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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. smiles-to-cas-conversionSpectrAI-Initiative/InnoClaw
  2. substructure_activity_searchSpectrAI-Initiative/InnoClaw
  3. synthetic_biology_designSpectrAI-Initiative/InnoClaw
  4. smiles_comprehensive_analysisSpectrAI-Initiative/InnoClaw
  5. scientific-literature-searchSpectrAI-Initiative/InnoClaw
  6. snp_functional_analysisSpectrAI-Initiative/InnoClaw
  7. seawater-sound-speed-calculationSpectrAI-Initiative/InnoClaw
  8. skill-creatorSpectrAI-Initiative/InnoClaw
  9. seismic-waveform-processingSpectrAI-Initiative/InnoClaw
  10. systems_pharmacologySpectrAI-Initiative/InnoClaw
  11. substance_toxicologySpectrAI-Initiative/InnoClaw
  12. statistical_error_analysisSpectrAI-Initiative/InnoClaw
  13. string-ppi-enrichmentSpectrAI-Initiative/InnoClaw
  14. signal_processingSpectrAI-Initiative/InnoClaw
  15. structural_homology_modelingSpectrAI-Initiative/InnoClaw
  16. structural_pharmacogenomicsSpectrAI-Initiative/InnoClaw
  17. seawater-freezing-temperatureSpectrAI-Initiative/InnoClaw
  18. thermal_analysisSpectrAI-Initiative/InnoClaw
  19. transcriptome_analysisSpectrAI-Initiative/InnoClaw
  20. tcga-gene-expressionSpectrAI-Initiative/InnoClaw
  21. toxicity_assessmentSpectrAI-Initiative/InnoClaw
  22. tissue_specific_analysisSpectrAI-Initiative/InnoClaw
  23. Text to CADSpectrAI-Initiative/InnoClaw
  24. uniprot_deep_analysisSpectrAI-Initiative/InnoClaw
  25. ucsc_genome_explorationSpectrAI-Initiative/InnoClaw
  26. uniprot-protein-retrievalSpectrAI-Initiative/InnoClaw
  27. unit-conversion-nanoscaleSpectrAI-Initiative/InnoClaw
  28. unit_conversion_suiteSpectrAI-Initiative/InnoClaw
  29. virus_genomicsSpectrAI-Initiative/InnoClaw
  30. variant-clinical-significanceSpectrAI-Initiative/InnoClaw
  31. variant-pharmacogenomicsSpectrAI-Initiative/InnoClaw
  32. variant_pathogenicitySpectrAI-Initiative/InnoClaw
  33. variant-gwas-associationsSpectrAI-Initiative/InnoClaw
  34. variant-genomic-locationSpectrAI-Initiative/InnoClaw
  35. virtual_screeningSpectrAI-Initiative/InnoClaw
  36. variant-cross-database-idsSpectrAI-Initiative/InnoClaw
  37. variant-population-frequencySpectrAI-Initiative/InnoClaw
  38. variant-functional-predictionSpectrAI-Initiative/InnoClaw
  39. web_literature_miningSpectrAI-Initiative/InnoClaw
  40. wind-site-assessmentSpectrAI-Initiative/InnoClaw
  41. mcp-analyticsSunrisesIllNeverSee/sigrank-app
  42. basis-arbSuperior-Trade/superior-skills
  43. bollinger-reverter-4hSuperior-Trade/superior-skills
  44. breakoutSuperior-Trade/superior-skills
  45. dca-weeklySuperior-Trade/superior-skills
  46. donchian-strong-regimeSuperior-Trade/superior-skills
  47. dsl-exit-engineSuperior-Trade/superior-skills
  48. funding-squeezeSuperior-Trade/superior-skills
  49. funding-rate-arbitrageSuperior-Trade/superior-skills
  50. grid-tradingSuperior-Trade/superior-skills
  51. mean-reversionSuperior-Trade/superior-skills
  52. regime-overlaySuperior-Trade/superior-skills
  53. scalpingSuperior-Trade/superior-skills
  54. skill-sublationSven-Mirana/sublation
  55. syncause-debuggerSyncause/debug-skill
  56. code_reviewTaeSooPark-PTS/LatticeAI
  57. data_analysisTaeSooPark-PTS/LatticeAI
  58. file_editTaeSooPark-PTS/LatticeAI
  59. summarize_documentTaeSooPark-PTS/LatticeAI
  60. web_searchTaeSooPark-PTS/LatticeAI
  61. arxiv-searchTaewoooPark/scholar-megasearch
  62. ai-image-generatorTashanGKD/tashan-cursor-skills
  63. role-AI工程师TashanGKD/tashan-cursor-skills
