Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
Home › Tag › Python

Python — Claude Code Skills

3080 Claude Code skills tagged Python. Browse all programming language-related skills in the open ClaudSkills registry — free to install, one-click via the desktop app.

Showing top 200 of 3080 skills, ranked by quality score.

commit-flask

Build-check, fix, commit, and push a Flask app. Verifies the app can start by importing it, fixes obvious errors iteratively, then creates a git commit with a descriptive message a

tools

create-python-project

Scaffold a new Python project from the ByteCode Solutions blueprint template. Use when the user wants to create, initialize, bootstrap, or start a new Python project.

engineering

design-stylecards

Declarative catalog of named aesthetic recipes — exact shadow stacks, glass surfaces, gradient treatments, and type scales as copy-paste values with Use-When and Avoid rules. Use w

content

docx-automation

Generate DOCX documents from pipeline results or structured data. Uses python-docx library for Word document generation. Independent utility skill (can be called standalone or post

engineering

generate-notebook-from-module

Python 모듈 완성 시 대응하는 Jupyter Notebook을 자동 생성한다. AST 파싱으로 public API를 추출하고 사용 예시 템플릿을 제공한다. convention-jupyter-setup의 '모듈 완성 시 노트북 필수' 규칙을 자동화한다.

engineering

infrahub-managing-checks

Creates Infrahub check definitions — Python validation logic, GraphQL queries, and YAML-driven tests for proposed change pipelines. TRIGGER when: writing validation checks, creatin

tools

infrahub-managing-objects

Creates and manages Infrahub object data YAML files for populating infrastructure instances — devices, locations, organizations, and modules. TRIGGER when: creating device instance

tools

infrahub-managing-transforms

Creates Infrahub transforms that convert data into JSON, text, CSV, or device configs using Python or Jinja2 templates, with YAML-driven tests. TRIGGER when: building config genera

tools

run-security

Run security vulnerability checks on a Python package or project. Use when the user wants to audit code for security issues or check dependencies for known CVEs.

security

v8unpack-cf

Распаковка и сборка бинарных файлов 1С (CF/CFE/EPF) через Python-утилиту v8unpack. Используй когда нужно распаковать конфигурацию, расширение или обработку в исходники, или собрать

engineering

abaqus

Master skill for Abaqus FEA scripting. Use for any finite element analysis, topology optimization, or Abaqus Python scripting task. Routes to appropriate specialized skills.

engineering

astropy-fundamentals

Work with astronomical data using Astropy for FITS file I/O, coordinate transformations, physical units, precise time handling, and catalog operations. Use when processing telescop

engineering

auditing-python-dependencies

Audit a Python project's installed dependencies for known CVEs by wrapping pip-audit (PyPA's official vulnerability auditor) and emitting findings in the canonical penetration-test

security

automating-mac-apps

Automates macOS apps via Apple Events using AppleScript (discovery), JXA (legacy), and PyXA (modern Python). Use when asked to "automate Mac apps", "write AppleScript", "JXA script

engineering

automating-reminders

Automates Apple Reminders using JavaScript for Automation (JXA). Use when asked to "create reminders programmatically", "automate reminder lists", "JXA Reminders scripting", or "ma

content

backend-atomic-commit

Pedantic backend pre-commit and atomic commit Skill for Django/Optimo-style repos. Enforces local AGENTS.md / CLAUDE.md, pre-commit hooks, .security/* helpers, and Monty’s backend

security

backend-pr-workflow

Pedantic Diversio backend dev workflow Skill that enforces ClickUp-linked branch/PR naming, PR hygiene, safe Django migrations, and downtime-safe schema changes for Django4Lyfe-sty

general

backend-ralph-plan

Create a structured plan directory with Ralph Wiggum Loop integration for backend Django projects. Generates PLAN.md (task index), task files, and RALPH-PROMPT.md (the actual promp

general

bio-population-genetics-scikit-allel-analysis

Python population genetics with scikit-allel. Read VCF files, compute allele frequencies, calculate diversity statistics, perform PCA, and run selection scans using Genot — from bg

science

bio-workflow-management-snakemake-workflows

Build reproducible bioinformatics pipelines with Snakemake using rules, wildcards, and automatic dependency resolution. Use when creating Python-based workflows, automati — from bg

science

bruno-api

Generate comprehensive API endpoint documentation from Bruno (.bru) files by mapping requests to a Django4Lyfe/Diversio-style backend implementation (Django REST Framework or Djang

general

channels-bootstrap

Production-ready channel server implementations — CI webhook receiver, mobile approval relay, Discord/Telegram bridge, and local fakechat dev profile. Copy-paste starter code with

security

check-logging

로깅 컨벤션 검증 스킬. Python 코드의 로깅 패턴을 분석하여 규칙 준수 여부를 검사한다.

