Skills / Data & research

Best data & research skills for Claude Code

Skills that help an agent gather and analyse information: web research, data analysis, reports and trend tracking.

45 skill repos graded, 14 earn an A, the median one keeps 198 tokens in your agent's context on every message. The lightest, JDArmy/BREAK, costs 19 tokens; the heaviest, ThomasMoreAI/legal-skills-open, costs 5,381.

Updated Nov 12, 2026. Graded by the free Skill Grader: six deterministic axes, no model, same result every run.

45 data & research skills, ranked

Best score first; ties go to the lighter footprint. Green and amber tags say what a skill does well and what is costing it rank. Click a skill for its full report card. All categories on one leaderboard.

RankSkillScoreStars
#1Ainfinite-gratitude · sstklen
  • Agents & automation
  • Data & research
  • Compact body
  • Progressive disclosure
3.95/4★ 31
#2Apodcast-transcript-txt-skill · KingJing1
  • Documents & files
  • Data & research
  • Compact body
  • Progressive disclosure
3.95/4★ 47
#3Achanlun-trading-system · noahnan-max
  • Data & research
  • Compact body
  • Progressive disclosure
  • Rules in prose
3.90/4★ 78
#4Alibrarium · jkudish
  • Data & research
  • Agents & automation
  • Progressive disclosure
  • 2 skills
3.75/4★ 135
#5ABREAK · JDArmy
  • Security
  • Data & research
  • Compact body
  • CLI leverage
  • Loads everything up front
3.70/4★ 383
#6Astrava-cli · eddmann
  • Data & research
  • Compact body
  • CLI leverage
  • Loads everything up front
3.70/4★ 28
#7Axianyu-monitor · voltwake
  • Agents & automation
  • Data & research
  • Compact body
  • CLI leverage
  • Loads everything up front
3.70/4★ 47
#8Areview-analyzer-skill · buluslan
  • Data & research
  • Compact body
  • Progressive disclosure
  • CLI leverage
3.70/4★ 128
#9Alets-go-rss · ALBEDO-TABAI
  • Data & research
  • Agents & automation
  • Compact body
  • CLI leverage
  • Loads everything up front
3.60/4★ 102
#10Ahermes-weather-plugin · FahrenheitResearch
  • Data & research
  • Compact body
  • Loads everything up front
  • Rules in prose
3.60/4★ 49
#11Aresearch-mode · assafkip
  • Data & research
  • Agents & automation
  • Compact body
  • Loads everything up front
  • Rules in prose
3.60/4★ 150
#12Aagentic-kaggle-skill · FrankS-IntelLab
  • Data & research
  • Coding workflow
  • Progressive disclosure
  • CLI leverage
  • Long body
3.60/4★ 185
#13Amcp-server-typescript · dataforseo
  • SEO & marketing
  • Data & research
  • CLI leverage
  • Loads everything up front
3.50/4★ 246
#14AFiltmall-Shopping-Skill · filtalgo
  • Agents & automation
  • Data & research
  • Progressive disclosure
  • CLI leverage
3.50/4★ 389
#15Bx-ai-topic-selector · vigorX777
  • Data & research
  • SEO & marketing
  • Loads everything up front
  • CLI leverage
3.40/4★ 56
#16Bserenity-skill · ZadAnthony
  • Data & research
  • Loads everything up front
  • Rules in prose
3.40/4★ 148
#17Bdy-note · Rimagination
  • Data & research
  • Images & media
  • Rules in prose
  • Progressive disclosure
3.40/4★ 170
#18Bargo · taxueseek
  • Data & research
  • Agents & automation
  • Heavy description
  • Compact body
  • 7 skills
3.40/4★ 238
#19Bgame-name-radar · foxigaoqian
  • SEO & marketing
  • Data & research
  • Long body
  • Loads everything up front
  • 2 skills
3.25/4★ 37
#20Bclaw-skill-public-dot-com · PublicDotCom
  • Agents & automation
  • Data & research
  • Long body
  • Loads everything up front
  • CLI leverage
3.20/4★ 43
#21Bagentic-readiness-guide · forter
  • Agents & automation
  • Data & research
  • Long body
  • Loads everything up front
  • CLI leverage
3.20/4★ 106
#22Bfact-check-skill · petar-nauka
  • Data & research
  • Rules in prose
  • Progressive disclosure
3.20/4★ 79
#23Bresearch-paper-figure-skill-factory · c-narcissus
  • Images & media
  • Data & research
  • Long body
  • Rules in prose
  • Progressive disclosure
3.20/4★ 49
#24BKISS-Knowledge-Infrastructure-for-Scientific-Simulation · lzwei196
  • Data & research
  • Coding workflow
  • Long body
  • Loads everything up front
  • 40 skills
3.10/4★ 71
#25Bfirecrawl · firecrawl
  • Data & research
  • Coding workflow
  • Heavy description
  • Padded description
  • 5 skills
3.00/4★ 200.3k
#26Bnihaixia · jangviktor-web
  • Data & research
  • Memory & context
  • Long body
  • Loads everything up front
  • Monolithic
2.70/4★ 4k
#27Bprecise · microprediction
  • Data & research
  • Coding workflow
  • Heavy description
  • Padded description
  • 6 skills
2.70/4★ 335
#28Bstruphy · struphy-hub
  • Data & research
  • Coding workflow
  • Heavy description
  • Padded description
  • 5 skills
2.65/4★ 38
#29Boh-my-ntu · SilentLake-Tech-SkillHub
  • Documents & files
  • Data & research
  • Heavy description
  • Padded description
  • 11 skills
2.60/4★ 93
#30Bawesome-game-security · gmh5225
  • Security
  • Data & research
  • Heavy description
  • Padded description
  • 13 skills
2.60/4★ 3.6k
#31Baginxbrowser · yinnho
  • Agents & automation
  • Data & research
  • Heavy description
  • Padded description
  • Loads everything up front
2.50/4★ 41
#32Bsolstone-journal · solpbc
  • Memory & context
  • Data & research
  • Heavy description
  • Padded description
  • 7 skills
2.50/4★ 28
#33Cpiflow · cas-bigdatalab
  • Data & research
  • Documents & files
  • Heavy description
  • Compact body
  • 40 skills
2.45/4★ 541
#34Copensea-skill · ProjectOpenSea
  • Agents & automation
  • Data & research
  • Heavy description
  • Padded description
  • 6 skills
2.40/4★ 51
#35Cawesome-iran-mcp · sepehr071
  • Agents & automation
  • Data & research
  • Heavy description
  • Padded description
  • 40 skills
2.25/4★ 127
#36CDrClaw · InternScience
  • Data & research
  • Agents & automation
  • Heavy description
  • Padded description
  • 40 skills
2.25/4★ 172
#37CAwesome-Gaussian-Skills · jaccen
  • Data & research
  • Coding workflow
  • Heavy description
  • Padded description
  • 19 skills
2.20/4★ 164
#38Cxxyy-trade-skill · Jimmy-Holiday
  • Data & research
  • Security
  • Heavy description
  • Padded description
  • 2 skills
2.10/4★ 45
#39Cspotlight · buriedsignals
  • Data & research
  • Agents & automation
  • Heavy description
  • Padded description
  • 26 skills
2.00/4★ 53
#40Clegal-skills-open · ThomasMoreAI
  • Documents & files
  • Data & research
  • Heavy description
  • Padded description
  • 40 skills
1.95/4★ 92
#41Cdeer-flow · bytedance
  • Agents & automation
  • Data & research
  • Heavy description
  • Padded description
  • 33 skills
1.80/4★ 84.1k
#42Ccoot · pemsley
  • Data & research
  • Heavy description
  • Padded description
  • 12 skills
1.75/4★ 169
#43Cmsp-skills · Servosity
  • Agents & automation
  • Data & research
  • Heavy description
  • Padded description
  • 40 skills
1.60/4★ 69
#44Cpm-claude-skills · mohitagw15856
  • Writing
  • Data & research
  • Heavy description
  • Padded description
  • 40 skills
1.55/4★ 1.5k
#45Cgbrain · garrytan
  • Memory & context
  • Data & research
  • Heavy description
  • Padded description
  • 40 skills
1.50/4★ 32.4k

