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Agent skills that run python, that ask for Read

A skill is a Markdown file that tells a coding agent how to do one job. We parse every one we can find — the frontmatter, the outline, the languages in its code blocks — so you can look for the one that fits instead of reading through a repository to find out.

69,865 skills from 9,574 repositories, last read 11 September 2026.

Format
anyclaude-codepluginother
Runs
anybashpythontypescriptjavascriptjsonyamlmarkdownsqlpowershell
Asks for
anyBashReadWriteEditGrepGlobWebFetchTask

Skills declare what they need inconsistently: 58.8% name the languages they run, 11.2% list the tools they ask for, and 4.6% give themselves a category. Filtering narrows to the ones that said so, never to the ones that are.

  1. cli-ops0xDarkMatter/claude-mods
  2. accelerateAlexander-Tyagunov/magician
  3. analyze-statsAperivue/medsci-skills
  4. fill-protocolAperivue/medsci-skills
  5. lit-syncAperivue/medsci-skills
  6. make-figuresAperivue/medsci-skills
  7. present-paperAperivue/medsci-skills
  8. search-litAperivue/medsci-skills
  9. prometheusCloudChef/atlasclaw-providers
  10. ds-report-pdfDataslayer-AI/Marketing-skills
  11. v8unpack-cfDesko77/claude-code-skills-1c
  12. spark-connectGalius5136/databricks-spark-3.5-cert-prep
  13. apache-sparkGalius5136/databricks-spark-3.5-cert-prep
  14. spark-3.5-updatesGalius5136/databricks-spark-3.5-cert-prep
  15. pandas-on-sparkGalius5136/databricks-spark-3.5-cert-prep
  16. webhook-verifierHainrixz/agente-pagokit
  17. heliosdb-nano-migrateHeliosDatabase/HeliosDB-Nano
  18. heliosdb-nano-queryHeliosDatabase/HeliosDB-Nano
  19. heliosdb-nano-connectHeliosDatabase/HeliosDB-Nano
  20. heliosdb-nano-transactionsHeliosDatabase/HeliosDB-Nano
  21. heliosdb-nano-tenantHeliosDatabase/HeliosDB-Nano
  22. code-reviewerJeffallan/claude-skills
  23. data-analysisMarazii/research-co-pilot
  24. qualitative-codingMarazii/research-co-pilot
  25. replication-designerMarazii/research-co-pilot
  26. build-with-exaMoizIbnYousaf/marketing-cli
  27. cudaq-guideNVIDIA/skills
  28. digital-health-clinical-asr-finetuneNVIDIA/skills
  29. digital-health-clinical-asr-setupNVIDIA/skills
  30. warp-compile-time-optimizerNVIDIA/skills
  31. deep-analysisNikitaDmitrieff/auto-co-meta
  32. dspy-adapters-multimodalOmidZamani/dspy-skills
  33. dspy-advanced-module-compositionOmidZamani/dspy-skills
  34. dspy-better-togetherOmidZamani/dspy-skills
  35. dspy-bootstrap-fewshotOmidZamani/dspy-skills
  36. dspy-custom-module-designOmidZamani/dspy-skills
  37. dspy-debugging-observabilityOmidZamani/dspy-skills
  38. dspy-embedding-retrievalOmidZamani/dspy-skills
  39. dspy-evaluation-suiteOmidZamani/dspy-skills
  40. dspy-finetune-bootstrapOmidZamani/dspy-skills
  41. dspy-gepa-reflectiveOmidZamani/dspy-skills
  42. dspy-haystack-integrationOmidZamani/dspy-skills
  43. dspy-mcp-tool-integrationOmidZamani/dspy-skills
  44. dspy-miprov2-optimizerOmidZamani/dspy-skills
  45. dspy-optimize-anythingOmidZamani/dspy-skills
  46. dspy-output-refinement-constraintsOmidZamani/dspy-skills
  47. dspy-production-deploymentOmidZamani/dspy-skills
  48. dspy-rag-pipelineOmidZamani/dspy-skills
  49. dspy-react-agent-builderOmidZamani/dspy-skills
  50. dspy-reasoning-modulesOmidZamani/dspy-skills
  51. dspy-signature-designerOmidZamani/dspy-skills
  52. dspy-simba-optimizerOmidZamani/dspy-skills