engineering

checking-license-compliance

Audit a project's dependency licenses against an explicit policy (allow-list / deny-list / review-required) and flag incompatibilities before they ship to production. Reads SPDX li

engineering

compare-cpython-versions

Compare CPython source code between two Python versions to identify changes in headers and structs. Use this when adding support for a new Python version to understand what changed

engineering

corder-test-generation

Generate unit tests, integration tests, and test fixtures for code. Supports Jest, Mocha, pytest. Use when writing tests or improving test coverage.

engineering

core-python-best-practices

Essential guidelines for writing modern, type-safe, and idiomatic Python 3 code.

engineering

creating-bauplan-pipelines

Creates bauplan data pipeline projects with SQL and Python models. Use when starting a new pipeline, defining DAG transformations, writing models, or setting up bauplan project str

engineering

detect-buttons

Guide user through button detection for an unknown mouse using Slicer Python console

engineering

detecting-command-injection-patterns

Scan a source tree for command-injection vulnerable patterns: shell=True calls in Python subprocess, os.system / os.popen with interpolated strings, Node child_process.exec with te

security

detecting-eval-exec-usage

Scan a source tree for dynamic-code-execution APIs that an attacker can hijack: Python eval / exec / compile, JavaScript eval / Function() / setTimeout(string), Ruby eval / instanc

security

detecting-insecure-deserialization

Scan a source tree for unsafe-by-default deserialization APIs: Python pickle.loads / cPickle / shelve / dill, Ruby Marshal.load / YAML.load (pre-3.1 default), Java ObjectInputStrea

tools

dev-shadcn

Integration and customization of shadcn/ui (copy-paste React components, Radix + Tailwind). Trigger when the user wants to install shadcn, add components, customize the theme, or w

content

django-cbv-patterns

Use when Django Class-Based Views for building modular, reusable views. Use when creating CRUD operations and complex view logic.

engineering

django-orm-patterns

Use when Django ORM patterns with models, queries, and relationships. Use when building database-driven Django applications.

engineering

django-rest-framework

Use when Django REST Framework for building APIs with serializers, viewsets, and authentication. Use when creating RESTful APIs.

engineering

django-test-expert

Expert tool for generating and executing Django unit, integration, and security tests. Triggers when the user mentions "test", "unit test", "coverage", "pytest", or "Django testing

engineering

fastapi-async-patterns

Use when FastAPI async patterns for building high-performance APIs. Use when handling concurrent requests and async operations.

engineering

fastapi-validation

Use when FastAPI validation with Pydantic models. Use when building type-safe APIs with robust request/response validation.

engineering

find-cpython-usage

Find all CPython internal headers and structs used in the codebase, particularly for profiling functionality. Use this when adding support for a new Python version to identify what

engineering

flaskapi

Flask API development including blueprints, extensions, and REST patterns. Activate for Flask apps, Python web APIs, and lightweight API development.

engineering

flask-expert

Expert-level Flask web development, REST APIs, extensions, and production deployment

engineering

fluorescence-spectroscopy-analyzer

Fluorescence spectroscopy skill for quantum dot characterization, FRET measurements, and photoluminescence analysis

content

gemini-rlm-min

Minimal implementation of Recursive Language Models (RLM) using Gemini 2.0 Flash and a local Python REPL. Enables processing of massive contexts via the Gemini CLI. — from engineer

engineering

gemini-rlm-min

Minimal implementation of Recursive Language Models (RLM) using Gemini 2.0 Flash and a local Python REPL. Enables processing of massive contexts via the Gemini CLI. — from majiayu0

engineering

gf-cocotb

Python-based testbench generation using Cocotb. Alternative to SystemVerilog testbenches for Python-native hardware engineers. Example: "create a cocotb test for the FIFO", "write

engineering

godxploit-python-scripting

Skill gabungan untuk project Godxploit — Python scripting, automation, network security tools, code validation, structured file generation, dan flow exploit bertahap. Gunakan skill

engineering

idapython

Execute IDAPython via idasql. Use when SQL surfaces are insufficient and direct IDA SDK access is needed via Python snippets or scripts.

