Regression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics --…
Translates the key findings of a statistical report into plain, journalist-ready language — pulling out the numbers that matter, explaining what they mean, and flagging anything…
Guide for annotating statistical significance (p-value asterisks) on comparison plots. Covers standard notation (ns, *, **, ***, ****), matplotlib bracket+asterisk implementation,…
Statistical Significance Calculator - Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the…
10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling.
Rewrites a complex statistic — including percentage changes, relative risk, confidence intervals, medians, and index numbers — in plain language that a general audience can…
Analyzes statistics used in a draft article and flags any that are misrepresented, lack context, use misleading framing, or require additional sourcing before publication.
Statistics, probability, linear algebra, and mathematical foundations for data science
Compiles a structured set of credible, ready-to-cite statistics on a specific topic, sourced from recognised institutions, government databases, and peer-reviewed research.
Verify statistics from raw data with methodology checking, significance testing, claim validation, and bias detection.
Track and analyze Claude Code usage statistics for CircleTel development. Use to monitor productivity, track model usage, view usage streaks, and optimize development workflow…
Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods.
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference.
Python statistical modeling: regression (OLS, WLS, GLM), discrete (Logit, Poisson, NegBin), time series (ARIMA, SARIMAX, VAR), with rigorous inference, diagnostics, and hypothesis…
Sonn- Feiertag- und Nachtarbeitszuschlaege § 3b EStG. Anwendungsfall Lohnabrechnung mit Schichtzuschlaegen Gastronomie Pflege Sicherheitsdienst LSt-Freiheit SV-Freiheit in…
Activate methodical coding stance. Research-backed emotional mode from claude-temper.
Maintain a per-repo folder of sticky note files for capturing deferred work, research results, decisions, and any information the developer asks you to remember for later.
Conversational design ideation agent that researches trends, explores visual directions, and refines ideas through adaptive questioning — then produces a rich PRD document and…
Analyze stocks and companies with fundamental analysis, technical indicators, and risk assessment. Primary output is a professional PDF research report.
Comprehensive evaluation of potential stock investments combining valuation analysis, fundamental research, technical assessment, and clear buy/hold/sell recommendations.
Produces a structured brief for a researcher or footage coordinator to use when sourcing stock or archive footage from libraries, broadcasters, or specialist archives.
Generate comprehensive company valuation reports as polished HTML/PDF. Use when user asks for stock valuation, company analysis, investment thesis, or deep-dive on a ticker.
Compact context at logical phase boundaries — after research, after planning, after debugging — rather than mid-task. Preserves useful state while clearing noise.
Multi-phase strategic decision framework for CEO founders. Orchestrates research, feasibility, planning, and implementation for any business initiative — product launches, market…
Test entire content strategies — not individual elements like A/B tests, but holistic approaches. "TOFU-heavy vs BOFU-heavy for 2 weeks" or "daily posting vs 3x/week." The…
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…
Standalone skill for validating an explicit assumption with structured research. Use when a user holds a belief that is still an assumption — a technical claim, a library's…
Designs statistical arbitrage pairs with cointegration analysis, spread dynamics, and entry/exit signal calibration.
Build a searchable archive of student projects, experiments, events, and weird real work so campus stops forgetting what students actually build.
Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Evaluates the methodology of a published study in plain language — identifying its strengths, weaknesses, and the specific claims the study design can and cannot support — so a…
Performs subgroup and heterogeneous treatment effect (HTE) analyses for clinical trials. Covers Mantel-Haenszel pooling, Breslow-Day, interaction tests in regression, RER — from…
Generates a structured research brief on a documentary subject before the first filming session, covering their background, their relationship to the film's subject, their…
Use when aligning long FASTQ reads to a reference genome with Subread's long-read aligner, optionally in RNA-seq mode.
Use when an agent needs deep research from subscription sources, local research workspaces, archived evidence, evidence briefs, source-backed research memos, hypothesis tracking,…
What are the independent voices actually saying? Extract and analyze long-form content from Substack publications.
Use when orchestrating long-running autonomous work — overnight runs, multi-hour research, multi-track experiments, 10+ hour jobs — where a single Claude context window cannot…
Use when starting significant features, epics, or complex tasks. Creates multi-phase implementation plans with parallelizable phases, poker estimates, TDD-first acceptance…
Expert data analyst transforming raw data into actionable business insights. Creates dashboards, performs statistical analysis, tracks KPIs, and provides strategic decisi — from…
Research customer questions by searching across documentation, knowledge bases, and connected sources, then synthesize a confidence-scored answer.
Generate a research-grounded execution plan for any coding task. ALWAYS reads the project, then searches the web via `surf-search-skill` (the skill must be installed), interviews…
Growth experiment design — structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment.
Evaluate survey data pipelines and research methodology. Analyzes response bias detection (speeders, straight-liners, bots), statistical significance testing (t-test, chi-square,…
Design and execute insect population surveys covering survey design, sampling methods, field execution, specimen identification, diversity index calculation including…
Survey all experiment PRs on a branch and return a structured status report: which students are idle, which PRs await review, which are WIP.
Design, deploy, and analyze surveys for social science and organizational res...
Survey and synthesize theoretical literature on a specific topic, identifying seminal papers, key results, open problems, and cross-domain connections.
Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests.
Provides guidance for experiment tracking with SwanLab. Use when you need open-source run tracking, local or self-hosted dashboards, and lightweight media logging for ML workflows.
Integrate new DEX aggregators, swappers, or bridge protocols (like Bebop, Portals, Jupiter, 0x, 1inch, etc.) into ShapeShift Web.
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows — from Claude Flow Team
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows — from bg-szy/TOP-SKILLS
Coordinate multiple agents by splitting work into research, synthesis, implementation, and verification, assigning ownership, and keeping the coordinator focused on integration…
Använd denna färdighet när användaren frågar om svensk statistik, svenska befolkningsdata, ekonomisk data för Sverige, svensk arbetsmarknad, svensk miljöstatistik,…
Använd denna färdighet när användaren frågar om Trafikanalys, transportstatistik, fordon i trafik, bilregistreringar, nyregistreringar, fordonskilometer, järnvägstransport,…
Use when researching, specifying, designing, or QAing a Swiss FOI / Öffentlichkeitsgesetz / LTrans / transparency-law request builder, including “MuckRock for Switzerland” or…
Consolidate Agentic SWMM run artifacts into auditable provenance, comparison records, and local Obsidian audit notes.
GIS/DEM preprocessing for SWMM experiments using the user's own QGIS/GRASS layers. Use when the user asks to (1) delineate subcatchments through QGIS/GRASS (standard or…