  53. aris-paper-figureOpenLAIR/dr-claw
  54. aris-paper-posterOpenLAIR/dr-claw
  55. aris-paper-writeOpenLAIR/dr-claw
  56. aris-run-experimentOpenLAIR/dr-claw
  57. aris-serverless-modalOpenLAIR/dr-claw
  58. aris-training-checkOpenLAIR/dr-claw
  59. gtplannerOpenSQZ/GTPlanner
  60. qiskit-mcp-devQiskit/mcp-servers
  61. bigquery-patent-searchRobThePCGuy/Claude-Patent-Creator
  62. epc-searchRobThePCGuy/Claude-Patent-Creator
  63. epo-patent-analyzerRobThePCGuy/Claude-Patent-Creator
  64. epo-patent-searchRobThePCGuy/Claude-Patent-Creator
  65. patent-claims-analyzerRobThePCGuy/Claude-Patent-Creator
  66. patent-diagram-generatorRobThePCGuy/Claude-Patent-Creator
  67. prior-art-searchRobThePCGuy/Claude-Patent-Creator
  68. canvas-insideX-isdoingreat/canvas-pilot
  69. canvas-genericX-isdoingreat/canvas-pilot
  70. canvas-setupX-isdoingreat/canvas-pilot
  71. canvas-humanizer-loopX-isdoingreat/canvas-pilot
  72. canvas-reading-annotationX-isdoingreat/canvas-pilot
  73. canvas-ics33X-isdoingreat/canvas-pilot
  74. canvas-scanX-isdoingreat/canvas-pilot
  75. canvas-humanizerX-isdoingreat/canvas-pilot
  76. canvas-executeX-isdoingreat/canvas-pilot
  77. canvas-awkward-syntaxX-isdoingreat/canvas-pilot
  78. canvas-humanizer-surgicalX-isdoingreat/canvas-pilot
  79. ways-testsaaronsb/claude-code-config
  80. compound-engineeringaegntic/cldcde
  81. debt-sentinelaegntic/cldcde
  82. red-team-tribunalaegntic/cldcde
  83. spec-workflow-orchestratorahmedibrahim085/Claude-Multi-Agent-Research-System-Skill
  84. semantic-searchahmedibrahim085/Claude-Multi-Agent-Research-System-Skill
  85. frontend-componentalekspetrov/navigator
  86. nav-diagnosealekspetrov/navigator
  87. nav-initalekspetrov/navigator
  88. nav-loopalekspetrov/navigator
  89. nav-profilealekspetrov/navigator
  90. nav-skill-creatoralekspetrov/navigator
  91. plugin-slash-commandalekspetrov/navigator
  92. product-designalekspetrov/navigator
  93. visual-regressionalekspetrov/navigator
  94. securityalinaqi/maggy
  95. mir-backend-python-djangoanantbhandarkar/make-it-right
  96. mir-backend-python-flaskanantbhandarkar/make-it-right
  97. ag-5-documentosandregusman-raiz/a-gusman-claude
  98. pii-engineeranonde-io/anonde
  99. bot-frameworkbbvch-ai/aihub-core
  100. dagster-pipelinesbbvch-ai/aihub-core
  101. debug-agentbbvch-ai/aihub-core
  102. i18nbbvch-ai/aihub-core
  103. rclone-guidebbvch-ai/aihub-core
  104. scaffold-agentbbvch-ai/aihub-core
  105. scaffold-api-endpointbbvch-ai/aihub-core
  106. scaffold-api-repositorybbvch-ai/aihub-core
  107. scaffold-api-servicebbvch-ai/aihub-core
  108. scaffold-bot-handlerbbvch-ai/aihub-core
  109. scaffold-pipelinebbvch-ai/aihub-core
  110. setup-bot-connectionbbvch-ai/aihub-core
  111. literature-reviewbeita6969/ScienceClaw
  112. upgrade-stripebex-co/bex
  113. x402browser-use/browser-use
  114. marginaleffectsbrycewang-stanford/Auto-Empirical-Research-Skills
  115. pyfixest-referencebrycewang-stanford/Auto-Empirical-Research-Skills
  116. xlsxcharlieviettq/awesome-agent-skill
  117. umap-learncharlieviettq/awesome-agent-skill
  118. scvi-toolscharlieviettq/awesome-agent-skill
  119. scientific-visualizationcharlieviettq/awesome-agent-skill
  120. transformerscharlieviettq/awesome-agent-skill
  121. statistical-analysischarlieviettq/awesome-agent-skill
  122. data-visualizationcharlieviettq/awesome-agent-skill