engineering

language-python

Python language patterns and best practices. Use when language python guidance is required or when selecting a primary language for non-trivial automation.

engineering

loom-md-tables

Fix markdown table alignment and spacing issues. Use when formatting tables in markdown files, aligning columns, normalizing cell padding, or ensuring proper GFM table st — from co

engineering

loom-testing

Test implementation across unit, integration, e2e, security, infrastructure, data pipeline, and ML domains. Use for writing tests, debugging flaky tests, improving coverage, and fo

engineering

mixpanel-analytics

MixPanel analytics tracking implementation and review Skill for Django4Lyfe optimo_analytics module. Implements new events following established patterns and reviews implementation

general

monty-code-review

Hyper-pedantic code review skill that emulates Monty's Django4Lyfe backend engineering philosophy and review style. Use this when reviewing or refactoring Python/Django code in thi

engineering

nk-cell-therapy-agent

AI-powered NK cell therapy design for cancer immunotherapy including CAR-NK engineering, memory-like NK generation, and KIR/HLA matching optimization.

general

opentrons-protocol-agent

Generates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions. — from majiayu000/claude-skill-registry

engineering

opentrons-protocol-agent

Generates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions. — from bg-szy/TOP-SKILLS

engineering

py-ty

Run ty (Astral's Python type checker) on Python code. Use when writing, editing, or reviewing Python code to catch type errors. Triggers on: writing Python files, "type check", "ru

engineering

py-uv

Manage Python projects with uv (Astral's package/project manager). Use when creating Python projects, adding dependencies, running scripts, or managing Python versions. Triggers on

engineering

pytest-ml-tester

ML-specific testing skill using pytest with fixtures for data, models, and predictions.

engineering

python-backend

Production Python async patterns including asyncio TaskGroup, FastAPI dependency injection and middleware, SQLAlchemy 2.0 async sessions, and database connection pool tuning. Pytho

engineering

python-expert

Expert-level Python development with Python 3.12+ features, async/await, type hints, and modern best practices

engineering

quantitative-methods

Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python

science

raman-spectroscopy-analyzer

Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials

content

reverse-engineering-business-logic

Reverse engineers business logic from source code by extracting operational business truth. Use when user asks to understand what the system actually does, analyze business rules,

engineering

scikit-hep-analysis

Scikit-HEP toolkit skill for particle physics data analysis with modern Python tools

content

scipy-optimization-toolkit

SciPy scientific computing skill for numerical optimization, integration, and signal processing in physics

science

scrna-qc

Execute the MAD-based single-cell RNA-seq QC workflow (scripts + Python API) to filter low-quality cells and emit reports plus filtered AnnData files. — from bg-szy/TOP-SKILLS

engineering

setup-logging

프로젝트 로깅 설정 자동화 스킬. Python 표준 logging 기반으로 로깅 인프라를 구성한다.

tools

social-media-posts

Create platform-specific social media posts for LinkedIn, Facebook, Instagram, and Reddit. Handles character limits, hashtag strategies, hook placement, and image specs per platfor

growth

testing-perf

Performance and load testing patterns — k6 load tests, Locust stress tests, pytest execution optimization (xdist parallel, plugins), test type classification, and performance bench

engineering

testing-unit

Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking

engineering

using-claude-code-cli

Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allow

tools

verify-sdk

Run the full SDK quality gate — pytest, mypy, and ruff. Use after making code changes to verify nothing is broken.

