Probability, moments/tails, Bayes, and statistical learning foundations for systematic trading.
Factor modeling and portfolio construction (Markowitz, Black-Litterman, constraints, turnover).
Use when constructing or revising regression tables, descriptive statistics tables, or figures for an AER, AER:Insights, or AEJ manuscript.
Deep curation of a single agent definition through structured human conversation. Coordinates knowledge research, persona refinement, tooling optimization, and instruction quality…
Expert data researcher specializing in discovering, collecting, and analyzing diverse data sources. Masters data mining, statistical analysis, and pattern recognition wit — from…
Define behavioral contracts, run adversarial tests, and detect regressions for AI agents — invariants, edge cases, statistical analysis, and benchmark-production gap detection
Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics.
Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation.
AgentV CLI skills for evaluating, optimizing, and governing AI agents. Triggers: run evals, benchmark agents, write evals, review evals, analyze traces, optimize prompts,…
Analyze AgentV evaluation traces and result JSONL files using `agentv inspect` and `agentv compare` CLI commands.
Aggregate and summarize event datasets (logs) using OPAL statsby. Use when you need to count, sum, or calculate statistics across log events.
Use when designing or auditing AISTATS experiments, simulations, baselines, statistical tests, uncertainty estimates, ablations, random seeds, hyperparameters, compute, dataset…
Use when positioning an AISTATS submission against AI, machine-learning, statistics, and uncertainty literature, including arXiv preprints, workshop versions, concurrent…
Use when strengthening AISTATS reproducibility evidence, including the official checklist, statistical assumptions, proofs, datasets, hyperparameters, random seeds, compute,…
Use when deciding whether a project is a strong AISTATS fit, comparing AISTATS with NeurIPS, ICML, ICLR, UAI, COLT, JMLR, statistics journals, or application venues, and…
Use when revising an AISTATS paper for concise AI-statistics framing, theorem-and-experiment clarity, 8-page submission compression, double-blind wording, reproducibility clarity,…
Calculate and display statistics of AI task completions (daily, global, per-label).
Design and document statistical algorithms with pseudocode and complexity analysis
Alibaba Cloud Resource Center - Global Resource Inventory, Search & Statistics Skill. Provides cross-region, cross-product, and cross-account resource inventory, search, and…
Perform deep Linux diagnostics for memory, network, IO, and load issues. Use when symptoms include high/insufficient memory, OOM/oom-killer, Java memory pressure, and memory…
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store — from…
Generate custom Claude Code slash commands through intelligent 5-7 question flow. Creates powerful commands for business research, content analysis, healthcare compliance — from…
Use when choosing and applying a theory-construction method for an Academy of Management Review (AMR) manuscript — building constructs, defining their domain, specifying…
Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation.
Statistical analysis for medical research papers. Generates reproducible Python/R code with publication-ready tables and figures.
Structures epidemiologic analysis with incidence, prevalence, rate calculations, and statistical inference.
Structures vital records analysis with birth, death, and demographic trend reporting. Use when analyzing vital statistics, interpreting mortality data, or reporting demographic…
Use BEFORE fixing any non-trivial bug. Write a test that fails because of the bug, watch it fail, then fix the bug until the test passes.
Use when drafting the cover note to the editors for an Annals of Mathematics submission — concisely conveying the main result, its significance, scope fit, and any…
Use when laying out the proof strategy of a pure-mathematics manuscript for Annals of Mathematics — the architecture of the argument, the key lemmas and propositions, the novel…
Use when anticipating how an expert Annals of Mathematics referee will verify a proof — stress-testing the argument for gaps, checking external dependencies, and pre-empting the…
Use when stating the main theorem(s) of a pure-mathematics manuscript precisely, establishing their significance, and positioning them against prior work for an Annals of…
Use when responding to an Annals of Mathematics referee report — revising the manuscript to close gaps or strengthen results and writing a point-by-point reply.
Use when judging whether a pure-mathematics result clears the Annals of Mathematics importance and originality bar and falls within scope, before investing in framing or…
Use when running the final pre-submission preflight for an Annals of Mathematics manuscript — AMS-LaTeX compile, theorem environments, abstract and MSC, references, arXiv,…
Use when deciding what belongs in appendices versus the main text of a pure-mathematics manuscript for Annals of Mathematics — technical/auxiliary results, long computations, and…
Use when deciding which anmath-* sub-skill to invoke next, or when sequencing work on a pure-mathematics manuscript from scope check through major revision for an Annals of…
Use when polishing the prose and rigor of a pure-mathematics manuscript for Annals of Mathematics — eliminating gaps, removing "clearly"/"it is easy to see", precise quantifiers,…
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store — from…
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store — from bg-szy/TOP-SKILLS
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store — from…
Standard enterprise per ASO (App Store Optimization). Invocare per: ottimizzazione titolo/sottotitolo app, keyword research, descrizione, strategia screenshot, template risposta…
USE FOR: Strategy creation, analysis, and evaluation — game-theoretic foundations, competitive analysis, decision frameworks, SWOT/PESTLE, wargaming, and their mathematical…
Use when targeting International Conference on Artificial Intelligence and Statistics (AISTATS) or deciding whether a computer-science manuscript fits this venue.
Shell history management with Atuin. Use when configuring shell history, setting up history sync, searching command history, importing history from other shells, troubleshooting…
Use when augmenting balanced trees or dynamic sets with maintained metadata, order-statistic trees, interval trees, rank/select queries, overlap search, red-black-tree…
Automated machine learning with hyperparameter optimization using Optuna, Hyperopt, or AutoML libraries.
Bayesian approach to statistical inference and decision-making. Covers prior specification, likelihood functions, posterior computation, conjugate priors, Markov chain Monte Carlo…
Use when uncertainty must be updated after new evidence: start with a prior or base rate, estimate how strongly the evidence fits each hypothesis, update to a posterior, and…
Bayesian inference methods including prior selection, MCMC, and model comparison
Use when performing Bayesian statistical analysis, building probabilistic models, or when the task involves prior specification, posterior inference, or predictive checks.
Skill para retornar estatísticas e dados sobre participantes do Big Brother Brasil de todas as edições, acompanhadas de um comentário que forneça mais contexto para o usuário.
Audit government benefits and entitlement systems for fraud prevention, detection, and recovery capabilities.
Calculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics.
Calculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics.
Generate alignment statistics using samtools flagstat, stats, depth, coverage, and mosdepth. Use when assessing alignment quality, calculating coverage, or generating QC reports.
Test whether two or more traits share a causal variant at a locus using Bayesian colocalization (coloc.abf, coloc.susie, HyPrColoc, moloc, eCAVIAR, SMR/HEIDI, PWCoCo, SharePro).
Estimate bivariate genetic correlation (rg) between traits from GWAS summary statistics or individual-level genotypes using cross-trait LDSC, HDL, LAVA, rho-HESS, GREML-bivariate,…
Fits structural equation models to GWAS summary statistics using GenomicSEM (Grotzinger 2019), including common-factor models, confirmatory factor models, ESEM, common-factor GWAS…
Estimate SNP heritability and partition it across functional annotations, cell types, and loci from GWAS summary statistics or individual-level genotypes.