  64. role-DevOpsTashanGKD/tashan-cursor-skills
  65. role-技术架构师TashanGKD/tashan-cursor-skills
  66. role-后端开发TashanGKD/tashan-cursor-skills
  67. role-测试工程师TashanGKD/tashan-cursor-skills
  68. role-数据分析师TashanGKD/tashan-cursor-skills
  69. role-审核者-系统破坏TashanGKD/tashan-cursor-skills
  70. test-env-setupTashanGKD/tashan-cursor-skills
  71. statistical-analysisTerryFYL/claude-statistical-analysis-skill
  72. pdfTetiAI/hivebox
  73. slack-gif-creatorTetiAI/hivebox
  74. webapp-testingTetiAI/hivebox
  75. xlsxTetiAI/hivebox
  76. sandboxed-sh-missionsTh0rgal/sandboxed.sh
  77. agilab-example-maturityThalesGroup/agilab
  78. security-auditTheDecipherist/claude-code-mastery
  79. faster-whisperThePlasmak/faster-whisper
  80. pdfTheSmokeDev/taskchad-os
  81. pptx-generatorTheSmokeDev/taskchad-os
  82. skillsTheSuperColony/supercolony-mcp
  83. schemapinThirdKeyAI/SchemaPin
  84. code-simplificationThreat-Vector-Security/guardian-agent
  85. figure-analysisTigerdwgth/Paperify
  86. image-ratingTigerdwgth/Paperify
  87. title-cnTigerdwgth/Paperify
  88. memory-market-agent-skillTimluogit/clawriver
  89. memory-marketTimluogit/clawriver
  90. figure-engineTobiasBlask/open-paper-machine
  91. latex-engineTobiasBlask/open-paper-machine
  92. literature-engineTobiasBlask/open-paper-machine
  93. qualitative-engineTobiasBlask/open-paper-machine
  94. review-engineTobiasBlask/open-paper-machine
  95. personal-guide-startTserenTserenov/FMT-exocortex-template
  96. diagnoseTserenTserenov/FMT-exocortex-template
  97. optimizing-parquet-storageUnknown-333/awesome-data-engineering-skills
  98. optimizing-pyspark-jobsUnknown-333/awesome-data-engineering-skills
  99. generating-synthetic-test-dataUnknown-333/awesome-data-engineering-skills
  100. engineering-databricks-pipelinesUnknown-333/awesome-data-engineering-skills
  101. implementing-data-quality-checksUnknown-333/awesome-data-engineering-skills
  102. authoring-airflow-dagsUnknown-333/awesome-data-engineering-skills
  103. orchestrating-prefect-flowsUnknown-333/awesome-data-engineering-skills
  104. processing-streaming-dataUnknown-333/awesome-data-engineering-skills
  105. building-dagster-assetsUnknown-333/awesome-data-engineering-skills
  106. building-kafka-consumersUnknown-333/awesome-data-engineering-skills
  107. anonsec-mcp-serverVRIL-LABS/anonsec-mcp-server
  108. show-hn-writerVarnan-Tech/opendirectory
  109. verifyVeblin/invest-skills
  110. idapythonVibRev/ida-headless-mcp
  111. data-analystVinix24/vnx-orchestration
  112. database-engineerVinix24/vnx-orchestration
  113. excel-reporterVinix24/vnx-orchestration
  114. intelligence-engineerVinix24/vnx-orchestration
  115. monitoring-specialistVinix24/vnx-orchestration
  116. performance-profilerVinix24/vnx-orchestration
  117. python-optimizerVinix24/vnx-orchestration
  118. data-analystVinix24/vnx-orchestration
  119. database-engineerVinix24/vnx-orchestration
  120. excel-reporterVinix24/vnx-orchestration
  121. intelligence-engineerVinix24/vnx-orchestration
  122. monitoring-specialistVinix24/vnx-orchestration
  123. performance-profilerVinix24/vnx-orchestration
  124. python-optimizerVinix24/vnx-orchestration
  125. cocosearch-debuggingVioletCranberry/coco-search
  126. cocosearch-add-extractorVioletCranberry/coco-search
  127. cocosearch-add-languageVioletCranberry/coco-search
  128. cocosearch-add-grammarVioletCranberry/coco-search
  129. wattcoinWattCoin-Org/wattcoin
  130. agent-builderWh1isper/ya-mono
  131. canvas-insideX-isdoingreat/canvas-pilot
  132. canvas-genericX-isdoingreat/canvas-pilot
