2323 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 2323 skills, ranked by quality score.
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
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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
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
Creates Infrahub check definitions — Python validation logic, GraphQL queries, and YAML-driven tests for proposed change pipelines. TRIGGER when: writing validation checks, creatin
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Creates and manages Infrahub object data YAML files for populating infrastructure instances — devices, locations, organizations, and modules. TRIGGER when: creating device instance
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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
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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
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
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
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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
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
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Automates Apple Reminders using JavaScript for Automation (JXA). Use when asked to "create reminders programmatically", "automate reminder lists", "JXA Reminders scripting", or "ma
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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
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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
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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
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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
Build reproducible bioinformatics pipelines with Snakemake using rules, wildcards, and automatic dependency resolution. Use when creating Python-based workflows, automati — from bg
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Generate comprehensive API endpoint documentation from Bruno (.bru) files by mapping requests to a Django4Lyfe/Diversio-style backend implementation (Django REST Framework or Djang
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Production-ready channel server implementations — CI webhook receiver, mobile approval relay, Discord/Telegram bridge, and local fakechat dev profile. Copy-paste starter code with
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로깅 컨벤션 검증 스킬. Python 코드의 로깅 패턴을 분석하여 규칙 준수 여부를 검사한다.
engineering
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 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
Generate unit tests, integration tests, and test fixtures for code. Supports Jest, Mocha, pytest. Use when writing tests or improving test coverage.
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Essential guidelines for writing modern, type-safe, and idiomatic Python 3 code.
engineering
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
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Guide user through button detection for an unknown mouse using Slicer Python console
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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
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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
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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
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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
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Use when Django Class-Based Views for building modular, reusable views. Use when creating CRUD operations and complex view logic.
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Use when Django ORM patterns with models, queries, and relationships. Use when building database-driven Django applications.
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Use when Django REST Framework for building APIs with serializers, viewsets, and authentication. Use when creating RESTful APIs.
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Use when FastAPI async patterns for building high-performance APIs. Use when handling concurrent requests and async operations.
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Use when FastAPI validation with Pydantic models. Use when building type-safe APIs with robust request/response validation.
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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
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Flask API development including blueprints, extensions, and REST patterns. Activate for Flask apps, Python web APIs, and lightweight API development.
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Expert-level Flask web development, REST APIs, extensions, and production deployment
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Fluorescence spectroscopy skill for quantum dot characterization, FRET measurements, and photoluminescence analysis
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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.
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Skill gabungan untuk project Godxploit — Python scripting, automation, network security tools, code validation, structured file generation, dan flow exploit bertahap. Gunakan skill
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Python language patterns and best practices. Use when language python guidance is required or when selecting a primary language for non-trivial automation.
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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
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Test implementation across unit, integration, e2e, security, infrastructure, data pipeline, and ML domains. Use for writing tests, debugging flaky tests, improving coverage, and fo
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MixPanel analytics tracking implementation and review Skill for Django4Lyfe optimo_analytics module. Implements new events following established patterns and reviews implementation
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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
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AI-powered NK cell therapy design for cancer immunotherapy including CAR-NK engineering, memory-like NK generation, and KIR/HLA matching optimization.
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Generates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions.
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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
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ML-specific testing skill using pytest with fixtures for data, models, and predictions.
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Production Python async patterns including asyncio TaskGroup, FastAPI dependency injection and middleware, SQLAlchemy 2.0 async sessions, and database connection pool tuning. Pytho
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Expert-level Python development with Python 3.12+ features, async/await, type hints, and modern best practices
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Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python
science
Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials
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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,
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Scikit-HEP toolkit skill for particle physics data analysis with modern Python tools
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SciPy scientific computing skill for numerical optimization, integration, and signal processing in physics
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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.
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프로젝트 로깅 설정 자동화 스킬. Python 표준 logging 기반으로 로깅 인프라를 구성한다.
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Create platform-specific social media posts for LinkedIn, Facebook, Instagram, and Reddit. Handles character limits, hashtag strategies, hook placement, and image specs per platfor
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Performance and load testing patterns — k6 load tests, Locust stress tests, pytest execution optimization (xdist parallel, plugins), test type classification, and performance bench
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Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking
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Run the full SDK quality gate — pytest, mypy, and ruff. Use after making code changes to verify nothing is broken.
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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。
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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
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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
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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
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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
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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
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Detects duplicated and near-duplicate code across the codebase and suggests consolidation. Use when reviewing for copy-paste code, repeated logic, or DRY violations.
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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
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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
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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
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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
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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.
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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
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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
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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
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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
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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
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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_match or Sem
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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 inference cos
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This skill should be used when the user asks to "optimize an agent with GEPA", "use reflective optimization", "optimize ReAct agents", "provide feedback metrics", mentions "GEPA op
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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
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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 optimization", m
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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
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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
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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 with tools",
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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
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This skill should be used when the user asks to "optimize with SIMBA", "use Bayesian optimization", "optimize agents with custom feedback", mentions "SIMBA optimizer", "mini-batch
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Редактирование PPTX-презентаций через python-pptx. Использовать при добавлении/изменении слайдов, синтаксической подсветке, управлении шрифтами и форматированием через XML.
