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…
Calculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics.
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…
Market Oracle for prediction market intelligence - Polymarket and Kalshi research, probability assessments, market sentiment analysis, and arbitrage opportunity identification.
Use when you have PSI (percent-spliced-in) matrices calculated independently for two or more biological conditions, each with two or more replicate samples, and you want to…
Finds winning Amazon products with 14 battle-tested selection strategies & 6-dimension risk assessment. Backed by 200M+ product database.
Amazon product research and seller analytics for FBA and FBM businesses. Find winning products with 14 selection strategies, track competitors, monitor BSR trends, analyze…
Perform exploratory data analysis (EDA) and data quality auditing on datasets and DataFrames. Quantifies null distributions, identifies anomalies, and reviews methodologi — from…
Perform exploratory data analysis (EDA) and data quality auditing on datasets and DataFrames. Quantifies null distributions, identifies anomalies, and reviews methodologi — from…
Use when choosing and applying a theory-construction method for an Academy of Management Review (AMR) manuscript — building constructs, defining their domain, specifying…
Data analysis methodology — how to frame a question, pick the right technique, avoid statistical traps, and connect results to decisions.
Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation. — from science/math-stats
Parse and interpret mathematical equations from research papers. Use when extracting formulas for implementation. — from majiayu000/claude-skill-registry
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says \"analyze results\", \"compare\", or needs to interpret exp — from…
Statistical analysis for medical research papers. Generates reproducible Python/R code with publication-ready tables and figures.
Analyze AI coding assistant usage patterns across Claude Code, Codex, and Cursor. Use when user asks about their coding usage, tool statistics, productivity patterns, skill…
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…
Invoke when iterating toward a fix/optimization/answer against a live system and tempted to guess from sparse signals — an observe→analyze→act loop over instrumentation + a scalar…
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,…
Write effective, consistent annotations on LLM/agent spans and traces, and coach the user on annotation practice.
Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality monitoring
Mine .aoa session evidence for missed eval triggers, candidate regression cases, and local eval pressure only after web research and repo owner surfaces are checked, returning raw…
MANDATORY before re-dispatching the builder after any APD verifier block or critical reviewer finding on Codex.
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…
Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinement (HTR)…
Use when targeting International Conference on Artificial Intelligence and Statistics (AISTATS) or deciding whether a computer-science manuscript fits this venue.
App Store Optimization keyword research using the public iTunes Search API. Computes keyword popularity (5-100) and difficulty (1-100) scores based on RespectASO algorithms.
Beginner-friendly App Store Optimization guide covering keyword research, screenshot design, rating management, and A/B testing for iOS and Android.
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.
Automated machine learning with hyperparameter optimization using Optuna, Hyperopt, or AutoML libraries.
[Agentic] Innovation & Improvement (OID) - Experimentation, A/B Testing, and Process Optimization (SKILL-20)
Use when before peak detection on a composite or individual mass track when you need to filter out low-intensity noise and baseline drift without removing true signal.
Performs and explains basic statistical calculations — percentages, percentage changes, per-capita rates, averages, medians, and ratios — from data you provide, showing the…
Use when after batch correction has been applied to metabolomics data using pooled SQC samples, and you need to retrieve the corrected ratios (compound / internal standard) for…
Use when you have experimental retention times (RTs) for a small set of calibration molecules (≥10) measured on both a source chromatographic method and a target method, and you…
Use when you have a pre-trained DNN RT predictor (e.g., trained on METLIN SMRT with 80,038 experimental RTs) and need to adapt it to predict retention times in a new or external…
Use when you need to transfer retention time predictions from one chromatographic method to another, but have access to only a small number (≥10) of molecules with known retention…
Bayesian approach to statistical inference and decision-making. Covers prior specification, likelihood functions, posterior computation, conjugate priors, Markov chain Monte Carlo…
Use when you have completed one or more LC-MS gradient runs, extracted separation efficiency metrics from the resulting MS1 and MS2 spectra, and need to incorporate those real…
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…