Use when you have loaded a collection of molecular fingerprint vectors (such as biosynfoni fingerprints from a deposited dataset) and need to characterize their statistical and…
Full reimplementation of DnaSP 6 for population genetics analysis of aligned DNA sequences. Covers nucleotide diversity, haplotype statistics, neutrality tests (Tajima's D, Fu &…
Runs on-page and technical SEO for a documentation site - indexability, canonicals and hreflang across versioned and translated pages, redirects, the generator's title and…
Scan and catalog document collections with metadata extraction, categorization, and statistics. Use for auditing document libraries, preparing for knowledge base creation, or…
Knowledge base from the DoD Test & Evaluation Enterprise Guidebook (OUSD R&E, August 2022). Use for DoD test and evaluation (T&E) across the Adaptive Acquisition Framework — the…
Display Collective Dogs activity summary. Shows which Dogs (Sefirot) have been most active during the session, with personality and statistics.
How to use the 3-Tier Math Verification Ladder to protect invoices, cap tables, tax calculations, and loan estimates from silent AI arithmetic errors.
Load during the weekly reflection cron job. Contains the self-review framework for tracking analysis output volume, ENGINE vs REALITY accuracy statistics, strongest celebrity…
Use when an algorithm-first quest should manage candidate briefs, optimization frontier, branch promotion, or fusion-aware search instead of the paper-oriented default loop.
Autonomous optimization — iterate on any project with a measurable metric (Karpathy autoresearch pattern). Use when optimizing toward a metric via automated experiment loops.
Use RIK e-File statistics environment for public case-flow and procedural trend indicators across justice workflows.
Detect and alert on emerging anomalies and risk flags from pilot metrics and data streams. Use when monitoring live data, threshold breaches, or statistical outliers to t — from…
Detect and alert on emerging anomalies and risk flags from pilot metrics and data streams. Use when monitoring live data, threshold breaches, or statistical outliers to t — from…
R-based econometric analysis for academic research. Use when writing R code for panel data, difference-in-differences, instrumental variables, spatial econometrics, or regression…
Use when deciding whether an econometrics paper fits The Econometrics Journal's leading-case, applied-value bar rather than Journal of Econometrics, Econometric Theory,…
Calculate and interpret effect sizes for statistical analyses. Use when: (1) Reporting research results to show practical significance, (2) Meta-analysis to combine study results,…
Query and search the EMBL-EBI Ontology Lookup Service (OLS) for biomedical ontology terms, definitions, and hierarchies across 250+ ontologies (e.g., GO, DOID, HP).
Query Radix DLT blockchain data including wallet balances and performance, token prices and market movers, validator staking info, transaction history, network statistics — from…
Query Radix DLT blockchain data including wallet balances and performance, token prices and market movers, validator staking info, transaction history, network statistics — from…
Rigorous benchmarking of multi-agent coordination systems: experiment design, statistical analysis, human evaluation protocols, and reproducible reporting.
Use when after running Enrichment() on a configured EnrichParam object (via KEGG_Enrich_PlotPanel or similar), when you have a full enrichment result table and need to reduce it…
Enforce a Divergent-Convergent Scan loop to overcome 'Prevalent Noun Bias' and statistical probability reflexes (System 1).
Epistemological tracking system for managing facts, conclusions, and provenance chains with Git integrity and semantic search.
Use when writing the data and sample section of an Economic-Research manuscript — naming databases, building variable-definition and descriptive-statistics tables, and leaving an…
Use when finalizing regression tables and figures for an Economic-Research manuscript. Enforces three-line table style, footnote conventions, column-count discipline, and figure…
Search and retrieve Japanese government statistics (人口, GDP, CPI, 貿易, 雇用) from e-Stat API — Japan's official open data portal with 3,000+ statistical tables.
Use quando quiser aplicar estatística a dados — média/mediana, distribuição, correlação e teste de hipótese, sem viés.
Etsy search optimization — long-tail keywords, tag research, competitor analysis, seasonal trends
Etsy SEO analyzer and optimizer. Improve search visibility with title optimization, tag analysis, description scoring, and keyword research.