  133. canvas-setupX-isdoingreat/canvas-pilot
  134. canvas-humanizer-loopX-isdoingreat/canvas-pilot
  135. canvas-bootstrapX-isdoingreat/canvas-pilot
  136. canvas-reading-annotationX-isdoingreat/canvas-pilot
  137. canvas-ics33X-isdoingreat/canvas-pilot
  138. canvas-scanX-isdoingreat/canvas-pilot
  139. canvas-humanizerX-isdoingreat/canvas-pilot
  140. canvas-executeX-isdoingreat/canvas-pilot
  141. canvas-awkward-syntaxX-isdoingreat/canvas-pilot
  142. canvas-humanizer-surgicalX-isdoingreat/canvas-pilot
  143. ai-answer-traceXPOZpublic/xpoz-agent-skills
  144. competitive-intelXPOZpublic/xpoz-agent-skills
  145. creator-authenticity-scoreXPOZpublic/xpoz-agent-skills
  146. geo-redditXPOZpublic/xpoz-agent-skills
  147. geo-visibility-checkXPOZpublic/xpoz-agent-skills
  148. influencer-discoveryXPOZpublic/xpoz-agent-skills
  149. lead-gen-scanXPOZpublic/xpoz-agent-skills
  150. reddit-researchXPOZpublic/xpoz-agent-skills
  151. security-osintXPOZpublic/xpoz-agent-skills
  152. social-sentiment-analyzerXPOZpublic/xpoz-agent-skills
  153. twitter-data-exportXPOZpublic/xpoz-agent-skills
  154. xpoz-best-practicesXPOZpublic/xpoz-agent-skills
  155. xpoz-getting-startedXPOZpublic/xpoz-agent-skills
  156. xpoz-social-trackingXPOZpublic/xpoz-agent-skills
  157. delive-transcript-analyzerXimilalaXiang/DeLive
  158. supermemory-agent-learningYashvantHange/SuperMemory
  159. supermemory-agent-learningYashvantHange/SuperMemory
  160. setup-routinesYesterday-AI/paperclip-plugin-company-wizard
  161. build-managed-agentsYijiaDuan/build-managed-agents
  162. manim-skillYusuke710/manim-skill
  163. start-hereZICXR/A-Stock-Skills
  164. hugagent-backend-devZJU-REAL/HugAgentOS
  165. autostrategyZach0911/autostrategy
  166. swmm-plotZhonghao1995/agentic-swmm-workflow
  167. alphasiftZhuLinsen/alphasift
  168. adapter-opsZipstack/unstract
  169. connector-opsZipstack/unstract
  170. ways-testsaaronsb/claude-code-config
  171. persona-knowledgeacnlabs/OpenPersona
  172. 通达信TQadambbhe/TDX-finance-mcp-plugin-v3
  173. 机构持仓股东分析adambbhe/TDX-finance-mcp-plugin-v3
  174. alphafoldadaptyvbio/protein-design-skills
  175. boltzadaptyvbio/protein-design-skills
  176. boltzgenadaptyvbio/protein-design-skills
  177. campaign-manageradaptyvbio/protein-design-skills
  178. chaiadaptyvbio/protein-design-skills
  179. esmadaptyvbio/protein-design-skills
  180. foldseekadaptyvbio/protein-design-skills
  181. ipsaeadaptyvbio/protein-design-skills
  182. mosaicadaptyvbio/protein-design-skills
  183. pdbadaptyvbio/protein-design-skills
  184. protein-design-workflowadaptyvbio/protein-design-skills
  185. protein-qcadaptyvbio/protein-design-skills
  186. uniprotadaptyvbio/protein-design-skills
  187. mcp-server-instructionsadawalli/nexus
  188. local-security-checkaddxai/enterprise-harness-engineering
  189. security-compliance-reviewaddxai/enterprise-harness-engineering
  190. testing-strategyaddxai/enterprise-harness-engineering
  191. code-simplificationaddyosmani/agent-skills
  192. browser-edge-casesaden-hive/hive
  193. manimce-best-practicesadithya-s-k/manim_skill
  194. manimgl-best-practicesadithya-s-k/manim_skill
  195. librecrawl-auditadityaarsharma/librecrawl-technical-seo-audit-mcp
  196. Blender 3D Animation Studioaegntic/cldcde
  197. compound-engineeringaegntic/cldcde
  198. debt-sentinelaegntic/cldcde
  199. red-team-tribunalaegntic/cldcde
  200. pack-submitaeonfun/aeon

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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.