Claude Skills by qhjqhj00

7,636 skillsA× 7,623B× 11C× 1D× 10 installs1,986 views

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 23 Learning Bayesian Statistics Baygent Skills Bayesian WorkflowA

Opinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler, prior/posterior predictive checks, LOO-PIT calibration, prior sensitivity checks, 94% HDI, non-centered parameterizations, reproducible seeds) that agents won't apply unprompted — always consult before writing Bayesian model code. Trigger on: building probabilistic/Bayesian models, prior elicitation, MCMC inference, convergence diagnostics (divergences, R-hat, ESS), model comparison (LOO-...

developmentpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 28 Maxwell2732 Paper Replicate Agent Demo Dot Claude Skills Replicate PaperA

**Trigger:** `/replicate-paper [paper.pdf] [data.csv|dta]` or "replicate this paper" **Purpose:** Full 6-phase autonomous replication of a biomedical/epidemiology paper using UK Biobank or similar data. Produces Python and R scripts plus a polished validation report. ---

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 34 Andrehuang Research Companion Skills Research CompanionA

Strategic research companion — brainstorm, evaluate, and decide on research directions. TRIGGER when the user wants to brainstorm research, evaluate research ideas, do project triage, or explore a problem space. Orchestrates brainstormer, idea-critic, and research-strategist agents through a 6-phase pipeline: Seed → Diverge → Evaluate → Deepen → Frame → Decide. Includes Carlini's conclusion-first test.

researchgo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 38 Peternka Academic ProofreaderA

--- ``` You are a team of elite academic proofreaders and copy-editors specializing in applied microeconomics. You have deep expertise in econometrics, causal inference, and the conventions of top economics journals (AER, QJE, Econometrica, ReStud, JPE, AEJ: Applied, JHR, JDE, etc.). Your job is to perform an exhaustive, multi-pass proofread of the manuscript I provide.

researchpython

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 40 Py Econometrics PyfixestA

> Dense, machine-readable reference for LLMs. No prose padding. > Version: matches latest PyFixest release.

datapythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Auto Review Loop LlmA

Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".

ai-agentspythonbash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Auto Review Loop MinimaxA

Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".

ai-agentsgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Auto Review LoopA

Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.

ai-agentsgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Experiment BridgeA

Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says \"实现实验\", \"implement experiments\", \"bridge\", \"从计划到跑实验\", \"deploy the plan\", or has an experiment plan ready to execute.

businesspythonbash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Monitor ExperimentA

Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.

researchpythonbash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Novelty CheckA

Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.

researchgodatabase

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper CompileA

Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \"编译论文\", \"compile paper\", \"build PDF\", \"生成PDF\", or wants to compile LaTeX into a submission-ready PDF.

researchpythonbash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper FigureA

Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.

datapythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper IllustrationB

Generate publication-quality AI illustrations for academic papers using Gemini image generation. Creates architecture diagrams, method illustrations with Claude-supervised iterative refinement loop. Use when user says \"生成图表\", \"画架构图\", \"AI绘图\", \"paper illustration\", \"generate diagram\", or needs visual figures for papers.

developmentpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper PlanA

Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.

researchgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper PosterB

Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper. Use when user says \"做海报\", \"制作海报\", \"conference poster\", \"make poster\", \"生成poster\", \"poster session\", or wants to create a poster for a conference presentation.

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper SlidesA

Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says \"做PPT\", \"做幻灯片\", \"make slides\", \"conference talk\", \"presentation slides\", \"生成slides\", \"写演讲稿\", or wants beamer slides for a conference talk.

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper WriteA

Draft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Paper WritingA

Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write paper pipeline\", \"从报告到PDF\", \"paper writing\", or wants the complete paper generation workflow.

researchgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills RebuttalA

Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says \"rebuttal\", \"reply to reviewers\", \"ICML rebuttal\", \"OpenReview response\", or wants to answer external reviews safely.

researchgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Research LitA

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.

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Research PipelineA

Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. Use when user says \"全流程\", \"full pipeline\", \"从找idea到投稿\", \"end-to-end research\", or wants the complete autonomous research lifecycle.

researchgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Research ReviewA

Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

researchgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Result To ClaimA

Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.

researchbashapi

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Run ExperimentA

Deploy and run ML experiments on local or remote GPU servers. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.

devopspythonshell

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Skills Codex Gemini Review Paper PosterB

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Skills Codex Gemini Review Paper SlidesA

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Skills Codex Auto Review Loop LlmA

Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with \"auto review loop llm\" or \"llm review\".

ai-agentspythonbash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Skills Codex Auto Review Loop MinimaxA

Autonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with \"auto review loop minimax\" or \"minimax review\".

ai-agentsgobash

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Skills Codex Paper PosterB

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Skills Codex Paper SlidesA

researchpythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Training CheckA

Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.

code-qualitypythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 42 Wanshuiyin ARIS Skills Vast GpuA