general

adaptive-presentation

주제·청중·목적에 맞춘 편집 가능한 PowerPoint(.pptx)를 결론과 다음 행동이 먼저 보이도록 만듭니다. 필요한 조사 → 스토리라인 → python-pptx 제작 → 렌더 검증 순으로 실행하며 고정 템플릿 없이 내용에 맞게 구성합니다. WHEN: PPT 만들어줘, PPTX 생성, 발표자료, 슬라이드 덱, 임원 보

engineering

agami-query

Answers natural-language questions about the user's database. Loads the agami semantic model (subject areas, tables, columns, relationships with join cardinality, entities, metrics

security

announce-article

Generate the release announcement package for a finished blog article — Google-Sheet row fields plus three LinkedIn-post variants — and print everything to the terminal as copy-rea

content

last30days

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool. — from majiayu000/claude-skill-registry

content

audit-reproducibility

Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. Report PASS/FAIL per claim against toleranc

engineering

auto-tester

Detecta a stack do alvo, gera testes com o runner nativo dela (pytest, Jest/Vitest, go test...), roda, e auto-corrige testes mal escritos (parando se achar bug real no código).

general

bash-py

Python 执行增强(uv heredoc 规范)。TRIGGER when: Bash 工具中需要执行 Python 代码(多行脚本、依赖安装、uv run 调用)。SKIP: 纯 shell 命令、不涉及 Python 的 Bash 操作。

tools

build-bash-script

Scaffolds a standalone Bash 4.0+ script — a single-file CLI tool, glue automation, or ops utility — with explicit shebang, `set -euo pipefail`, header comment, `readonly` constants

tools

build-python-script

Scaffolds a standalone Python 3 script — a single-file CLI tool, automation helper, or data-wrangling utility — with shebang, module docstring, `main(argv) -> int`, `__main__` guar

engineering

check-prereq-python

This skill checks prerequisites for building Dapr Workflow apps in Python. Use this skill when the user asks to "check prerequisites for Python", "verify Python environment", or "c

engineering

check-python-script

Audits a standalone Python 3 script against 25 deterministic checks (shebang, `__main__` guard, argparse shape, declared dependencies, ruff-backed AST lints, line count, secret pat

engineering

mk:chom

Use when copy-catting, replicating, or adapting features from external systems, repos, apps, or ideas into the current project. Triggers on 'copy this from', 'replicate', 'clone th

content

code-duplication-detection

Detects duplicated and near-duplicate code across the codebase and suggests consolidation. Use when reviewing for copy-paste code, repeated logic, or DRY violations.

content

colab

Google Colab integration for Claude Code. Use when the user mentions Google Colab, wants to run Python on remote GPU/TPU runtimes, train models in the cloud, execute scripts on a C

engineering

gdd-connections

Onboarding wizard for external integrations. Probes all 12 connections, recommends based on project type, walks the user through setup (auto-run MCP install or copy-command fallbac

content

contract-redline-docx

Produces a Word .docx with tracked changes (Word-native revision marks) of a contract — the file you actually send to opposing counsel. Wraps the output of /vallor:contract-redline

engineering

copy-simple-qa-cases

Generate QA test cases from branch diff and PR body for manual testing handoff. Use when the user wants to create test cases, QA checklist, or testing instructions for a pull reque

content

create-ppt

개발 진행 현황 브리핑용 HTML 프레젠테이션을 자동으로 생성하는 스킬. Claude가 HTML을 직접 쓰지 않고 번들된 Python 스크립트에 위임하므로 토큰 비용이 최소화되고 항상 동일한 미니멀 흑백 디자인이 보장된다. "PPT 만들어줘", "발표자료 만들어", "브리핑 자료 생성해", "개발 현황 PPT", "클라이

engineering

create-workflow-python

This skill creates a Dapr workflow application in Python. Use this skill when the user asks to "create a workflow in Python", "write a Python workflow application" or "build a work

engineering

data-create-viz

Cria visualizações de dados de qualidade profissional com Python no tema Evolution (fundo escuro, acento #00FFA7, fonte Inter). Use quando precisar transformar resultados de query

engineering

deploy-team

Build a team Docker image from a manifest in .archon/teams/. Resolves plugin paths, generates Dockerfile with additive copy-only, makes plugins read-only, bakes team CLAUDE.md.

