Extract physical observables with error estimates from completed DQMC simulations. Use when computing density, double occupancy, spin correlations, structure factors, or any measured quantity from simulation data.

majiayu000200

Análisis de Datos

Iv Regression Guide

Apply instrumental variables, 2SLS, and address endogeneity issues

wentorai199

Machine Learning

Bayesian Statistics Guide

Bayesian inference methods including prior selection, MCMC, and model comparison

wentorai199

Análisis de Datos

Hypothesis Testing Guide

Statistical hypothesis testing, power analysis, and significance reporting

wentorai199

Análisis de Datos

Power Analysis Guide

Sample size calculation and statistical power analysis guide

wentorai199

Astronomía y Física

Astrophysics Data Guide

Astronomical data processing with Astropy, FITS files, and sky surveys

wentorai199

Bioinformática

Singlem

Use SingleM to profile metagenomes and genomes, generate OTU tables, and produce GTDB-based taxonomic profiles.

wwood185

Académico

Research Lit

Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.

CurryTang173

Base de Conocimientos

Resource Kb Researcher

Answer research questions by mining the project's resource repository (resource/) with explicit file-path citations. Use this skill when KB chat misses context or when users ask to verify paper/code evidence from resource files.

CurryTang173

Herramientas de Laboratorio

Statistical Error Analysis

Statistical Error Analysis - Analyze measurement errors: absolute error, scientific notation, max value, mean square, and formatting. Use this skill for statistics tasks involving calculate absolute error convert to scientific notation calculate max value calculate mean square format scientific notation. Combines 5 tools from 1 SCP server(s).

InternScience157

Herramientas de Laboratorio

Statistical Error Analysis

InternScience132

Computación Científica

Grad Sem

Apply Structural Equation Modeling (SEM) to test hypothesized causal structures by combining measurement models (CFA) and structural models (path analysis). Use this skill when the user needs to validate latent constructs, test mediation or moderation paths, assess model fit with CFI/TLI/RMSEA/SRMR, or when they ask 'do these variables form a causal chain', 'how do I test my theoretical model', or 'is my measurement model valid'.

asgard-ai-platform120

Ingeniería de Datos

Dask — Parallel & Distributed Computing

Distributed and parallel computing for larger-than-RAM datasets. Five components: DataFrames (parallel pandas), Arrays (parallel NumPy), Bags (unstructured data), Futures (task-based parallelism), Schedulers (threads/processes/distributed). Scales from laptops to HPC clusters. For in-memory speed on single machine use polars; for out-of-core analytics without cluster use vaex.

jaechang-hits119

Astronomía y Física

Astropy — Astronomy & Astrophysics Toolkit

Core Python library for astronomy and astrophysics. Units & quantities with dimensional analysis, celestial coordinate transformations (ICRS/Galactic/AltAz/FK5), FITS file handling, table operations (FITS/HDF5/VOTable/CSV), cosmological calculations (Planck18, distance/age/volume), precise time handling (UTC/TAI/TT/TDB, Julian dates, barycentric corrections), WCS pixel-world mapping, model fitting, image visualization. For general data tables use pandas/polars; for radio astronomy interferometry use CASA.

jaechang-hits119

Machine Learning

Pymc Bayesian Modeling

Bayesian modeling with PyMC 5. 8-step workflow: define model, set priors, define likelihood, sample (NUTS/ADVI), diagnose (R-hat, ESS, divergences), interpret posteriors, compare models (LOO/WAIC), predict. Hierarchical, logistic, GP model variants. Prior/posterior predictive checks.

jaechang-hits119

Depuración

Nansen Perp Trader Profile

Deep dive on a Hyperliquid perp trader. Identity, open positions, recent trades, and overall PnL.

nansen-ai118

Depuración

Conference Tracking

会议录用结果跟踪与趋势分析 — 当用户想追踪主流学术会议（ICLR/ICML/NeurIPS/AAAI/ACL等）的录用情况、分析录用趋势、或结合自身项目获取投稿建议时激活。

nanoAgentTeam83

Base de Conocimientos

Cross Paper Report

Generate integrated cross-paper explanations from KB cards. Use when a user asks to explain, compare, synthesize, understand, or deep-dive into one or more knowledge base cards, or asks how cards relate or work together.

