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brycewang-stanford/Auto-Empirical-Research-Skills
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | 97.Abstract Reads the manuscript and notebooks to generate a structured abstract. | brycewang-stanford/ | 4.6k | — | ~495 | Automated safety check: Notes | Unknown | 6 days ago |
| 98 | Academic paper writing skill with 12-agent pipeline. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~7.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 99 | Multi-perspective academic paper review with dynamic reviewer personas. | brycewang-stanford/ | 4.6k | — | ~5.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 100 | Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files. | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 101 | Orchestrator for the full academic research pipeline: research - write - integrity check - review - revise - re-review - re-revise - final integrity check - finalize. | brycewang-stanford/ | 4.6k | — | ~11k | Automated safety check: Pass | Unknown | 6 days ago |
| 102 | 102.Aer Statspai A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 103 | 103.Apsa Style APSA style checker for Quarto (.qmd) files. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 104 | 104.Assess Outline Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai's empirical research guide. | brycewang-stanford/ | 4.6k | — | ~2.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 105 | Validate the replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~984 | Automated safety check: Notes | Unknown | 6 days ago |
| 106 | 106.B2 VS-Enhanced Evidence Quality Appraiser - Prevents Mode Collapse with context-adaptive quality assessment Enhanced VS 3-Phase process: Avoids automatic tool application, delivers research-specific… | brycewang-stanford/ | 4.6k | — | ~3.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 107 | 107.C5 Meta-Analysis Master with Data Integrity, Effect Size, Error Prevention & Sensitivity Multi-gate validation and workflow orchestration for meta-analysis. | brycewang-stanford/ | 4.6k | — | ~3.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 108 | Run IV, DiD, and RDD analyses in R with proper diagnostics. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 109 | 109.Check Citations Verify academic citations against CrossRef, Semantic Scholar, and OpenAlex. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 110 | A skill your agent uses when adding citations to a .bib file, importing references by DOI, cleaning a bibliography, detecting duplicate entries, or normalizing citation keys. | brycewang-stanford/ | 4.6k | — | ~1k | Automated safety check: Pass | Unknown | 6 days ago |
| 111 | 111.Commit Stage, commit, and push changes for the sewage project. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~499 | Automated safety check: Notes | Unknown | 6 days ago |
| 112 | 112.Data Analysis End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Notes | Unknown | 6 days ago |
| 113 | 113.Data Analysis End-to-end R data analysis for the sewage project. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 114 | 114.Data Deposit Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 6 days ago |
| 115 | 115.Data Finder Find and assess datasets for a research question. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 116 | 116.Deep Audit Deep consistency audit of the entire repository infrastructure. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Notes | Unknown | 6 days ago |
| 117 | 117.Deep Audit Deep consistency audit of the entire repository — launches 4 parallel specialist agents to find factual errors, code bugs, broken references, count mismatches, and cross-document inconsistencies… | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Notes | Unknown | 6 days ago |
| 118 | 118.Deep Research Universal deep research agent team. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~8k | Automated safety check: Pass | Unknown | 6 days ago |
| 119 | 119.Diverga Diverga Dashboard - Live configuration status and feature overview. | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 120 | 120.Doctor System diagnostics and health checks for Diverga plugin. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 121 | Causal inference design audit for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 122 | Julia-based econometric and structural estimation for computationally intensive tasks. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 123 | 123.Econometrics R R-based econometric analysis for academic research. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 124 | Interpretation guidance for Urban Institute Portal datasets. | brycewang-stanford/ | 4.6k | — | ~5.9k | Automated safety check: Pass | Unknown | 6 days ago |
