CODE⚡ 9K uses📋 GPT-4, Claude
Python Function Generator
Generate functions with docs, types, and tests.
Write Python function that [DESCRIPTION]. Input: [INPUT_PARAMS] types [TYPES]. Output: [OUTPUT] type [OUTPUT_TYPE]. Style: [STYLE_GUIDE]. Allowed libs: [ALLOWED_LIBS], avoid: [AVOID_LIBS]. Docstring, type hints, error handling, input validation, logging, 5-7 pytest tests. Edge cases: [EDGE_CASES].
Variables
DESCRIPTIONINPUT_PARAMSTYPESOUTPUTOUTPUT_TYPEEDGE_CASESSTYLE_GUIDEALLOWED_LIBSAVOID_LIBS
CODE⚡ 7K uses📋 GPT-4, Claude
Python Data Pipeline Creator
Build ETL pipelines with pandas.
Python pipeline that [GOAL] from source [SOURCE] with transformations [TRANSFORMATIONS] to [OUTPUT_FORMAT]. Use pandas, numpy, [OTHER_LIBS]. Config, extraction (retry), validation, transforms, loading (upsert), orchestrator, tests. Error recovery with checkpoints.
Variables
GOALSOURCETRANSFORMATIONSOUTPUT_FORMATOTHER_LIBS
CODE⚡ 6K uses📋 GPT-4, Gemini
Python Web Scraper Builder
Build robust web scrapers.
Scraper for [TARGET_WEBSITE] with structure [STRUCTURE] extracting [DATA_TO_EXTRACT] from [PAGES] pages. Frequency: [FREQUENCY]. Use requests, BeautifulSoup, [OTHER_LIBS]. Polite delays, user-agent rotation, robots.txt, retry, pagination, CSV/JSON output, logging.
Variables
TARGET_WEBSITEDATA_TO_EXTRACTSTRUCTUREPAGESFREQUENCYOTHER_LIBS
CODE⚡ 6K uses📋 GPT-4, Claude
Python API Client Generator
Generate API client classes.
Client for [API_NAME] at [API_BASE_URL]. Auth: [AUTH]. Endpoints: [ENDPOINTS]. Rate: [RATE_LIMITS] per [TIME]. Class with auth, methods per endpoint, retry (exp backoff), rate limiting (token bucket), async aiohttp, unit tests.
Variables
API_NAMEAPI_BASE_URLAUTHENDPOINTSRATE_LIMITSTIME
CODE⚡ 8K uses📋 GPT-4, Gemini, Claude
Python Code Debugger & Optimizer
Debug and optimize existing Python code.
Debug: [CODE] context [CONTEXT] issue [ISSUE_DESCRIPTION]. Bug analysis (line references), fixed code, performance (time/space), memory analysis, edge cases handled, test cases. Explain WHY original was wrong.
Variables
CODECONTEXTISSUE_DESCRIPTION
CODE⚡ 5K uses📋 GPT-4, Claude
Python Machine Learning Pipeline
Build ML pipelines with sklearn.
ML pipeline for [TASK] using dataset [DATASET_DESCRIPTION] features [FEATURES] target [TARGET] model [MODEL]. Data loading, exploration, feature engineering (encoders/scalers), Pipeline, GridSearchCV, evaluation, persistence.
Variables
TASKDATASET_DESCRIPTIONFEATURESTARGETMODEL
CODE⚡ 4K uses📋 GPT-4
Python Async/Await Pattern Generator
Write async Python with asyncio.
Async code to [TASK] with I/O [IO_OPS] concurrency [CONCURRENCY] using [OTHER_ASYNC_LIBS]. Functions, tasks (asyncio.gather/wait), semaphore, error handling, graceful shutdown, sync wrapper, pytest-asyncio tests.
Variables
TASKIO_OPSCONCURRENCYOTHER_ASYNC_LIBS
CODE⚡ 4K uses📋 GPT-4, Claude
Python Decorator & Utility Library
Build reusable decorators and utilities.
Utility library: @timer, @retry (exp backoff), @cache (TTL, LRU), @log_calls, @validate_types, @rate_limit, @singleton. Plus: flatten_dict, deep_merge, chunk_list, batched. All with types + tests.
CODE⚡ 4K uses📋 GPT-4, Gemini
Python SQLAlchemy Model Generator
Generate SQLAlchemy models.
Models for schema [DATABASE_SCHEMA] tables [TABLES] in [DB]. Declarative models, relationships (1:M, M:M), TimestampMixin, repository pattern (CRUD), async sessions, Alembic migrations, complex queries, tests.
Variables
DATABASE_SCHEMATABLESDB
CODE⚡ 6K uses📋 GPT-4, Claude
Python FastAPI REST API
Build FastAPI with docs and testing.
FastAPI for [APP_DESCRIPTION]. Endpoints: [ENDPOINTS]. DB: [DATABASE]. Auth: [AUTH_METHOD]. Pydantic schemas, routers, DI, async SQLAlchemy, JWT auth, error handling, CORS middleware, OpenAPI docs, pytest, Docker.
Variables
APP_DESCRIPTIONENDPOINTSDATABASEAUTH_METHOD
CODE⚡ 5K uses📋 GPT-4
Python Test Generator
Generate pytest test suites automatically.
Write tests for [MODULE] using pytest. Test types: unit (each function), integration (module interactions), fixture (setup/teardown), parametrized (multiple inputs), mock (external dependencies). Configuration: pytest.ini with coverage [COVERAGE]%.
Variables
MODULEFUNCTIONSCOVERAGE
CODE⚡ 4K uses📋 GPT-4, Claude
Python Config Manager
Build configuration management systems.
Config manager for [APP] that supports YAML/JSON/ENV. Include: config class with dot notation access, environment variable override, config validation (schema), secrets management, config file discovery, reload support, default config generation.
Variables
APPFORMATSSECRETS