engineering

dp-copy-review

Audit et optimisation de tout copy marketing : ads, emails, landing pages, posts sociaux, pages de vente. Score sur 6 dimensions, feedback ligne par ligne, version optimisée livrée

content

dspy-advanced-module-composition

This skill should be used when the user asks to "compose DSPy modules", "use Ensemble optimizer", "combine multiple programs", "use dspy.MultiChainComparison", mentions "ensemble v

general

dspy-bootstrap-fewshot

This skill should be used when the user asks to "bootstrap few-shot examples", "generate demonstrations", "use BootstrapFewShot", "optimize with limited data", "create training dem

general

dspy-custom-module-design

This skill should be used when the user asks to "create custom DSPy module", "design a DSPy module", "extend dspy.Module", "build reusable DSPy component", mentions "custom module

engineering

dspy-debugging-observability

This skill should be used when the user asks to "debug DSPy programs", "trace LLM calls", "monitor production DSPy", "use MLflow with DSPy", mentions "inspect_history", "custom cal

engineering

dspy-evaluation-suite

This skill should be used when the user asks to "evaluate a DSPy program", "test my DSPy module", "measure performance", "create evaluation metrics", "use answer_exact_ma — from st

general

dspy-evaluation-suite

This skill should be used when the user asks to "evaluate a DSPy program", "test my DSPy module", "measure performance", "create evaluation metrics", "use answer_exact_ma — from ma

general

dspy-finetune-bootstrap

This skill should be used when the user asks to "fine-tune a DSPy model", "distill a program into weights", "use BootstrapFinetune", "create a student model", "reduce inf — from st

general

dspy-finetune-bootstrap

This skill should be used when the user asks to "fine-tune a DSPy model", "distill a program into weights", "use BootstrapFinetune", "create a student model", "reduce inf — from ma

general

dspy-gepa-reflective

This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mention — from st

general

dspy-gepa-reflective

This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mention — from ma

general

dspy-haystack-integration

This skill should be used when the user asks to "integrate DSPy with Haystack", "optimize Haystack prompts using DSPy", "use DSPy to improve Haystack pipeline", mentions "Haystack

general

dspy-miprov2-optimizer

This skill should be used when the user asks to "optimize a DSPy program", "use MIPROv2", "tune instructions and demos", "get best DSPy performance", "run Bayesian optimi — from st

general

dspy-miprov2-optimizer

This skill should be used when the user asks to "optimize a DSPy program", "use MIPROv2", "tune instructions and demos", "get best DSPy performance", "run Bayesian optimi — from ma

general

dspy-output-refinement-constraints

This skill should be used when the user asks to "refine DSPy outputs", "enforce constraints", "use dspy.Refine", "select best output", "use dspy.BestOfN", mentions "output validati

general

dspy-rag-pipeline

This skill should be used when the user asks to "build a RAG pipeline", "create retrieval augmented generation", "use ColBERTv2 in DSPy", "set up a retriever in DSPy", mentions "RA

general

dspy-react-agent-builder

This skill should be used when the user asks to "create a ReAct agent", "build an agent with tools", "implement tool-calling agent", "use dspy.ReAct", mentions "agent wit — from st

engineering

dspy-react-agent-builder

This skill should be used when the user asks to "create a ReAct agent", "build an agent with tools", "implement tool-calling agent", "use dspy.ReAct", mentions "agent wit — from ma

engineering

dspy-signature-designer

This skill should be used when the user asks to "create a DSPy signature", "define inputs and outputs", "design a signature", "use InputField or OutputField", "add type hints to DS

general

dspy-simba-optimizer

This skill should be used when the user asks to "optimize with SIMBA", "use Bayesian optimization", "optimize agents with custom feedback", mentions "SIMBA optimizer", "m — from st

science

dspy-simba-optimizer

This skill should be used when the user asks to "optimize with SIMBA", "use Bayesian optimization", "optimize agents with custom feedback", mentions "SIMBA optimizer", "m — from ma

science

edit-pptx

Редактирование PPTX-презентаций через python-pptx. Использовать при добавлении/изменении слайдов, синтаксической подсветке, управлении шрифтами и форматированием через XML.

