteria to reproducible evidence without reducing conformance to scanner output.Votes: 0GitHub stars: 16
- Agent Failure AnalysisDiagnose AI and agent failures from trace evidence by locating the first meaningful divergence across routing, instructions, context, retrieval, tools, state, model behavior, schemas, and runtime.Votes: 0GitHub stars: 16
- Llm EvaluationDesign and run an evaluation for an AI or agent feature using representative tasks, explicit success criteria, failure taxonomy, baselines, and reproducible evidence.Votes: 0GitHub stars: 16
- Model SelectionSelect an AI model for a real workload using representative evaluations, current official capability and pricing data, latency and cost measurements, operational constraints, and explicit fallback tradeoffs.Votes: 0GitHub stars: 16
- Prompt DesignDesign, version, and improve prompts as testable behavior contracts with explicit instructions, trustworthy context boundaries, examples, output requirements, and evaluation evidence.Votes: 0GitHub stars: 16
- Retrieval DesignDesign retrieval for AI features around corpus quality, permissions, chunking, indexing, query strategy, ranking, context assembly, provenance, and retrieval-specific evaluation.Votes: 0GitHub stars: 16
- Structured OutputDesign and validate model outputs as explicit machine-readable contracts with typed schemas, semantic checks, bounded recovery, versioning, and failure handling.Votes: 0GitHub stars: 16
- Tool Use DesignDesign model-facing tools with narrow capability boundaries, clear schemas and descriptions, safe side effects, explicit failure semantics, observability, and task-level evaluation.Votes: 0GitHub stars: 16
- Attribution AnalysisAnalyze marketing attribution using explicit touchpoint scope, identity rules, conversion windows, model assumptions, incrementality limits, and cross-channel evidence without treating attributed credit as causal proof.Votes: 0GitHub stars: 16
- Cohort AnalysisAnalyze behavior over time by cohort using consistent entry events, maturity windows, retention or value measures, and segment context so lifecycle patterns are not distorted by mixing users at different ages.Votes: 0GitHub stars: 16
- Dashboard SpecSpecify an analytics dashboard around decisions, metric definitions, dimensions, freshness, ownership, thresholds, drilldowns, data quality, and interpretation rather than filling a screen with available charts.Votes: 0GitHub stars: 16
- Experiment AnalysisAnalyze a marketing or product experiment from assignment integrity, exposure, primary and guardrail metrics, uncertainty, segment effects, novelty, duration, and business relevance.Votes: 0GitHub stars: 16
- Funnel AnalysisAnalyze a marketing or product funnel from qualified entry through successive outcomes using trustworthy event definitions, segment comparison, leakage diagnosis, and decision-relevant conversion evidence.Votes: 0GitHub stars: 16
- Measurement PlanDesign a measurement plan that links business or product questions to metrics, events, dimensions, data quality, and decision thresholds.Votes: 0GitHub stars: 16
- Art DirectionEstablish and review a visual art direction with clear principles, references, constraints, quality bars, and consistency across assets.Votes: 0GitHub stars: 16
- Asset Quality BarDefine and apply a measurable acceptance bar for visual assets covering artistic coherence, readability, technical fitness, reuse, and final-context validation.Votes: 0GitHub stars: 16
- Reference BriefBuild a focused visual reference brief that translates creative intent into usable examples, attributes, anti-references, and production guidance without encouraging imitation.Votes: 0GitHub stars: 16
- Style GuideCodify an approved visual language into durable rules, examples, ranges, and exceptions that keep distributed production coherent without freezing creative judgment.Votes: 0GitHub stars: 16
- Visual ReviewReview visual work against approved art direction, hierarchy, composition, readability, consistency, production constraints, and intended emotional effect.Votes: 0GitHub stars: 16
- 3d OptimizationOptimize 3D assets for runtime while preserving silhouette and material intent through geometry, LOD, UV, draw-call, skinning, collision, and import decisions.Votes: 0GitHub stars: 16
- Asset ProductionPlan and produce a 2D or 3D asset from brief through references, construction, optimization, export, validation, and handoff.Votes: 0GitHub stars: 16
- Export ValidationValidate exported art assets for format, scale, orientation, pivots, naming, channels, transforms, animation, metadata, and target-tool import behavior before handoff.Votes: 0GitHub stars: 16