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Agent skills that run python

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. implementation-phasemarcusgoll/Spec-Flow
  2. fd-auditmarketcalls/openalgo
  3. vectorbt-expertmarketcalls/vectorbt-backtesting-skills
  4. sync-env-from-1passwordmarkmhendrickson/neotoma
  5. sync_env_from_1passwordmarkmhendrickson/neotoma
  6. spreadsheet-workbook-forensicsmarkoblogo/abvx-agent-skills
  7. odoo-test-writermart337i/odoo-skills
  8. api-gatewaymaton-ai/api-gateway-skill
  9. synapmaximem-ai/maximem_synap_sdk
  10. voicemode-djmbailey/voicemode
  11. voicemodembailey/voicemode
  12. deep-agents-coremclwh/xiaomaque
  13. deep-agents-memorymclwh/xiaomaque
  14. deep-agents-orchestrationmclwh/xiaomaque
  15. langchain-dependenciesmclwh/xiaomaque
  16. langchain-fundamentalsmclwh/xiaomaque
  17. langchain-middlewaremclwh/xiaomaque
  18. langchain-ragmclwh/xiaomaque
  19. langgraph-fundamentalsmclwh/xiaomaque
  20. langgraph-human-in-the-loopmclwh/xiaomaque
  21. langgraph-persistencemclwh/xiaomaque
  22. managed-deep-agentsmclwh/xiaomaque
  23. ripe-bgp-activitymehrdadrad/radops
  24. ripe-bgp-statemehrdadrad/radops
  25. ripe-dns-chainmehrdadrad/radops
  26. cua-drivermelandlabs/openloomi
  27. pdfmelandlabs/openloomi
  28. xlsxmelandlabs/openloomi
  29. mem0mem0ai/mem0
  30. goalmeridianmcp/Meridian
  31. fastmcpmetaspartan/cybara
  32. manim-videometaspartan/cybara
  33. merge-tracksmichael-harris/devteam
  34. entra-agent-idmicrosoft/azure-skills
  35. devtu-create-toolmims-harvard/ToolUniverse
  36. devtu-docs-qualitymims-harvard/ToolUniverse
  37. devtu-fix-toolmims-harvard/ToolUniverse
  38. devtu-githubmims-harvard/ToolUniverse
  39. host-and-share-remote-toolmims-harvard/ToolUniverse
  40. setup-tooluniversemims-harvard/ToolUniverse
  41. tooluniverse-sdkmims-harvard/ToolUniverse
  42. tooluniverse-variant-predictor-dms-validationmims-harvard/ToolUniverse
  43. tooluniverse-epigenomics-chromatinmims-harvard/ToolUniverse
  44. tooluniverse-target-researchmims-harvard/ToolUniverse
  45. tooluniverse-binder-discoverymims-harvard/ToolUniverse
  46. tooluniverse-spatial-transcriptomicsmims-harvard/ToolUniverse
  47. tooluniverse-polygenic-risk-scoremims-harvard/ToolUniverse
  48. tooluniverse-protein-structural-annotation-pdbmims-harvard/ToolUniverse
  49. tooluniverse-biomedical-fact-lookupmims-harvard/ToolUniverse
  50. tooluniverse-single-cellmims-harvard/ToolUniverse
  51. tooluniverse-cs-setupmims-harvard/ToolUniverse
  52. tooluniverse-disease-researchmims-harvard/ToolUniverse
  53. tooluniverse-aging-senescencemims-harvard/ToolUniverse
  54. tooluniverse-microbiome-researchmims-harvard/ToolUniverse
  55. tooluniverse-gwas-snp-interpretationmims-harvard/ToolUniverse
  56. tooluniverse-drug-target-validationmims-harvard/ToolUniverse
  57. tooluniverse-clinical-trial-designmims-harvard/ToolUniverse
  58. tooluniverse-dataset-discoverymims-harvard/ToolUniverse
  59. tooluniverse-sequence-retrievalmims-harvard/ToolUniverse
  60. tooluniverse-lipidomicsmims-harvard/ToolUniverse
  61. tooluniverse-gwas-drug-discoverymims-harvard/ToolUniverse
  62. tooluniverse-noncoding-rnamims-harvard/ToolUniverse
  63. tooluniverse-computational-biophysicsmims-harvard/ToolUniverse
  64. tooluniverse-chemical-compound-retrievalmims-harvard/ToolUniverse
  65. tooluniverse-data-wranglingmims-harvard/ToolUniverse
  66. tooluniverse-protein-sae-variant-interpretationmims-harvard/ToolUniverse
  67. tooluniverse-custom-toolmims-harvard/ToolUniverse