Use when preparing the Data Availability Statement and the replication package for a European Sociological Review (ESR) manuscript.
Run evaluations and validate evaluator quality (SLA compliance, TPR/TNR, statistical accuracy). Executes PromptFoo or pytest DeepEval.
Run prompt experiments, testset evaluations, and observability reviews for production LLM workflows before regressions reach users.
Validate EVE-NG topology designs and enforce final delivery structure. Use when reviewing a design, checking build readiness, producing the final design output, building an…
Analyze messy and unstructured Excel files to identify data quality issues, detect format inconsistencies, find missing values, and generate comprehensive analysis report — from…
Analyze messy and unstructured Excel files to identify data quality issues, detect format inconsistencies, find missing values, and generate comprehensive analysis report — from…
Use when an Experimental Economics (ExpEcon) result may be a power artifact, multiple-comparisons artifact, or sensitive to the inference unit, exclusions, or design choices.
A/B test design, hypothesis documentation, sample size calculation, feature flag implementation, and statistical significance analysis.
Use when analyzing experiment results, interpreting CSVs from data/raw/ or data/processed/, writing results sections, calculating any of the 12 thesis metrics, running statistical…
Analyze completed experiments and craft executive-ready summaries with insights and recommendations. — from science/math-stats
Analyze completed experiments and craft executive-ready summaries with insights and recommendations. — from majiayu000/claude-skill-registry
Use when the task involves A/B testing, experiment design, statistical comparison, or causal claims from controlled or quasi-controlled comparisons.
Prepare an experiment brief outlining hypothesis, design, success metrics, and operational plan.
Generates a rigorous experiment design given a hypothesis. Use when asked to design experiments, plan experiments, create an experimental setup, or figure out how to test a…
Use when planning product experiments, writing testable hypotheses, estimating sample size, prioritizing tests, or interpreting A/B outcomes with practical statistical rigor.
Systematically analyze experiment failures and optimization setbacks to identify root causes and define validation plans before abandonment decisions.
Analyse a finished A/B test and write an honest results readout with real statistics. Use when asked to read out an A/B test, analyse experiment results, check if a result is…
Design or critique an A/B test or controlled product experiment with statistical rigor — pre-registered falsifiable hypothesis, sample-size/power up front, a full business cycle,…
Read the survey documentation behind a KOSIS table -- its purpose, legal basis, cycle, and key terms.
Exploratory data analysis using ydata-profiling. Use when users upload .csv/.xlsx/.json/.parquet files or request "explore data", "analyze dataset", "EDA", "profile data" — from…
Exploratory data analysis using ydata-profiling. Use when users upload .csv/.xlsx/.json/.parquet files or request "explore data", "analyze dataset", "EDA", "profile data" — from…
Documentation for the logistic regression MI estimation experiment (exps_logistic) — from majiayu000/claude-skill-registry
Documentation for the logistic regression MI estimation experiment (exps_logistic) — from majiayu000/claude-skill-registry
PostgreSQL's extended statistics — `CREATE STATISTICS`, `pg_statistic_ext`, `pg_statistic_ext_data` — the 4 stat kinds (dependencies / ndistinct / mcv / expressions) that help the…
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
Where a whole pool of written answers is wrong together — the provided document nobody opened, the clause that governs and was never cited, the role or posture the rule is scoped…
Use when writing the response to a Field Crops Research (FCR) revision decision (major or minor) and revising the manuscript.
Fetch comprehensive GitHub user data including profile, repositories, contributions, pull requests, issues, and statistics.
HealthClaw Guardrails (healthclaw.io) — FHIR agent guardrails for clinical data access via MCP. Supports FHIR R4 US Core v9 (stable) and FHIR R6 ballot3 (experimental).
List all components in Figma file with variants, usage statistics, and categorization. 列出 Figma 文件所有組件：含變體、使用統計、自動分類。 Use when: taking component inventory, finding component IDs,…