  123. sympycharlieviettq/awesome-agent-skill
  124. single-cell-rna-qccharlieviettq/awesome-agent-skill
  125. create-vizcharlieviettq/awesome-agent-skill
  126. scikit-learncharlieviettq/awesome-agent-skill
  127. daskcharlieviettq/awesome-agent-skill
  128. polarscharlieviettq/awesome-agent-skill
  129. instrument-data-to-allotropecharlieviettq/awesome-agent-skill
  130. shapcharlieviettq/awesome-agent-skill
  131. pytorch-lightningcharlieviettq/awesome-agent-skill
  132. networkxcharlieviettq/awesome-agent-skill
  133. matplotlibcharlieviettq/awesome-agent-skill
  134. exploratory-data-analysischarlieviettq/awesome-agent-skill
  135. validate-datacharlieviettq/awesome-agent-skill
  136. scikit-survivalcharlieviettq/awesome-agent-skill
  137. pdfcharlieviettq/awesome-agent-skill
  138. statsmodelscharlieviettq/awesome-agent-skill
  139. data-viz-storytelling-healycharlieviettq/awesome-agent-skill
  140. statistical-analysischarlieviettq/awesome-agent-skill
  141. seaborncharlieviettq/awesome-agent-skill
  142. ga4-eventscognyai/claude-code-marketing-skills
  143. meta-capicognyai/claude-code-marketing-skills
  144. loom-code-reviewcosmix/loom
  145. loom-data-visualizationcosmix/loom
  146. loom-debuggingcosmix/loom
  147. loom-documentationcosmix/loom
  148. loom-model-evaluationcosmix/loom
  149. loom-prometheuscosmix/loom
  150. loom-refactoringcosmix/loom
  151. loom-security-auditcosmix/loom
  152. loom-testingcosmix/loom
  153. intelligent-testingdefinableai/definable.ai
  154. diffdockdralkh/iktinah
  155. ggetdralkh/iktinah
  156. matplotlibdralkh/iktinah
  157. pennylanedralkh/iktinah
  158. polarsdralkh/iktinah
  159. rdkitdralkh/iktinah
  160. drive-tuidwgx/SmartCLI
  161. tui-uidwgx/SmartCLI
  162. datum-systemelasticdotventures/_b00t_
  163. direnv-patternelasticdotventures/_b00t_
  164. dry-philosophyelasticdotventures/_b00t_
  165. kilnelithril/blender-kiln
  166. brief-compliance-checkflonat/flonat-research
  167. numerical-checkflonat/flonat-research
  168. pdfflonat/flonat-research
  169. pipeline-manifestflonat/flonat-research
  170. pre-submission-reportflonat/flonat-research
  171. split-pdfflonat/flonat-research
  172. symbolic-checkflonat/flonat-research
  173. webapp-testingflonat/flonat-research
  174. xlsxflonat/flonat-research
  175. solo-seo-clifortunto2/solo-factory
  176. solo-sgrfortunto2/solo-factory
  177. adversarygeekatron/jerry
  178. eng-teamgeekatron/jerry
  179. nasa-segeekatron/jerry
  180. problem-solvinggeekatron/jerry
  181. prompt-engineeringgeekatron/jerry
  182. red-teamgeekatron/jerry
  183. saucer-boy-framework-voicegeekatron/jerry
  184. saucer-boygeekatron/jerry
  185. user-experiencegeekatron/jerry
  186. ux-ai-first-designgeekatron/jerry
  187. ux-atomic-designgeekatron/jerry
  188. ux-behavior-designgeekatron/jerry
  189. ux-design-sprintgeekatron/jerry
  190. ux-heart-metricsgeekatron/jerry
  191. ux-heuristic-evalgeekatron/jerry
  192. ux-inclusive-designgeekatron/jerry
  193. ux-jtbdgeekatron/jerry
  194. ux-kano-modelgeekatron/jerry
  195. ux-lean-uxgeekatron/jerry
  196. bat-story-evalhomeassistant-ai/ha-mcp
  197. family-health-analyzerhuifer/WellAlly-health
  198. goal-analyzerhuifer/WellAlly-health
  199. nutrition-analyzerhuifer/WellAlly-health
  200. sleep-analyzerhuifer/WellAlly-health

Back to the index

The whole corpus is one call away through the search API, or ask a question of it on the index itself.