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Research & analysis

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1,724 of these skill files have been read, by 1,213 distinct authors, and what they tell an agent counted. What Research & analysis authors agree on, and what they forbid

  • Scholarly citation

    alfadur7/llm-wiki-newsroom/.claude/skills/scholarly-citation Skill

    75★ repo

    Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer, local-first, a structured alternative to RAG.

  • Customer research

    hyperfx-ai/marketing-skills/skills/customer-research Skill

    75★ repo

    Marketing skills for AI agents — paid ads, social media, SEO, competitor research, creative generation, email, analytics, and more. Powered by Hyper MCP.

  • Seo research

    hyperfx-ai/marketing-skills/skills/seo-research Skill

    75★ repo

    Marketing skills for AI agents — paid ads, social media, SEO, competitor research, creative generation, email, analytics, and more. Powered by Hyper MCP.

  • Pareto frontier analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/dbscan-parameter-tuning/pareto-frontier-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Usgs earthquake analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/earthquake-plate-calculation/usgs-earthquake-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Portfolio analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/financial-analysis/portfolio-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Plate tectonics analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-opus-4-6/earthquake-plate-calculation/plate-tectonics-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Json data analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-opus-4-6/enterprise-information-search/json-data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • 13f data analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-opus-4-6/financial-analysis/13f-data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Netcdf analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-opus-4-6/temperature-simulation/netcdf-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Geopandas distance analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/earthquake-plate-calculation/geopandas-distance-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Json data analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/enterprise-information-search/json-data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Sec 13f analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/financial-analysis/sec-13f-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Github issue analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/github-repo-analytics/github-issue-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Arxiv paper lookup

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/organize-messy-files/arxiv-paper-lookup Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Glm netcdf analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/temperature-simulation/glm-netcdf-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Excel statistical analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3-flash-preview/weighted-gdp-calculation/excel-statistical-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Financial analysis logic

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3.1-flash-lite-preview/financial-analysis/financial-analysis-logic Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Data analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3.1-flash-lite-preview/temperature-simulation/data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Excel analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3.1-flash-lite-preview/weighted-gdp-calculation/excel-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Python pandas merge

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3.1-pro-preview/temperature-simulation/python-pandas-merge Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Data analysis

    cxcscmu/SkillLearnBench/skills/b1-one-shot-gemini-3.1-pro-preview/travel-planning/data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 spatial analysis validation

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/earthquake-plate-calculation/run2_spatial-analysis-validation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 cross fund analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/financial-analysis/run2_cross_fund_analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 fund analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-haiku-4-5/financial-analysis/run2_fund_analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 plate boundary analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-opus-4-6/earthquake-plate-calculation/run2_plate-boundary-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 slack analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-opus-4-6/enterprise-information-search/run2_slack-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 13f data analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-opus-4-6/financial-analysis/run2_13f-data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 data analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-opus-4-6/github-repo-analytics/run2_data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 earthquake analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-sonnet-4-6/earthquake-plate-calculation/run2_earthquake-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 competitor analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-sonnet-4-6/enterprise-information-search/run2_competitor-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 13f fund analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-sonnet-4-6/financial-analysis/run2_13f-fund-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 gh issue analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-sonnet-4-6/github-repo-analytics/run2_gh-issue-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 gh pr analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-sonnet-4-6/github-repo-analytics/run2_gh-pr-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 glm netcdf analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-claude-sonnet-4-6/temperature-simulation/run2_glm-netcdf-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 enterprise product data analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/enterprise-information-search/run2_enterprise-product-data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 fund analysis pro

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/financial-analysis/run2_fund-analysis-pro Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 stock analysis pro

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/financial-analysis/run2_stock-analysis-pro Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 geospatial analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3.1-flash-lite-preview/earthquake-plate-calculation/run2_geospatial-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 13f analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3.1-flash-lite-preview/financial-analysis/run2_13f-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 data analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3.1-flash-lite-preview/travel-planning/run2_data-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 xlsx analysis

    cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3.1-flash-lite-preview/weighted-gdp-calculation/run2_xlsx-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 Execute Complete Geospatial Analysis Pipeline

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/earthquake-plate-calculation/run2_Execute-Complete-Geospatial-Analysis-Pipeline Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Classify Documents by Subject Content

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/organize-messy-files/run3_Classify-Documents-by-Subject-Content Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run1 ohio attractions and pois research

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/travel-planning/run1_ohio-attractions-and-pois-research Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 Net Exports Percentage Calculation and Statistical Analysis

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/weighted-gdp-calculation/run3_Net-Exports-Percentage-Calculation-and-Statistical-Analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 pacific plate earthquake analysis

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-opus-4-6/earthquake-plate-calculation/run2_pacific-plate-earthquake-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 sec 13f fund analysis aum stocks

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-opus-4-6/financial-analysis/run3_sec-13f-fund-analysis-aum-stocks Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 apache druid javascript rce vulnerability analysis

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-opus-4-6/fix-security-bug/run3_apache-druid-javascript-rce-vulnerability-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run1 npm audit security analysis

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/dependency-vulnerability-check/run1_npm-audit-security-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 analyze fund holdings and aum

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/financial-analysis/run3_analyze_fund_holdings_and_aum Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 analyze stock ownership

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/financial-analysis/run3_analyze_stock_ownership Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 analyze pdf calendar

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/schedule-planning/run3_analyze_pdf_calendar Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 comparative holding analysis

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/financial-analysis/run3_comparative_holding_analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 one fund analysis

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/financial-analysis/run3_one_fund_analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 visualization logic implementation

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-flash-lite-preview/stock-data-visualization/run3_visualization_logic_implementation Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run2 geopandas spatial analysis

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-pro-preview/earthquake-plate-calculation/run2_geopandas_spatial_analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Run3 analyze 13f filings and holdings

    cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-pro-preview/financial-analysis/run3_analyze_13f_filings_and_holdings Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • Geospatial earthquake analysis

    cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-haiku-4-5/earthquake-plate-calculation/geospatial-earthquake-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

  • 13f fund analysis

    cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-haiku-4-5/financial-analysis/13f-fund-analysis Skill

    75★ repo

    [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.