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FAQ

What is the best data & research skill for Claude Code?

On the Skill Grader, sstklen/infinite-gratitude ranks #1 of 45: graded A (3.95/4), with 48 tokens resident on every message. #2 is KingJing1/podcast-transcript-txt-skill (A) and #3 is noahnan-max/chanlun-trading-system (A). The order updates whenever a skill is re-graded.

How are these skills ranked?

Each repo is graded on six deterministic axes, with no model involved: resident footprint (tokens its descriptions add to every message), description honesty, body size, progressive disclosure, factoring, and CLI leverage. Best score first; ties go to the lighter footprint, then more GitHub stars. A model only assigns the category, from a fixed list of twelve, and it never changes the grade. Public repos with 25+ stars are listed.

Does a high grade mean the skill works?

Not on its own. The grade measures what a skill costs your agent and how well it is built, not whether it gets the task right. Read the report card, then try the skill on a real task in your own repo.

Can I use these skills outside Claude Code?

They are SKILL.md bundles, the Agent Skills format Claude Code loads. Other coding agents that read SKILL.md, such as Codex, can use the same files; each repo’s README has its install steps.

How do I get my skill listed or move up?

Grade it with the free Skill Grader: paste the repo URL. A public repo with 25+ stars is listed in its category automatically. Fix what the report card flags, grade it again, and its rank and README badge update at once.