  68. tooluniverse-protein-structure-retrievalmims-harvard/ToolUniverse
  69. tooluniverse-statistical-modelingmims-harvard/ToolUniverse
  70. tooluniverse-gene-disease-associationmims-harvard/ToolUniverse
  71. tooluniverse-drug-regulatorymims-harvard/ToolUniverse
  72. tooluniverse-ecology-biodiversitymims-harvard/ToolUniverse
  73. tooluniverse-kegg-disease-drugmims-harvard/ToolUniverse
  74. tooluniverse-fastq-qcmims-harvard/ToolUniverse
  75. tooluniverse-multi-omics-integrationmims-harvard/ToolUniverse
  76. tooluniverse-crispr-screen-analysismims-harvard/ToolUniverse
  77. tooluniverse-drug-mechanism-researchmims-harvard/ToolUniverse
  78. tooluniverse-variant-interpretationmims-harvard/ToolUniverse
  79. tooluniverse-phylogeneticsmims-harvard/ToolUniverse
  80. tooluniverse-drug-repurposingmims-harvard/ToolUniverse
  81. tooluniverse-cancer-classificationmims-harvard/ToolUniverse
  82. tooluniverse-epidemiological-analysismims-harvard/ToolUniverse
  83. tooluniverse-plant-genomicsmims-harvard/ToolUniverse
  84. tooluniverse-protein-interactionsmims-harvard/ToolUniverse
  85. tooluniverse-stem-cell-organoidmims-harvard/ToolUniverse
  86. tooluniverse-natural-product-dereplicationmims-harvard/ToolUniverse
  87. tooluniverse-expression-data-retrievalmims-harvard/ToolUniverse
  88. tooluniverse-cancer-genomics-tcgamims-harvard/ToolUniverse
  89. tooluniverse-variant-to-mechanismmims-harvard/ToolUniverse
  90. tooluniverse-vaccine-designmims-harvard/ToolUniverse
  91. tooluniverse-gpcr-structural-pharmacologymims-harvard/ToolUniverse
  92. tooluniverse-variant-analysismims-harvard/ToolUniverse
  93. tooluniverse-adverse-outcome-pathwaymims-harvard/ToolUniverse
  94. tooluniverse-residue-functional-mechanism-interpretationmims-harvard/ToolUniverse
  95. tooluniverse-protein-lof-mechanismmims-harvard/ToolUniverse
  96. tooluniverse-image-analysismims-harvard/ToolUniverse
  97. tooluniverse-gwas-trait-to-genemims-harvard/ToolUniverse
  98. tooluniverse-rnaseq-deseq2mims-harvard/ToolUniverse
  99. tooluniverse-immune-repertoire-analysismims-harvard/ToolUniverse
  100. tooluniverse-acmg-variant-classificationmims-harvard/ToolUniverse
  101. mindmemos-climindscale-noah/MindMemOS
  102. adk-debugminh2004pd/chatbotfullpipeline
  103. test-qaminh2004pd/chatbotfullpipeline
  104. analyzeminhlucvan/notebookmd
  105. dashboardminhlucvan/notebookmd
  106. notebookmd-guideminhlucvan/notebookmd
  107. reportminhlucvan/notebookmd
  108. notebookmdminhlucvan/notebookmd
  109. mobile-use-setupminitap-ai/mobile-use
  110. mitos-sandboxesmitos-run/mitos
  111. pdfmiunasu/Spore
  112. mixedbread-parsingmixedbread-ai/skills
  113. mixedbread-searchmixedbread-ai/skills
  114. mixedbread-search-agentmixedbread-ai/skills
  115. mutation-testingmixpanel/mixpanel-headless
  116. building-mcp-serversmjunaidca/mjs-agent-skills
  117. building-chatgpt-appsmjunaidca/mjs-agent-skills
  118. building-chat-widgetsmjunaidca/mjs-agent-skills
  119. building-rag-systemsmjunaidca/mjs-agent-skills
  120. building-chat-interfacesmjunaidca/mjs-agent-skills
  121. dockermjunaidca/mjs-agent-skills
  122. evaluationmjunaidca/mjs-agent-skills
  123. kafkamjunaidca/mjs-agent-skills
  124. memory-systemsmjunaidca/mjs-agent-skills
  125. multi-agent-patternsmjunaidca/mjs-agent-skills
  126. scaffolding-openai-agentsmjunaidca/mjs-agent-skills
  127. scaffolding-fastapi-daprmjunaidca/mjs-agent-skills
  128. streaming-llm-responsesmjunaidca/mjs-agent-skills
  129. systematic-debuggingmjunaidca/mjs-agent-skills
  130. tool-designmjunaidca/mjs-agent-skills