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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
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ESP32 El Trabajante Firmware-Entwicklung für AutomationOne IoT-Framework. Verwenden bei: C++, PlatformIO, Sensor hinzufügen, Actuator erstellen, Driver implementieren, Service erwe
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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
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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
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Formats all confirmed pentest findings from findings.json into copy-pasteable GitHub issue markdown blocks, following the AppSec reporting guide template.
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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
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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
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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
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Initialize a DDD monorepo with backend (FastAPI, SQLAlchemy, multi-BC architecture) and frontend (React 19, Vite, TypeScript) packages. Scaffolds full project structure: root orche
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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,
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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
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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
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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.
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CTA login attribution implementation skill for Django4Lyfe: guides adding new CTA sources, button/tab attribution, enum registration, and tests.
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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
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Migrate a pytest integration test to the test-loop framework. Use when converting a pytest from pytest/tests/ to a deterministic test-loop test.
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Comprehensive code review aggregating architecture, performance, documentation, scientific correctness, and quality checks. Use after writing code or during PR review.
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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
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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
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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,
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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
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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
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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.
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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
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Проверка Python-кода на соответствие принципам программирования проекта — SSOT, DRY, именование, структура. Используй при code review, после написания нового кода или рефакторинга.
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Write Google-style Python docstrings. Use when: documenting a module, class, function, or method; adding or reviewing pydocs; ensuring docstring completeness and style consistency.
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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-
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Manage Python dependencies in Ray — add/remove/upgrade packages, work with raydepsets lock files, debug dependency conflicts, and regenerate compiled requirements. Covers `python/r
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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
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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
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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
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
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Reletter platform help — newsletter search engine indexing 7M+ publications with subscriber data, creator contacts, engagement metrics, keyword monitoring, Python SDK, CLI, MCP ser
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Создание нового Python-скрипта автоматизации с docstring, argparse и регистрацией в README. Используй при добавлении скрипта валидации, синхронизации или другой автоматизации проек
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Обновление логики, рефакторинг или удаление Python-скрипта автоматизации. Используй при изменении поведения скрипта, добавлении новых проверок, исправлении ошибок или удалении уста
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Проверка Python-скрипта на соответствие стандарту — docstring, argparse, кодировка, регистрация в README. Используй после создания или изменения скрипта, при code review или аудите
engineering
Met en place un système d'authentification Magic Link (passwordless) complet pour FastAPI + React
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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
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Mandatory Starbard Standard compliance check for all Python code. Enforces SOLID principles, explicit typing, separation of concerns, domain exceptions, testability, and Starbard a
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Generate multi-language microcopy packs for UI components with cultural adaptation. Use when writing UI text and translations.
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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
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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
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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
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生成 REST API 样板代码，支持 Express、FastAPI、Next.js 等框架
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Run Python (ruff) and JavaScript (Biome) linting.
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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
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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
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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
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Master FastAPI dependency injection for building modular, testable APIs.
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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
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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
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Expert pytest framework for Python unit, integration, and functional testing
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Python quality checks: ruff, pytest, mypy, bandit in deterministic order.
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Python SDK development with async support and type hints
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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
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Symbolic computation using SymPy for Python-based mathematical analysis
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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
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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
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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
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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
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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
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Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml +
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Create your FastAPI skill in one prompt, then learn to improve it throughout the chapter
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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
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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
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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
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
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Create, revise, or audit academic figures for CS/AI/ML papers. Two paths: architecture figure prompting (tool-agnostic structured prompts) and data figure code generation (publicat
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Generates code examples for PHP documentation. Creates minimal, copy-paste ready examples with expected output.
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Design and analyze activation funnels (AARRR / AAARRR Pirate Metrics) with conversion + drop-off math, bottleneck detection, and Mermaid funnel diagrams. Includes a stdlib Python t
growth
Formula de ad copy do $100M Leads — estrutura de copy para warm, cold e paid ads com variações por canal. Use ao escrever copy de ad em texto (Facebook, Google, LinkedIn, email), l
ads
Creates platform-specific ad copy for paid campaigns with A/B variants. Use when the user asks about ad copy, PPC ads, Google Ads, Facebook ads, LinkedIn ads, or paid campaign copy
ads
API + Python SDK for ordering cell-free protein expression and binding assays. Submit sequences for expression (10–100 µg), measure binding affinity (KD) against targets, track sta
engineering
Use when adding a new MCP tool to the property MCP server (mcp_server/server.py). Provides the exact pattern with a copy-paste template.
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Add new operator definitions to PyPTO across all layers (C++, Python IR, Python DSL, tests, codegen, docs). Covers tile ops, tensor ops, tensor-to-tile conversion, and codegen regi
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Use when adding a new framework/stack to create-faster CLI tool - addresses copy-first mentality, incomplete implementations, and missing dependencies — from diegosouzapw/awesome-o
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Use when adding a new framework/stack to create-faster CLI tool - addresses copy-first mentality, incomplete implementations, and missing dependencies — from majiayu000/claude-skil
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Provides additional instructions for HTMX and Flask, primarily related to templating.