engineering

eng-verification-creator

Creates manual verification test documents from an engineering implementation plan and design document. Fetches spec requirements from Jira/Confluence as the source of truth, maps

content

engagement-inbox-manager

Use when the user asks to "triage our comments, DMs, and mentions", "draft replies to this thread", "can we repost this fan post", or "set up inbox SLAs and an escalation path"; pr

growth

esp32-development

ESP32 El Trabajante Firmware-Entwicklung für AutomationOne IoT-Framework. Verwenden bei: C++, PlatformIO, Sensor hinzufügen, Actuator erstellen, Driver implementieren, Service erwe

engineering

exploit-test

Generate a runnable exploit-validation command (Nuclei template, Metasploit module hint, AI-assisted Python script, or curl-based PoC) against a user-specified authorised target. U

security

extract-service

Extracts repeated operational mechanics (SDK, API, file-system, or network logic copy-pasted across handlers or actions) into a shared service layer — produces a stepwise migration

content

generate-functional-from-ui

Generate User-persona functional graph from a frontend UI repo with rooted per-(EP, persona) sub-agent depth pass, mandatory field enumeration, persona-conditional visibility audit

product

gh-export

Formats all confirmed pentest findings from findings.json into copy-pasteable GitHub issue markdown blocks, following the AppSec reporting guide template.

security

gmgn-portfolio

Analyze any crypto wallet by address — holdings, realized/unrealized P&L, win rate, trading history, performance stats, specific token balance, and tokens created by a developer wa

security

gmgn-track

Get real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token co

security

ck:google-adk-python

Build AI agents with Google ADK Python. Multi-agent systems, A2A protocol, MCP tools, workflow agents, state/memory, callbacks/plugins, Vertex AI deployment, evaluation.

content

gpu-audit

Audit Python files for GPU/HPC compliance violations. Use when modifying files that touch array computation, waveforms, PSD, Fisher matrix, or any code that runs on the GPU cluster

engineering

dev:init-repo

Initialize a DDD monorepo with backend (FastAPI, SQLAlchemy, multi-BC architecture) and frontend (React 19, Vite, TypeScript) packages. Scaffolds full project structure: root orche

tools

install-messenger

Install the Intercom Messenger on a website or web application with secure JWT-based identity verification. Generates backend and frontend code for React, Next.js, Vue.js, Angular,

engineering

jira-draft

Draft a CUBRID JIRA issue (bug or task) with a concise English title and a Korean body under English section headers (Description as easy-to-read prose; the other sections in bulle

content

kafka-python-client

Scaffold a production-ready Python Kafka producer and consumer using `confluent-kafka-python`, with Schema Registry, graceful shutdown, idempotent producer, tests and a complete pr

engineering

last30days

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool. — from majiayu000/claude-skill-registry

product

last30days

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool. — from content/content-misc

content

last30days

Research a topic from the last 30 days. Also triggered by 'last30'. Sources: Reddit, X, YouTube, web. Become an expert and write copy-paste-ready prompts.

content

login-cta-attribution-skill

CTA login attribution implementation skill for Django4Lyfe: guides adding new CTA sources, button/tab attribution, enum registration, and tests.

general

map-debug

Structured MAP debugging via task-decomposer, actor, and monitor agents. Use when reproducing a bug, isolating a regression, or diagnosing an error with specialized agents — includ

engineering

migrate-pytest

Migrate a pytest integration test to the test-loop framework. Use when converting a pytest from pytest/tests/ to a deterministic test-loop test.

engineering

molpy-review

Comprehensive code review aggregating architecture, performance, documentation, scientific correctness, and quality checks. Use after writing code or during PR review.

engineering

monolynx-create-graph-ci-script

Wygeneruj skrypt CI do synchronizacji grafu zaleznosci kodu z platforma Monolynx. Analizuje projekt Python (Django, FastAPI, Flask itp.), tworzy cicd/sync_graph.py i stage w .gitla

engineering

novo-modelo

Cria um Django Model completo no padrão Fat Model do SurveyHub: UUID PK, TextChoices para status, soft delete (deleted_at), state machine (ativar/pausar/encerrar com guards), propr

engineering

novo-app

Cria a estrutura completa de um novo Django app no padrão SurveyHub: diretório em apps/, registro em INSTALLED_APPS, AppConfig com ready() e signals, models.py, views.py, forms.py,

ads

novo-manager

Cria um Manager e QuerySet customizado Django para um model do SurveyHub, com métodos em português seguindo o padrão do projeto (ativos, nao_deletados, do_usuario, com_contagens, o

engineering

openai-agents-sdk

OpenAI Agents SDK (Python) development. Use when building AI agents, multi-agent handoffs, function tools, guardrails, sessions, streaming, or tracing with the `openai-agents` / `a

security

pore-analysis

Measure porosity, pore size/shape, lattice period and ordering (psi6, Voronoi coordination, radial g(r) and orientational correlation length) from a top-view SEM image of a porous

science

post

Post content directly to X via browser automation. Use when the user wants to publish a composed post or thread to X/Twitter without copy-pasting. Requires claude-in-chrome.