  131. working-with-documentsmjunaidca/mjs-agent-skills
  132. working-with-spreadsheetsmjunaidca/mjs-agent-skills
  133. chatkit-actionsmjunaidca/taskforce
  134. chatkit-integrationmjunaidca/taskforce
  135. chatkit-streamingmjunaidca/taskforce
  136. containerize-appsmjunaidca/taskforce
  137. fastapi-backendmjunaidca/taskforce
  138. mcp-buildermjunaidca/taskforce
  139. context-modemksglu/context-mode
  140. evalscopemodelscope/evalscope
  141. fastapi-expertmonaccode/astromesh
  142. llm-app-patternsmonaccode/astromesh
  143. connection-auth-rulesmonte-carlo-data/mc-agent-toolkit
  144. push-ingestionmonte-carlo-data/mc-agent-toolkit
  145. drawio-architecturemoon09300731/drawio-architecture-skill
  146. 3d-to-blendermordor-forge/trident-mcp
  147. polybrainmosesman831/PolyBrain
  148. polygnosismosesman831/PolyGnosis
  149. mossforge-data-utilitiesmossforge/databroker
  150. mossforge-mot-analyticsmossforge/databroker
  151. mossforge-mot-historymossforge/databroker
  152. skill-forgemotiful/skill-forge
  153. motosan-aimotosan-dev/motosan-ai
  154. aws-diagrammpuig/claude-cloud-diagrams
  155. idapythonmrexodia/ida-pro-mcp
  156. code-reviewmsober/mini-agent
  157. api-designmturac/everything-openai-codex
  158. content-hash-cache-patternmturac/everything-openai-codex
  159. cost-aware-llm-pipelinemturac/everything-openai-codex
  160. data-scraper-agentmturac/everything-openai-codex
  161. database-migrationsmturac/everything-openai-codex
  162. django-tddmturac/everything-openai-codex
  163. django-patternsmturac/everything-openai-codex
  164. django-verificationmturac/everything-openai-codex
  165. django-securitymturac/everything-openai-codex
  166. django-celerymturac/everything-openai-codex
  167. error-handlingmturac/everything-openai-codex
  168. evm-token-decimalsmturac/everything-openai-codex
  169. fal-ai-mediamturac/everything-openai-codex
  170. fastapi-patternsmturac/everything-openai-codex
  171. homelab-wireguard-vpnmturac/everything-openai-codex
  172. lead-intelligencemturac/everything-openai-codex
  173. llm-trading-agent-securitymturac/everything-openai-codex
  174. mle-workflowmturac/everything-openai-codex
  175. mysql-patternsmturac/everything-openai-codex
  176. netmiko-ssh-automationmturac/everything-openai-codex
  177. network-config-validationmturac/everything-openai-codex
  178. network-bgp-diagnosticsmturac/everything-openai-codex
  179. network-interface-healthmturac/everything-openai-codex
  180. python-patternsmturac/everything-openai-codex
  181. python-testingmturac/everything-openai-codex
  182. pytorch-patternsmturac/everything-openai-codex
  183. redis-patternsmturac/everything-openai-codex
  184. regex-vs-llm-structured-textmturac/everything-openai-codex
  185. santa-methodmturac/everything-openai-codex
  186. uspto-databasemturac/everything-openai-codex
  187. pubmed-databasemturac/everything-openai-codex
  188. ggetmturac/everything-openai-codex
  189. video-editingmturac/everything-openai-codex
  190. videodbmturac/everything-openai-codex
  191. visa-doc-translatemturac/everything-openai-codex
  192. windows-desktop-e2emturac/everything-openai-codex
  193. x-apimturac/everything-openai-codex
  194. cartography-geovizmuend/geoai-skills
  195. geo-deep-learningmuend/geoai-skills
  196. geostatistics-interpolationmuend/geoai-skills
  197. google-earth-enginemuend/geoai-skills
  198. mcda-suitability-analysismuend/geoai-skills
  199. ml-experiment-standardsmuend/geoai-skills
  200. movement-trajectorymuend/geoai-skills

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