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marimo reactive .py notebook conventions — notebooks are git-diffable Python files edited directly, the reactive dependency graph re-runs downstream cells, Restart-and-Run-All via
engineering
Astral uv toolchain conventions — lockfile-frozen by default with uv lock --frozen and uv sync --frozen, uv add for atomic pyproject + lock updates, frozen-only CI/production insta
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Set up a local development environment for the ADK Python project. Use when the user wants to get started developing, set up their environment, install dependencies, or prepare for
engineering
scikit-learn compatible Python toolkit for time series ML: classify, cluster, regress, segment, transform with 30+ algorithms (ROCKET, InceptionTime, KNN-DTW, HIVE-COTE, WEASEL). H
engineering
MUST USE for building FastAPI/REST API applications with Aerospike database (aerospike-py Rust/PyO3 async client). Covers AsyncClient lifespan management, FastAPI Depends injection
engineering
Use when writing Python code with the Affinity SDK, or when user asks about "affinity-sdk", "affinity package", typed IDs, async Affinity client, pagination, or Python scripts for
engineering
Guide for building Alfred workflow Python packages using the afwf SDK. Use when creating, modifying, or debugging afwf-based Alfred workflows — Script Filters, CLI entry points, fu
engineering
Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON. Use when you — from an
security
多智能体协同通信基础设施——基于 MCP+SSE 的实时消息、任务调度、记忆共享与进化引擎。支持 WorkBuddy、Hermes、QClaw 及任意 MCP 兼容 Agent 接入。53 个 MCP 工具、4 级权限、零外部依赖 Python SDK。触发词：agent通信、智能体通信、hub通信、多智能体、跨agent通信、任务调度、 — from nd
engineering
多智能体协同通信基础设施——基于 MCP+SSE 的实时消息、任务调度、记忆共享与进化引擎。支持 WorkBuddy、Hermes、QClaw 及任意 MCP 兼容 Agent 接入。53 个 MCP 工具、4 级权限、零外部依赖 Python SDK。触发词：agent通信、智能体通信、hub通信、多智能体、跨agent通信、任务调度、 — from nd
engineering
Validate AgentConfig definitions for the Agent Framework. Use when creating or modifying agent configurations to ensure correct structure, valid tool references, and proper sub-age
engineering
Expert Django developer mastering Django 4+ with modern Python practices. Specializes in scalable web applications, REST API development, async views, and enterprise patt — from lu
engineering
Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
engineering
Use this agent when you need strategic marketing guidance, campaign analysis, product positioning advice, copywriting, copy-editing, or multi-page content architecture. It operates
growth
Create a plan and issues for implementation of a production-ready Python project with proper structure, tooling, and best practices.
engineering
Expert Python developer specializing in modern Python 3.11+ development with deep expertise in type safety, async programming, data science, and web frameworks. Masters Pythonic pa
engineering
Auditor de qualidade de código — revisa conformidade com as regras de arquitetura, estilo e segurança do AGENTS.md. Executa ruff, tsc e pytest e produz relatório estruturado por ca
general
Generate a runnable Python project from an Agent Build Spec. Turns architecture documents into working code with a controller loop, tool stubs, session state, permission checks, an
tools
Central authority for Claude Agent SDK (TypeScript and Python SDKs). Covers SDK installation, authentication (Anthropic key, Bedrock, Vertex), sessions and resumption, forking sess
tools
用于任何「运行/执行/评估代码」的请求（如 run this code、execute script、用 Python 画图、跑代码/画图/执行脚本）。通过 AgentBay SDK 创建 code_latest 沙箱，调用 run_code 执行并返回结果。支持 Python、JavaScript、R、Java。
engineering
PR pipeline için format, lint, test, önbellek ve Python sürüm matrisi iskeleti tanımlarken kullan.
engineering
Multi-agent research system with planning, execution, and reflection using FastAPI, PostgreSQL, and LLM tools (Tavily, arXiv, Wikipedia)
science
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration — from parcadei/Continuous-Claude-v3
engineering
Build Python agents with Agentica SDK - @agentic decorator, spawn(), persistence, MCP integration — from parcadei/Continuous-Claude-v3
tools
Use when the user wants Agently runtime extension capabilities: Action Runtime, built-in action packages, legacy tool compatibility, MCP access, Execution Environment lifecycle, Fa
engineering
Manage Agentmail.to inbox operations with deterministic Python scripts: list/read messages, download and analyze attachments, reply with sender filters, and set read/unread state.
engineering
AgentQL is TinyFish's web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwrig
tools
Agno is a high-performance Python framework for building, running, and managing agentic software at scale. It provides a three-layer architecture — framework, runtime, and control
product
Python library offering file handling, text extraction, data conversion, utilities, memory storage, and validation tools for AI agent workflows.
engineering
Pedoman integrasi AI API baru antara Next.js dan FastAPI, termasuk kontrak payload, error mapping, timeout, dan versioning endpoint.
engineering
Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh — from op
engineering
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