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.
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.
- managing-secretsancoleman/ai-design-components
- testing-strategiesancoleman/ai-design-components
- transforming-dataancoleman/ai-design-components
- using-graph-databasesancoleman/ai-design-components
- using-message-queuesancoleman/ai-design-components
- using-relational-databasesancoleman/ai-design-components
- using-vector-databasesancoleman/ai-design-components
- haiflow-n8nandersonaguiar/haiflow
- ag-5-documentosandregusman-raiz/a-gusman-claude
- ag-referencia-pythonandregusman-raiz/a-gusman-claude
- ag-referencia-escutaandregusman-raiz/a-gusman-claude
- ag-referencia-tddandregusman-raiz/a-gusman-claude
- api-docsandregusman-raiz/a-gusman-claude
- csv-transformandregusman-raiz/a-gusman-claude
- docxandregusman-raiz/a-gusman-claude
- pdfandregusman-raiz/a-gusman-claude
- pptxandregusman-raiz/a-gusman-claude
- xlsxandregusman-raiz/a-gusman-claude
- splitter-mrandreshere00/Splitter_MR
- webapp-testingandrew-yangy/gru-ai
- animica-deployanimicaorg/animica-mcp
- animica-inferenceanimicaorg/animica-mcp
- animica-paymentsanimicaorg/animica-mcp
- armor-alertsanomalyarmor/agents
- armor-analyzeanomalyarmor/agents
- armor-askanomalyarmor/agents
- armor-connectanomalyarmor/agents
- armor-investigateanomalyarmor/agents
- armor-lineageanomalyarmor/agents
- armor-monitoranomalyarmor/agents
- armor-profileanomalyarmor/agents
- armor-qualityanomalyarmor/agents
- armor-recommendanomalyarmor/agents
- armor-statusanomalyarmor/agents
- armor-tagsanomalyarmor/agents
- armor-testanomalyarmor/agents
- pii-engineeranonde-io/anonde
- ansvisor-aeo-coach-standaloneansvisor/ansvisor
- claude-apianthropics/skills
- pdfanthropics/skills
- slack-gif-creatoranthropics/skills
- webapp-testinganthropics/skills
- hyperframes-best-practicesanton-abyzov/vskill
- eigenai-audioanyt-io/notebook
- gemini-imageanyt-io/notebook
- gemini-videoanyt-io/notebook
- magpie-contributor-sentimentapache/magpie
- cronarbazkhan971/godmode
- docsarbazkhan971/godmode
- integrationarbazkhan971/godmode
- add-archon-modelareal-project/AReaL
- add-datasetareal-project/AReaL
- add-rewardareal-project/AReaL
- add-unit-testsareal-project/AReaL
- add-workflowareal-project/AReaL
- debug-distributedareal-project/AReaL
- figsnaparimunandar/figsnap-mcp
- robotics-design-patternsarpitg1304/robotics-agent-skills
- robot-bringuparpitg1304/robotics-agent-skills
- robotics-software-principlesarpitg1304/robotics-agent-skills
- robot-perceptionarpitg1304/robotics-agent-skills
- robotics-testingarpitg1304/robotics-agent-skills
- robotics-securityarpitg1304/robotics-agent-skills
- ros1arpitg1304/robotics-agent-skills
- ros2-web-integrationarpitg1304/robotics-agent-skills
- ros2arpitg1304/robotics-agent-skills
- corpus-adjudicatearthjean/rust-doctor
- sealed-secretsashfulcra/fulcra-tools
- skyllassafelovic/skyll
- video-useassafkip/claude-video-editor
- waitbusastrogilda/waitbus
- airflow-hitlastronomer/agents
- airflow-pluginsastronomer/agents
- airflow-state-storeastronomer/agents
- annotating-task-lineageastronomer/agents
- authoring-go-sdk-tasksastronomer/agents
- authoring-java-sdk-tasksastronomer/agents
- authoring-language-sdk-tasksastronomer/agents
- blueprintastronomer/agents
- cosmos-dbt-coreastronomer/agents
- cosmos-dbt-fusionastronomer/agents
- creating-openlineage-extractorsastronomer/agents
- dag-factoryastronomer/agents
- migrating-ai-sdk-to-common-aiastronomer/agents
- migrating-airflow-2-to-3astronomer/agents
- tracing-upstream-lineageastronomer/agents
- airflow-adapterastronomer/astro-airflow-mcp
- claude-code-plugin-referenceathola/claude-night-market
- generate-status-reportatlassian/atlassian-mcp-server
- uemcp-manifest-type-hintsatomantic/UEMCP
- compileratopile/atopile
- fabllatopile/atopile
- faebrykatopile/atopile
- graphatopile/atopile
- libraryatopile/atopile
- sexpatopile/atopile
- sexp_benchatopile/atopile
- solveratopile/atopile
- cnj-parserautodevx/legal-skills
- connectorsautonomous-ai/autonomous-os
- avenox-graphicsavenoxai/avenoxskills
- tddaveproject/ave
- create-toolawaku7/agentcli