content

prd-to-goal

Decomposes a PRD, issue, or spec into a copy-pasteable `/goal until ... abort-if ...` line. Use when running /goal against a spec, to reduce acceptance criteria to AND-joined boole

product

principles-validate

Проверка Python-кода на соответствие принципам программирования проекта — SSOT, DRY, именование, структура. Используй при code review, после написания нового кода или рефакторинга.

engineering

py2go

Migrate Python projects to idiomatic Go end-to-end. Branches into 6 project-type playbooks (CLI, TUI, HTTP backend, data pipeline, async worker, library) with the right stack defau

engineering

pydoc

Write Google-style Python docstrings. Use when: documenting a module, class, function, or method; adding or reviewing pydocs; ensuring docstring completeness and style consistency.

engineering

videodb

See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand-

engineering

ray-dependencies

Manage Python dependencies in Ray — add/remove/upgrade packages, work with raydepsets lock files, debug dependency conflicts, and regenerate compiled requirements. Covers `python/r

engineering

regenerate-flow-discovery

Rebuild a connector's generated schemas directory and `test.flow.yaml` bindings via `flowctl raw discover`, then refresh pytest snapshots. Destructive — deletes the generated dir a

general

rename-refs

Atomic rename of Python symbols (functions, classes, methods) or modules using the structural index. Finds all static callers, import sites, __all__ re-exports, and Sphinx docstrin

engineering

sales-fastmail

Fastmail platform help — independent privacy-respecting email with full JMAP API, custom domains, Masked Email aliases, calendar/contacts/files, OAuth 2.0, IMAP/SMTP/CardDAV/CalDAV

sales

sales-lobstr

Lobstr.io platform help — no-code web scraping platform with 50+ ready-made scrapers for Google Maps, LinkedIn Sales Navigator, Twitter, YouTube, and more. Features cookie-based lo

sales

sales-reletter

Reletter platform help — newsletter search engine indexing 7M+ publications with subscriber data, creator contacts, engagement metrics, keyword monitoring, Python SDK, CLI, MCP ser

sales

sales-saleor

Saleor platform help — open-source (BSD-3), GraphQL-first headless commerce platform on Python/Django: products with variants, channels, checkout, orders, and 160+ webhook events;

sales

sales-syntheticusers

Synthetic Users (syntheticusers.com) platform help — run AI-moderated research studies (problem-exploration and concept-testing interviews) against synthetic participants instead o

sales

script-create

Создание нового Python-скрипта автоматизации с docstring, argparse и регистрацией в README. Используй при добавлении скрипта валидации, синхронизации или другой автоматизации проек

engineering

script-modify

Обновление логики, рефакторинг или удаление Python-скрипта автоматизации. Используй при изменении поведения скрипта, добавлении новых проверок, исправлении ошибок или удалении уста

engineering

script-validate

Проверка Python-скрипта на соответствие стандарту — docstring, argparse, кодировка, регистрация в README. Используй после создания или изменения скрипта, при code review или аудите

engineering

setup-auth-magic-link

Met en place un système d'authentification Magic Link (passwordless) complet pour FastAPI + React

tools

slides-polish

Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly

science

slop-score

One repeatable RSI pass over CODE SLOP — the slop the compiler can't see. Runs the code-slop scorecard (tools/code_slop_scorecard.py), reads the slop-debt work-list, retires debt w

content

spend-analysis

Runs a McKinsey-grade spend analysis on a transactional spend file (CSV / Excel / Coupa export). Performs schema inference, data quality assessment, normalization (supplier name cr

engineering

starbard-coding-standard

Mandatory Starbard Standard compliance check for all Python code. Enforces SOLID principles, explicit typing, separation of concerns, domain exceptions, testability, and Starbard a

engineering

test-impact

Identify which tests need rerunning after a code change — traces static call graph (function-level) or import graph (module-level) to find affected test files, then emits a ready-t

engineering

ux-microcopy-write

Generate multi-language microcopy packs for UI components with cultural adaptation. Use when writing UI text and translations.