| 125 | Discovers education data from Urban Institute Portal: endpoints, variables, year coverage, join keys (CCD, IPEDS, CRDC, Scorecard, SAIPE). | brycewang-stanford/ | 4.6k | — | ~6k | Automated safety check: Pass | Unknown | 6 days ago |
| 126 | 126.Execute Plan A skill your agent uses when a research implementation plan exists in docs/superpapers/plans/ and the user is ready to execute it — collecting data, running analysis, producing outputs, writing the… | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 127 | 127.Extract Tikz Extract TikZ diagrams from Beamer source, compile to PDF, convert to SVG with 0-based indexing. | brycewang-stanford/ | 4.6k | — | ~498 | Automated safety check: Notes | Unknown | 6 days ago |
| 128 | 128.F5 Humanization Quality Verifier - Ensures transformation integrity and quality Validates that humanization preserves meaning, citations, and academic standards Use when: after G6 transformation… | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 129 | 129.Forking Paths Map the garden of forking paths for a concrete econometric design and turn it into a machine-readable design card that the specification-search engine can walk. | brycewang-stanford/ | 4.6k | — | ~2.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 130 | 130.Framing Attacks Catalogue of prompt framings that determine whether an agent refuses or performs specification search, and the harness for probing them. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 131 | 131.G1 VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. | brycewang-stanford/ | 4.6k | — | ~3.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 132 | 132.G2 Publication Specialist - Writing, Review, Pre-registration & Quality Assurance Light VS applied: Avoids template-based writing + audience-specific message design Absorbed G3 (Peer Review… | brycewang-stanford/ | 4.6k | — | ~4.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 133 | 133.G5 VS-Enhanced Academic Style Auditor - Academic Writing Quality Analysis Identifies 24+ writing patterns that reduce scholarly quality, adapted from Wikipedia AI Cleanup guidelines Use when: checking… | brycewang-stanford/ | 4.6k | — | ~4.1k | Automated safety check: Pass | Unknown | 6 days ago |
| 134 | 134.Help Diverga help guide - displays all 24 agents across 9 categories, commands, and usage examples. | brycewang-stanford/ | 4.6k | — | ~2.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 135 | 135.Hud Diverga HUD (Heads-Up Display) management skill. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.4k | Automated safety check: Pass | Unknown | 6 days ago |
| 136 | 136.Humanizer Strip AI writing patterns from text. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 137 | 137.I0 Systematic Review Pipeline Orchestrator - Coordinates systematic literature review automation Manages the complete 7-stage PRISMA 2020 pipeline from research question to RAG system Delegates to… | brycewang-stanford/ | 4.6k | — | ~2.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 138 | 138.I1 Paper Retrieval Agent - Multi-database paper fetching from Semantic Scholar, OpenAlex, arXiv Handles rate limiting, deduplication, and PDF URL extraction Use when: fetching papers, searching… | brycewang-stanford/ | 4.6k | — | ~2.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 139 | 139.I2 Screening Assistant - AI-PRISMA 6-dimension screening with Groq LLM (100x cheaper) Supports two project types with different confidence thresholds Use when: screening papers, PRISMA screening… | brycewang-stanford/ | 4.6k | — | ~1.6k | Automated safety check: Pass | Unknown | 6 days ago |
| 140 | 140.I3 RAG Builder with Parallel Document Processing Vector database construction with local embeddings (zero cost) Handles PDF download, text extraction, chunking, and vector database creation Absorbed B5… | brycewang-stanford/ | 4.6k | — | ~1.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 141 | 141.Identify Design or review identification strategy for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.3k | Automated safety check: Pass | Unknown | 6 days ago |
| 142 | 142.Interview Me Structured conversational interview to formalise a research idea or extension into a concrete specification with hypotheses and empirical strategy. | brycewang-stanford/ | 4.6k | — | ~1k | Automated safety check: Pass | Unknown | 6 days ago |
| 143 | A skill your agent uses when preparing a paper for submission to a specific journal, checking formatting requirements, parsing instructions for authors, building a submission checklist, or adapting… | brycewang-stanford/ | 4.6k | — | ~1.8k | Automated safety check: Pass | Unknown | 6 days ago |
| 144 | A skill your agent uses when choosing a target journal for a paper, comparing journal rankings, asking "where should I submit this", or building a submission strategy across multiple journals. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Pass | Unknown | 6 days ago |
