Development · Python

Python design patterns for CLI scripts and utilities — type-first development, deep modules, complexity management, and red flags.

mindfold-ai/Trellis

Shared reference for naming, function size, complexity and error handling rules that reviewer agents apply across TypeScript, Python, Go, Rust, Java, C# and Swift.

zereight/gitlab-mcp

Cut a new pymobiledevice3 release — create the GitHub release (which publishes to PyPI) with a curated Highlights section.

doronz88/pymobiledevice3

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows.

Yikai-Liao/symusic

Developer guide for the Cortex-M (CMSIS-NN) backend in ExecuTorch: quantization pipeline, pass manager, tests and adding new ops.

pytorch/executorch

Audit a software repository and turn reproducible signals into a prioritized, evidence-backed health report or compare audit snapshots over time.

1838904818/audit-repo

Runs a real Codex CLI session through claude-tap and produces trace evidence and viewer screenshots for pull requests that touch capture, proxying or the viewer.

liaohch3/claude-tap

A skill your agent uses to generate well-branded interfaces and assets for fast-agent, either for production or throwaway prototypes/mocks/etc.

evalstate/fast-agent

Cut a new RocketPy release: prepare the version-bump branch, update the changelog and all version references, and guide the PR-to-master + PyPI flow.

RocketPy-Team/RocketPy

Python development guidance with code quality standards, error handling, testing practices, and environment management.

databricks-solutions/ai-dev-kit

Run, interpret, or modify Skylos safely. An agent skill from duriantaco/skylos.

duriantaco/skylos

Generates, edits and validates draw.io files with correct mxGraph XML, covering flowcharts, architecture, sequence, ER and UML class diagrams.

github/awesome-copilot

给定一个投资主题/趋势,复用交易者 Serenity(@aleabitoreddit)的"供应链瓶颈逆向映射"方法论,独立挖出被市场忽视的上游瓶颈股(而非分析他已喊过的标的)。当用户给出一个主题(如"AI 数据中心电力""人形机器人""HBM 内存")并想要候选标的+论证时使用。仅供研究教育,非投资建议。

Mrjie7205/serenity-bottleneck-hunter

Create a new PyLops linear operator following docs/source/adding.rst - class file, docstring, tests, docs entry and example.

PyLops/pylops

Generate a persistent .nexus-map/ knowledge base that lets any AI session instantly understand a codebase's architecture, systems, dependencies, and change hotspots.

Haaaiawd/Nexus-skills

Run a large-scale language migration with the six-step process: create the map and the rules, stress-test the rules, translate everything, compile, run it, match behavior.

anthropics/code-migration-kit-with-claude-code

Slices 3D mesh files into printer-profiled plain G-code through real slicer CLIs, with backend discovery, input inspection, dry runs and static validation.

autonomous-ai/openharness

Automated generator for strongly typed Pydantic v2 data models and basic catalogs across any A2UI protocol version (v0.8, v0.9, v0.9.1, v1.0, etc.).

a2ui-project/a2ui

Lets Codex build, refine, test, validate and list CLI-Anything harnesses for GUI applications or source repositories, following the project's full methodology.

HKUDS/CLI-Anything

Formats Markdown with the Flowmark auto-formatter for typographic cleanup and semantic line breaks, and helps adopt it across a repository.

jlevy/repren

Scaffold production-ready Python MCP servers using FastMCP. An agent skill from timothywarner-org/claude-code.

timothywarner-org/claude-code

GPU frame debugging with RenderDoc via rdc-cli. An agent skill from rudybear/renderdoc-skill.

rudybear/renderdoc-skill

Write or improve software documentation using the Diátaxis framework — four documentation types (tutorials, how-to guides, reference, explanation), each serving a different user need.

calf-ai/calfkit-sdk

Sanitize Git paths that are invalid on Windows (for example :, ", |, ?, and trailing dot/space) and commit safe renames.

981377660LMT/algorithm-study

This skill should be used when the user wants to "write agent code", "build an agent with ADK", "add a tool", "create a callback", "define an agent", "use state management", or needs ADK (Agent…

pifferologo/cloud-agents-cli

Prepare and publish Cadwyn releases. An agent skill from zmievsa/cadwyn.

zmievsa/cadwyn

Author and edit PiFinder's user-facing documentation in the project's house style.

brickbots/PiFinder

This skill should be used when releasing tunacode-cli to PyPI.

alchemiststudiosDOTai/tunacode

Reproduces an OpenROAD GitHub bug from an attached tarball and shrinks the failing design with whittle.py so maintainers get a minimal test case.

The-OpenROAD-Project/OpenROAD

A skill your agent uses when writing, reviewing, or refactoring C/C++ firmware code in this repository (src/, lib/, test/) — creating or editing .h/.hpp/.cpp files, applying MISRA-oriented and…

BlueAndi/Pixelix

A skill your agent uses when investigating a bug, failing test, or unexpected runtime behavior and the mcp-debugger MCP server is available — drives real step-through debuggers (breakpoints, stack…

debugmcp/mcp-debugger

Investigate backend performance using Django Silk profiling data.

baserow/baserow

Trains an anomalib model on a dataset via the Python API or CLI, including training on a custom folder-structured dataset with the Folder datamodule.

open-edge-platform/anomalib

Investigate and harden Skylos security behavior. An agent skill from duriantaco/skylos.

duriantaco/skylos

Debug applications using the dbg CLI debugger. An agent skill from theodo-group/debug-that.

theodo-group/debug-that

A skill your agent uses when preparing a new CoBang release: reading current version from meson.build, choosing the next version, inferring changes from Git history, and adding a release entry in…

hongquan/CoBang

要求・設計・アーキテクチャ・未決事項を整理し、レビュー可能な設計資料HTMLを作りたい時に使う。Use this skill to structure requirements, design, architecture, alternatives, decisions, and unresolved issues into a review-ready HTML design document.

u-ichi/reviewable-html-workbench

Create or update a Flet release announcement blog post from changelog notes, matching existing /blog style.

flet-dev/flet

Authoring playbook for building agents that write, edit, review, or refactor code.

mastra-ai/mastra

Start, selectively modernize, fully migrate, or update Python projects using simple-modern-uv practices: uv, ruff, BasedPyright, pytest, GitHub Actions CI, and tag-driven PyPI publishing.

jlevy/simple-modern-uv

Land a PR that requires a coordinated ts-mono submodule change.

UKGovernmentBEIS/inspect_ai

Adds a release eval scorecard to a GAIA hub agent by writing a harness adapter, running a real eval, and wiring the result into the agent's README and release gate.

amd/gaia

Forward-ports or backports a single PR or branch onto the currently checked-out Saleor branch, handling GraphQL version markers and migration numbering along the way.

saleor/saleor

Routine update of all project dependencies — uv itself, uv.lock (all groups), tool versions pinned in GitHub workflows and .pre-commit-config.yaml (uv, ruff, mypy...), and SHA-pinned GitHub Actions.

alorence/django-modern-rpc

Checks a codebase for hardcoded secrets, vulnerable dependencies, weak input handling, weak authentication and unsafe transport settings before deployment or merge.

TheDecipherist/claude-code-mastery

Run when the user invokes /crossreview (or /crossreview:setup to choose the reviewers) or asks for a cross-review, a quorum review or a second opinion from other agents or models: fan a code review…

coddy-project/coddy-agent

Maintain, debug, and recover MTGA's Trae native custom-model route.

BiFangKNT/mtga

A skill your agent uses when debugging UE C++ crashes, runtime bugs, or unexpected behavior with Rider MCP available.

JasonMa0012/MooaToon