content

last30days

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool. — from content/content-misc

content

last30days

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool. — from content/content-misc

content

web-e2e

Full end-to-end browser testing for local web apps with a persistent logged-in session. Log in once into a named Chrome profile, then drive real flows with trace evidence against y

security

write-document-pdf

Render a markdown document as a brand-styled A4 PDF (hps.gd typography and palette). Optional cover page from YAML frontmatter (title, subtitle, metadata). Use --style <name> for a

growth

api-boilerplate

生成 REST API 样板代码,支持 Express、FastAPI、Next.js 等框架

tools

code-linting

Run Python (ruff) and JavaScript (Biome) linting.

engineering

comprehensive-test-review

This skill should be used when the user asks to "review test coverage", "audit test quality", "check tests for completeness", or mentions reviewing pytest test suites. Performs tho

engineering

dag-typesafe

Analyze a repository's type system and generate type-safe DAG execution pipelines with GraphSentry-style certificate verification. This skill should be used when building LLM-drive

engineering

exec-remote

Executes Python scripts, tests, or benchmarks on a provisioned remote cluster (GPU or TPU) using SkyPilot. Use this skill when the user asks to run code on GPU, TPU, or any "remote

engineering

fastapi-dependency-injection

Master FastAPI dependency injection for building modular, testable APIs.

engineering

fastreact

Scaffold and build a full-stack web app: FastAPI backend (Python, uv, SQLModel, Postgres, Alembic, JWT + Google OAuth, boto3/S3) + React frontend (Vite, TypeScript, shadcn/ui + Tai

growth

mcp-fleet

This skill should be used when the user explicitly invokes `/oracle:mcp-fleet` to set up, extend, or wire multi-workspace MCP server access from Claude Code. Drives a Chrome-profil

security

pdf

Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools — from As

engineering

pytest Testing

Expert pytest framework for Python unit, integration, and functional testing

engineering

python-quality-gate

Python quality checks: ruff, pytest, mypy, bandit in deterministic order.

engineering

python-sdk-specialist

Python SDK development with async support and type hints

tools

rlm

Run a Recursive Language Model-style loop for long-context tasks. Uses a persistent local Python REPL and an rlm-subcall subagent as the sub-LLM (llm_query).

engineering

sales-do

Routes any sales, marketing, ad, or GTM objective to the right specialized skill and outputs the install command for that skill plus a ready-to-paste prompt packed with the user's

sales

sniffable-python

Structure Python so LLMs can understand it in 50 lines. — from majiayu000/claude-skill-registry

engineering

sniffable-python

Structure Python so LLMs can understand it in 50 lines. — from majiayu000/claude-skill-registry

engineering

sympy-computer-algebra

Symbolic computation using SymPy for Python-based mathematical analysis

engineering

ue5-custom-shader-nodes

Generate UE5.5 Material Graph node structures for copy-paste into the Material Editor. Use this skill when creating shader nodes, custom HLSL nodes, material functions, or wiring n

content

honcho-integration

Integrate Honcho memory and social cognition into existing Python or TypeScript codebases. Use when adding Honcho SDK, setting up peers, configuring sessions, or implemen — from to

engineering

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MC — from si

engineering

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MC — from Co

engineering

1-eo-brain-ingestion

EO Brain Ingestion Engine v4 — reads 5 scorecard files from 0-Scorecards/, runs quality gates, coaching loops, gap-fill questions, and produces the complete business brai — from co

content

Full-empirical-analysis-skill

Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml +

engineering

40-fastapi-for-agents

Create your FastAPI skill in one prompt, then learn to improve it throughout the chapter

engineering

42-init

Bootstrap een klantproject voor 42-SEO-Skills. Vraagt naar profiel (content/ecom/technical/full), activeert alleen relevante skills via disabledSkills in .claude/settings.local.jso

growth

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MC — from si

engineering

aca_i18n

自动处理ACA插件的i18n国际化,包括提取中文文本、代码预处理、自动调用_()翻译函数,生成PO文件、编译MO文件等。Invoke when user needs to internationalize ACA plugin Python files.

engineering

aca-sandboxes

Use when the user wants to create, manage, or operate Azure Container Apps sandboxes \u2014 hardware-isolated microVMs driven by the `aca` CLI. USE FOR: create sandbox group, creat

engineering