Agents2AgentsAI80

Calidad de Código

Scope and Limitations

STATA code pattern library for empirical archival accounting research. Provides tested syntax from 126 peer-reviewed JAR (Journal of Accounting Research) replication files (2017-2025). Use when the user asks procedural questions like "How do I implement [method]?" or "Show me code for [technique]" — including: entropy balancing, propensity score matching (PSM), difference-in-differences (DiD), regression discontinuity (RDD), instrumental variables (IV), event studies (CAR/BHAR), survival analysis, Fama-MacBeth regressions, bootstrap, quantile regression, reghdfe/xtreg/areg, clustering standard errors, fixed effects, esttab/outreg2 table formatting, winsorization, leads/lags. Users can specify their variables (e.g., treatment, outcomes, controls) and receive adapted syntax. NOTE: This skill provides code patterns from published papers, not research design advice.

brycewang-stanford80

Química Computacional

Lean Uint Bitvec

Use when Lean 4 proofs involve UInt8/UInt16/UInt32/BitVec conversions, bv_decide, or bridging between numeric types and Nat.

kim-em76

Depuración

Lean Parsing Completeness

Use when proving parsing completeness theorems — that a parsing function returns .ok when given well-formed input, or that spec-level success implies native success. Also use when proving position bounds, eliminator lemmas, or chaining monadic parsing steps in Except/Option.

kim-em76

Depuración

Lean Array List

Use when Lean 4 proofs involve ByteArray, Array, List indexing, getElem, length lemmas, take/drop, or roundtrip proofs over byte collections.

kim-em76

Académico

Ma Peer Review

Act as Reviewer 1 and Reviewer 2 for a meta-analysis manuscript, checking rigor, reproducibility, and reporting compliance. Use when validating the final paper before submission.

htlin22269

Computación Científica

Simulation Study

Monte Carlo simulation study protocol

statsclaw69

Documentos

Ma Topic Intake

Intake a meta-analysis topic from TOPIC.txt, translate it into a PICO or PECO protocol, and define eligibility, outcomes, and search scope. Use when starting a new meta-analysis project or refining a research question.

htlin22269

Computación Científica

Monte Carlo

Design and implement Monte Carlo methods for uncertainty quantification, risk analysis, and probabilistic simulations across scientific and financial domains. Use when "monte carlo, random sampling, uncertainty quantification, risk analysis, stochastic simulation, MCMC, variance reduction, probabilistic, " mentioned.

omer-metin64

Ventas y Marketing

Benchmark Logging

Define benchmark runs and log outcomes with consistent metrics, acceptance criteria, and reproducible artifact references.

drpedapati55

Académico

Research Task

Execute a research task using compositional workflow planning. Characterizes the task, selects an approach from a library of research strategies, executes it, and self-evaluates output quality.

Kastalien-Research55

LLM & AI

Context Clip

Create context-limited versions of evaluations. Use when you need to simulate lower context windows or compare model performance at different context limits. Keywords - context, clip, truncate, window, limit, simulate, 8k, 12k, 16k.

the-crypt-keeper54

Depuración

External Mindstudio Ascend Profiler Db Explorer

面向 Ascend PyTorch Profiler / msprof DB（如 ascend_pytorch_profiler*.db、msprof_*.db）的 SQL 分析技能。将自然语言问题（算子耗时、通信、下发、调度、schema/table 查询）转为安全可执行 SQL，并按需从官方文档提取表结构详情。

ascend-ai-coding53

Statisticians Skills | Skills Pool