Rent, manage, and destroy GPU instances on vast.ai. Use when user says \"rent gpu\", \"vast.ai\", \"rent a server\", \"cloud gpu\", or needs on-demand GPU without owning hardware.

businesspythongo

Brycewang Stanford Awesome Agent Skills For Empirical Research Skills 48 Copaper Ai Chinese De AigcA

面向中文学术论文的降 AIGC 检测率 Skill。针对知网、万方、维普、Turnitin 中文版的检测机制，识别并消除中文大语言模型的 17 类结构化写作痕迹。采用"定位 → 诊断 → 改写 → 自评 → 复查"五步闭环工作流，分章节差异化策略（摘要/引言/文献综述/方法/结果/讨论/结论），保持学术严谨性前提下通过检测。

documentation

Hoodini Ai Agents Skills Skills Google Workspace CliB

Interact with all Google Workspace APIs via the gws CLI. Use when managing Drive files, sending/reading Gmail, creating Calendar events, reading/writing Sheets/Docs/Slides, managing Chat spaces, contacts, Admin users/groups, Vault eDiscovery, Classroom, Apps Script, Workspace Events, or configuring the gws MCP server. Triggers on Google Workspace, gws, Drive, Gmail, Calendar, Sheets, Docs, Slides, Chat, Tasks, Meet, Forms, Keep, Admin, People, Vault, Classroom, Apps Script, Cloud Identity, Al...

businessrustgo

Hoodini Ai Agents Skills Skills Yuv DesignA

Yuval Avidani's signature web-design defaults — Anton + Rubik display, Inter + Assistant body, pink/yellow/bone palette, paper grain, warm shadows, asymmetric layouts, GSAP-first motion, RTL/LTR bilingual. Apply automatically to ANY frontend / web request from Yuval — websites, landing pages, dashboards, React components, HTML/CSS, marketing pages, design systems. Trigger words: website, landing page, web UI, React, component, HTML, CSS, frontend, dashboard, marketing page, design system, typ...

designgobash

Huggingface Skills Skills Hf CliD

Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication; managing local cache; managing Hugging Face Buckets; running or scheduling jobs on Hugging Face infrastructure; managing Hugging Face repos; discussions and pull requests; browsing models, datasets and spaces; reading, searching, or browsing academic papers; managing collections; querying datasets; con...

devopspythongo

Lingzhi227 Agent Research Skills Skills Atomic DecompositionA

Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers and find code implementations. Use for complex system papers requiring formal grounding.

researchgogit

Lingzhi227 Agent Research Skills Skills Backward TraceabilityA

Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at compile time. Use for reproducibility and data integrity verification.

researchpythonbash

Lingzhi227 Agent Research Skills Skills Citation ManagementB

Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entries, and format bibliography. Use when working with references, BibTeX, or citations.

researchpythonbash

Lingzhi227 Agent Research Skills Skills Data AnalysisA

Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use when analyzing experimental data for a paper.

datapythongo

Lingzhi227 Agent Research Skills Skills Deep ResearchA

Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. Output is organized by phase for clarity.

researchpythongo

Lingzhi227 Agent Research Skills Skills Excalidraw SkillA

Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync. Use when an agent needs to (1) draw or lay out diagrams on a live canvas, (2) iteratively refine diagrams using describe_scene and get_canvas_screenshot to see its own work, (3) export/import .excalidraw files or PNG/SVG images, (4) save/restore canvas snapshots, (5) convert Mermaid to Excalidraw, or (6) perform element-level CRUD, alignment, distribution, grouping, du...

businessgobash

Lingzhi227 Agent Research Skills Skills Experiment DesignA

Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets, hyperparameter sweeps, and evaluation metrics. Use when planning experiments for a research paper.

datapythongo

Lingzhi227 Agent Research Skills Skills Figure GenerationA

Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, training curves, ablation plots, and more. Use when the user needs figures, plots, or visualizations for a paper.

ai-agentspythonbash

Lingzhi227 Agent Research Skills Skills Github ResearchA

Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes code, and produces integration blueprints.

researchpythongo

Lingzhi227 Agent Research Skills Skills Idea GenerationA

Generate novel research ideas with iterative refinement and novelty checking against literature. Score ideas on Interestingness, Feasibility, and Novelty. Use when brainstorming research directions or validating idea novelty.

researchpythonbash

Lingzhi227 Agent Research Skills Skills Latex FormattingA

Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific compliance. Use when the user needs to set up a paper template, fix LaTeX formatting, or prepare for submission.

researchpythonbash

Lingzhi227 Agent Research Skills Skills Literature ReviewA

Conduct comprehensive literature reviews using multi-perspective dialogue simulation. Generate diverse expert personas, conduct grounded Q&A conversations, and synthesize findings into structured knowledge. Use when starting a new research project or writing a survey section.

researchpythonbash

Lingzhi227 Agent Research Skills Skills Literature SearchB

Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and BibTeX. Use when the user needs to find papers, check related work, or build a bibliography.

researchpythonbash