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Reusable instructions for compatible AI agents.
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Dependency management conventions for all projects. Covers lock files, version pinning, vulnerability scanning, license compliance, update strategy, and minimal dependency principle. Applied when adding, updating, or reviewing dependencies.
Run headless AgRAG prompts in a shared thread and produce an LLM-as-judge evaluation report. Use for evaluating retrieval quality, grounding, graph paths, and tool usage of the agrag agent in headless mode, especially when you need a consistent context window via --thread-id.
Python SDK development with async support and type hints
Run the full CI pipeline (format, lint, typecheck, test, validate-docs)
Expert-level Python programming. Use when writing Python code, debugging errors, optimizing performance, working with async/await, decorators, metaclasses, generators, type hints, or packaging. Also use when the user mentions 'pythonic', 'PEP 8', 'asyncio', 'dataclasses', 'type hints', 'virtualen...
Structure Python projects for distribution with pyproject.toml, src layouts, dependency management, and publishing workflows. Covers packaging tools (hatch, setuptools, flit, poetry), versioning strategies, and editable installs. Triggers on Python project setup, packaging configuration, or depen...
Manages Python projects efficiently with dependency resolution, virtual environments, and package publishing using Poetry.
Agent skill for DevOps / SRE, Backend Developer, Data Engineer, published by ECNU-ICALK. Project details and file access are provided by the publisher.
Agent skill for Backend Developer, Data Engineer, Product Manager, published by Youngger9765. Project details and file access are provided by the publisher.
Agent skill for Backend Developer, DevOps / SRE, Data Engineer, published by boisenoise. Project details and file access are provided by the publisher.
Agent skill for ML / AI Engineer, Backend Developer, Data Scientist, published by majiayu000. Project details and file access are provided by the publisher.
Agent skill for Backend Developer, Data Scientist, ML / AI Engineer, published by diegosouzapw. Project details and file access are provided by the publisher.
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