- dummy-weatherawaku7/agentcli
- cli-help-styleaws-deadline/deadline-cloud
- summarizeaws-samples/sample-claude-code-multi-model
- file-processingaws-samples/sample-strands-agents-agentskills
- agui-authorawslabs/cli-agent-orchestrator
- cao-pluginawslabs/cli-agent-orchestrator
- cao-providerawslabs/cli-agent-orchestrator
- cao-workflowawslabs/cli-agent-orchestrator
- cell-type-annotationawslabs/hcls-agent-skills
- claims-analyticsawslabs/hcls-agent-skills
- dicom-processingawslabs/hcls-agent-skills
- digital-pathologyawslabs/hcls-agent-skills
- edc-data-validationawslabs/hcls-agent-skills
- ehr-data-parsingawslabs/hcls-agent-skills
- multi-omics-pipelineawslabs/hcls-agent-skills
- pa-decision-automationawslabs/hcls-agent-skills
- quality-measuresawslabs/hcls-agent-skills
- risk-adjustmentawslabs/hcls-agent-skills
- rwd-cohort-analysisawslabs/hcls-agent-skills
- scrna-seq-pipelineawslabs/hcls-agent-skills
- trajectory-analysisawslabs/hcls-agent-skills
- analyzing-skill-usageaxiomantic/spellbook
- auditing-green-mirageaxiomantic/spellbook
- debuggingaxiomantic/spellbook
- test-driven-developmentaxiomantic/spellbook
- standards-pythonb33eep/claude-code-setup
- uberarchbaggybin/ask-fable
- code-analysisbaidu-baige/LoongFlow
- file-processingbaidu-baige/LoongFlow
- naver-mailbam-bam-2/solo-skills
- threads-replybam-bam-2/solo-skills
- memory-curatebasicmachines-co/basic-memory
- memory-capturebasicmachines-co/basic-memory
- memory-continuebasicmachines-co/basic-memory
- memory-ingestbasicmachines-co/basic-memory
- memory-literary-analysisbasicmachines-co/basic-memory
- memory-lifecyclebasicmachines-co/basic-memory
- memory-metadata-searchbasicmachines-co/basic-memory
- memory-notesbasicmachines-co/basic-memory
- memory-reflectbasicmachines-co/basic-memory
- memory-researchbasicmachines-co/basic-memory
- memory-schemabasicmachines-co/basic-memory
- memory-tasksbasicmachines-co/basic-memory
- bot-frameworkbbvch-ai/aihub-core
- dagster-pipelinesbbvch-ai/aihub-core
- debug-agentbbvch-ai/aihub-core
- i18nbbvch-ai/aihub-core
- nats-eventsbbvch-ai/aihub-core
- rclone-guidebbvch-ai/aihub-core
- scaffold-agentbbvch-ai/aihub-core
- scaffold-api-endpointbbvch-ai/aihub-core
- scaffold-api-repositorybbvch-ai/aihub-core
- scaffold-api-servicebbvch-ai/aihub-core
- scaffold-bot-handlerbbvch-ai/aihub-core
- scaffold-pipelinebbvch-ai/aihub-core
- setup-bot-connectionbbvch-ai/aihub-core
- academic-literature-searchbeita6969/ScienceClaw
- arxiv-databasebeita6969/ScienceClaw
- asreview-screeningbeita6969/ScienceClaw
- astropy-astronomybeita6969/ScienceClaw
- biopython-biobeita6969/ScienceClaw
- biopythonbeita6969/ScienceClaw
- biorxiv-searchbeita6969/ScienceClaw
- chembl-databasebeita6969/ScienceClaw
- chemistry-toolsbeita6969/ScienceClaw
- citation-analysisbeita6969/ScienceClaw
- clinical-trials-searchbeita6969/ScienceClaw
- clinicaltrials-databasebeita6969/ScienceClaw
- clinvar-databasebeita6969/ScienceClaw
- code-executionbeita6969/ScienceClaw
- code-sciencebeita6969/ScienceClaw
- computational-pathology-agentbeita6969/ScienceClaw
- copernicus-climatebeita6969/ScienceClaw
- data-analysisbeita6969/ScienceClaw
- data-extractorbeita6969/ScienceClaw
- data-stats-analysisbeita6969/ScienceClaw
- data-transformbeita6969/ScienceClaw
- data-visualization-biomedicalbeita6969/ScienceClaw
- data-viz-plotsbeita6969/ScienceClaw
- deep-researchbeita6969/ScienceClaw
- docxbeita6969/ScienceClaw
- drug-discovery-searchbeita6969/ScienceClaw
- economics-analysisbeita6969/ScienceClaw
- ensembl-databasebeita6969/ScienceClaw
- experiment-designbeita6969/ScienceClaw
- experimental-designbeita6969/ScienceClaw
- exploratory-data-analysisbeita6969/ScienceClaw
- fluidsimbeita6969/ScienceClaw
- geo-databasebeita6969/ScienceClaw
- geopandas-spatialbeita6969/ScienceClaw
- geopandasbeita6969/ScienceClaw
- gnomad-databasebeita6969/ScienceClaw
- kegg-databasebeita6969/ScienceClaw
- literature-reviewbeita6969/ScienceClaw
- math-computationbeita6969/ScienceClaw
- matplotlib-vizbeita6969/ScienceClaw
- matplotlibbeita6969/ScienceClaw
The whole corpus is one call away through the search API, or ask a question of it on the index itself.