Python · For developers

Scaffold and build cloud-native applications on AWS using @aws/nx-plugin generators.

awslabs/nx-plugin-for-aws

Speed up slow Apache Spark jobs by tuning partitions, shuffles, data skew, caching and executor memory, with do and don't rules for PySpark code.

wshobson/agents

Code refactoring expert for improving code quality, readability, maintainability, and performance.

yennanliu/CS_basics

Shows when to answer a code question through a real language server instead of grep, covering definitions, references, hover, outlines, and errors.

weave-os/router

Routes a Word document request to the right approach: a TypeScript library for new files, XML editing for existing ones, and plain reading only.

pipeshub-ai/pipeshub-ai

Diagnoses why a file write failed (permissions, disk space, path length, locks, read-only mounts) before retrying, instead of repeating the same call blindly.

foryourhealth111-pixel/Vibe-Skills

Configure, build and test pyGPlates. An agent skill from GPlates/GPlates.

GPlates/GPlates

UTILITY SKILL — Python diagram generation for Azure architectures, WAF/cost/compliance charts, ERDs, swimlanes, timelines, and wireframes.

jonathan-vella/apex

Migrate TypeScript Mastra applications to Python with Pydantic AI and, only when needed, Pydantic AI Harness.

pydantic/pydantic-ai

Real-time observability for OpenClaw agents — local dashboard + optional encrypted cloud sync.

vivekchand/clawmetry

Initialize, validate, and troubleshoot Deep Agents projects in Python or JavaScript using the deepagents package.

soba-labs/langchain-agent-skills

Loads large language models in 8-bit or 4-bit with bitsandbytes so they fit smaller GPUs, and sets up QLoRA fine-tuning on a 4-bit base model.

Orchestra-Research/AI-Research-SKILLs

Scales PyTorch, TensorFlow and Hugging Face training from a single GPU to multi-node clusters with Ray Train, including Ray Tune sweeps and checkpoint recovery.

Orchestra-Research/AI-Research-SKILLs

Generates text embeddings locally with the sentence-transformers library for RAG, semantic search, clustering and similarity, with model picks for general, multilingual and legal text.

Orchestra-Research/AI-Research-SKILLs

Covers serving LLMs with SGLang, whose RadixAttention reuses cached prefixes, and constraining output to JSON, regex or grammar for agent and tool-calling workloads.

Orchestra-Research/AI-Research-SKILLs

Explains three ways to speed up LLM inference: draft-model speculative decoding, Medusa heads and lookahead decoding with Jacobi iteration, and when each one fits.

Orchestra-Research/AI-Research-SKILLs

Runs web-page JavaScript without a browser, in a V8 sandbox with a browser-environment shim, for scripts that only probe the environment and compute a result.

taxueseek/argo

Quality gate, audit evidence, live roots and cleanup boundaries for fastbrowse.

agent-labs-dev/fastbrowse

Guides the developer workflow for contributing to Race Condition.

GoogleCloudPlatform/race-condition

Test quality assurance workflow for LeetCode problems - verifies reproducibility, fixes linting issues, and ensures test structure matches JSON templates.

wislertt/leetcode-py

当实现用户驱动的大文件导出或批量序列化（Excel/CSV/JSON/JSONL/PDF，数据量未知或超过 1 万行/10 MB）时触发；普通小文件下载、静态资源下载、非导出 Writer/Report 类不触发。防止 OOM、临时文件残留、同步导出阻塞 HTTP 线程和表格公式注入。

doccker/cc-use-exp

Read this before writing any RavenDB query, client call or /databases/ request.

ravendb/docs

当需要为 funboost 框架编写测试、运行测试脚本、或验证新 broker/mixin 实现时使用。触发场景：编写测试脚本、验证消费者/发布者功能、AI Agent 运行 funboost 脚本。关键词：test funboost, 写测试, 运行测试, testframe, regression test, 验证消费, AI testing, os.exit, timeout。

ydf0509/funboost

Review code changes against PyPTO project standards before committing.

hw-native-sys/pypto

Validates the context file for a Nucleus V2 workflow run, discovers standalone context from explicit input, and writes a blocked result when required context is missing.

protect-my-hair/nucleus-marketplace

Run the Python package release gate for geobr — sync the locked environment, run the offline and network test suites, build the distribution, and review the source against the Python conventions.

ipea/geobr

Recreates every Flowfile development and build environment from scratch, with exact version pins and an explanation of what each Makefile target really does.

Edwardvaneechoud/Flowfile

Uses the Deepgram Python SDK's Read API to analyze text for sentiment, summaries, topics and intents with client.read.v1.text.analyze, from raw text or a hosted URL.

deepgram/deepgram-python-sdk

Loads pre-trained Hugging Face Transformers models for text, vision and audio tasks, runs inference with pipelines and fine-tunes on custom datasets.

davila7/claude-code-templates

Turns a project's claude-mem timeline into a week-by-week narrative, splitting it by ISO week and running one subagent per week that receives the prior week's carry-forward block.

thedotmack/claude-mem

Bump the pinned @pipelex/mthds-ui (and elkjs) version that the generated ReactFlow HTML loads from jsDelivr.

Pipelex/pipelex

Set up and validate a reproducible Python or R environment on a Wisp execution context.

xuzhougeng/wisp-science

Show or change the Cassette editing model and thinking level for the current media session.

Cassette-Editor/oh-my-cassette

Diagnose and fix broken MCP servers in mcptoon — doctor, health, per-server probes, and the common failure playbook.

activeing123/mcptoon

Enable or disable Unity Gateway subagent model routing for the current smart-routed Claude or Codex session, along with Smart Router Orchestrator when opted in.

databricks/unity-gateway

Historical starter note for the memory sidecar stack. An agent skill from mage0535/hermes-memory-installer.

mage0535/hermes-memory-installer

Runs the Megatron-LM autoformat script and its linting tools before a pull request, and keeps Python imports in order with isort.

NVIDIA/Megatron-LM

Instructions for working on a task in this repo. An agent skill from DASDAE/dascore.

DASDAE/dascore

A skill your agent uses when writing, fixing, editing, or reviewing Python code quality.

ertugrul-dmr/clean-code-skills

Create, revise, split, or remove an OpenSDL repository skill.

fl-sean03/OpenSDL

Audit, explain, or compare existing Tenuo warrants and delegation chains.

tenuo-ai/tenuo

Databricks development guidance including Python SDK, Databricks Connect, CLI, and REST API.

databricks/databricks-agent-skills

Kitaru just recipes, CLI structure and structured-output contract, analytics events, and PR-description conventions.

zenml-io/kitaru

Read when naming anything user-facing - GUI text, docs, public Python API names, arguments, docstrings, or error messages.

lightly-ai/lightly-studio

Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners.

trailofbits/skills

Developer notes for working inside the Opik Python SDK: layered design, async versus blocking calls, integration styles, batching and dependency rules.

comet-ml/opik

Улучшить/оптимизировать/переписать промпт под ТЕКУЩУЮ модель по официальным правилам вендора (Claude Code, Codex, Gemini CLI, Grok, Kimi, Qwen) и объяснить почему.

edvardgrishin27/nativeprompt

TileLang-Ascend 环境检查与配置验证技能。检查代码仓库完整性、编译安装状态、环境变量配置，并运行简单测试验证环境。发现问题会自动调用相关 skill 进行修复，并按依赖顺序重新执行后续步骤。触发关键词："环境检查"、"检查环境"、"验证环境"、"环境配置"、"环境搭建"、"env check"、"check environment"、"verify…

tile-ai/tilelang-ascend