Use when targeting Experimental Economics or deciding whether a lab- or field-experiment manuscript fits this venue.
Experimental methods for physics including measurement, uncertainty analysis, and experimental design.
Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and success criteria, or resource requirements (equipment,…
Retrieves and analyzes Chromium per-CL code coverage data from the Findit API. Records per-CL coverage metrics for all modified source files and extracts unexecuted code lines.
Do experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + tooling.
When shared workflow assets are modified locally, ask the developer if the change should be upstreamed to ai-workflows. If yes, create a branch and PR on the ai-workflows repo.
Designing, running, and interpreting controlled experiments to decide whether a change is genuinely better — online A/B tests, randomized controlled trials, and offline hypothesis…
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,…
How to read experiment results without fooling yourself. Confidence intervals, p-values, multiple testing, sequential testing, CUPED, heterogeneous treatment effects, ratio…
Use when a feature launch needs experiment design, test sequencing, rollout guardrails, and measurement logic before exposure to users.
A platform decision framework for experimentation. When to use Statsig vs PostHog vs GrowthBook vs Optimizely vs Amplitude vs Eppo vs Kameleoon. How to migrate between them.
Experimentelle Behandlung Vertrag: moderner Medizinrechts-Skill für Behandlungsvertrag für innovative Methode, keine Erfolgsgarantie, Aufklärung und Abgrenzung…
Experimentelle: Schriftsatz-, Brief- und Memo-Bausteine: prüft konkret die einschlägigen Tatbestandsmerkmale, Fristen, Belege und Rechtsprechung.
Experimentelle: Schriftsatz-, Brief- und Memo-Bausteine im Einfache und leichte Sprache im Recht: 1. Welche Rolle hat die fragende Person und wer ist Gegenüber? 2.
Guides work on `packages/frontend/editor-ui` experiments. Use when creating, extending, wiring, testing, reviewing, or retiring editor-ui experiments, PostHog feature flags,…
Expert-level guidance for creating high-quality Claude Code skills. Use alongside Anthropic's skill-creator when creating new skills, improving existing skills, or needing…
Use when creating interactive scrollytelling pages, playable essays, model-driven explanations, or explorable explanations for concepts, phenomena, societal issues, geopolitical…
Evaluates and improves the exploration-cycle skills, prompts, routing, and artifact quality using baseline-first, one-hypothesis iteration loops with keep-discard decisions and…
Interactive co-authoring skill for the wide end of the exploration funnel. Captures and refines the core intent, whether the outcome is a software app, a business process…
Use when researching an unfamiliar external API before integration to verify feasibility, integration patterns, and limitations
Manual invocation only; use only when the user explicitly requests `explore-dnn-model` by name. Explore how to run a given DNN model checkpoint in the current Python environment…
Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories.
Exploratory data analysis using ydata-profiling. Use when users upload .csv/.xlsx/.json/.parquet files or request "explore data", "analyze dataset", "EDA", "profile data".
Reads and searches source code across ALL scopes: external library dependencies, plugins (buildscript), and Gradle Build Tool internal source code; use whenever you need to…
Parallelizes codebase exploration and research by launching multiple subagents simultaneously. Use when exploring codebases, researching questions, investigating bugs, gathering…
Documentation for the logistic regression MI estimation experiment (exps_logistic)
PostgreSQL's extended statistics — `CREATE STATISTICS`, `pg_statistic_ext`, `pg_statistic_ext_data` — the 4 stat kinds (dependencies / ndistinct / mcv / expressions) that help the…
Use when the user requests Antigravity CLI, agy, Cursor Agent CLI, cursor-agent, Grok CLI, grok, or explicitly authorizes an independent external-agent review, challenge, or…
Comprehensive external research methodology using web search, URL fetching, and documentation APIs for authoritative, version-aware documentation gathering
Use when deciding whether external research is needed and turning cited findings into repo actions. Triggers:
Parse and document algorithm pseudocode from research papers. Use when preparing for implementation.
Extracts materials-synthesis recipes from free-form text (papers, abstracts, lab notes) into a strict JSON schema.
Extracts and documents design tokens (colors, typography, spacing, shadows, etc.) from Figma designs. Updates the "デザイントークン" section in screen spec.md.
Extracts interaction specifications from Figma designs (hover states, transitions, animations, triggers). Updates the "インタラクション" section in screen spec.md.
Extracts interaction specifications from Figma designs (hover states, transitions, animations, triggers). Updates the "インタラクション" section in screen spec.md.
MiCA-Verordnung VO (EU) 2023/1114 Art. 16-21 Lizenzierung von Stablecoin-Emittenten (Asset-Referenced Tokens ART und Electronic Money Tokens EMT) bei BaFin.
Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation.
Market research: TAM/SAM/SOM sizing, competitor analysis, pricing research, trend analysis.
Universal orchestrator: 54 skills, 1297 methodologies. Development, DevOps, AI/ML, Product, Marketing, PM, BA, UX, Research. — from science/science-misc
Universal orchestrator: 54 skills, 1297 methodologies. Development, DevOps, AI/ML, Product, Marketing, PM, BA, UX, Research. — from diegosouzapw/awesome-omni-skill
Research: idea generation, market research, competitors, personas, pricing, validation.
Expert guidance for Meta's FAIRChem library - machine learning methods for materials science and quantum chemistry using pretrained UMA models with ASE integration for fast,…
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HN — from…
Use when you have run ORA on simulated metabolite sets with known null conditions (no true pathway enrichment) and need to measure how detection coverage, pathway database size,…
Creates beautiful, protein-focused weekly dinner menus for families with research capabilities. Generates printer-ready PDFs (8.5x11) with random design styles, identifies…
Fast scientific paper scouting with papercli. Search, download, read, and produce a referenced markdown findings file with core ideas, concepts, and key math.
Use when executing and reporting the statistical analysis for a Field Crops Research (FCR) manuscript — mixed models for multi-environment and blocked/split-plot designs,…
Use when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication,…
Use when building tables and figures for a Field Crops Research (FCR) manuscript so exhibits are self-contained, quantitatively complete, and agronomically informative — yield and…
Use when preparing the reporting completeness and research-data materials for a Field Crops Research (FCR) manuscript.
Use when writing the response to a Field Crops Research (FCR) revision decision (major or minor) and revising the manuscript.
Use when drafting or polishing a Field Crops Research (FCR) manuscript so it reads for a general agronomy/crop-science audience, follows FCR structure, and meets the format…
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and s — from…
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and s — from…
Query openFDA API for drugs, devices, adverse events, recalls, regulatory submissions (510k, PMA), substance identification (UNII), for FDA regulatory data analysis and s — from…
Find the real problem. Map the codebase. The brief is a hypothesis until evidence confirms it.
Expert guidance for using FeatBit's Flag Evaluation REST API and Track Insights REST API to build custom SDKs for platforms without an official FeatBit SDK.
Expert guidance for instrumenting FeatBit experiments and A/B tests — recording flag-evaluation exposures and metric events so the experimentation engine can analyze variant…
Use when after peak picking and sample alignment have produced an aligned feature table with m/z and retention time coordinates.
Form a two-part hypothesis: long-term vision + implementation approach. Activate after feature-research to synthesize findings into a concrete proposal.