القائمة
Use when writing Python code, configuring tooling, structuring projects, or working with FastAPI, httpx, pytest, or the Astral toolchain (uv, ruff, ty).
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
| name | python-engineering |
| description | Use when writing Python code, configuring tooling, structuring projects, or working with FastAPI, httpx, pytest, or the Astral toolchain (uv, ruff, ty). |
| allowed-tools | Bash, Read, Grep, Glob |
| injectable | true |
ty + ruff catch bugs before tests run.httpx, asyncio.TaskGroup, structured concurrency.uv (package management), ruff (lint/format), and ty (type checking).X | None and list[int] (Python 3.12+).docs/python-engineering-patterns.md for Ruff/ty configs, Dockerfile templates, and build system details.| Concern | Choice | Why |
|---|---|---|
| Package management | uv sync --locked | Deterministic and fast |
| API framework | FastAPI | Async, typed DI, OpenAPI |
| Logging | structlog | Structured JSON, async-safe |
| Containers | python:3.13-slim | Minimal and fast |
pip install in production; use uv sync.requests in async code; use httpx.AsyncClient.print() for logging; use structlog.Use when asked to document work, record decisions, create session records, write ADRs or RFCs, or update knowledge notes in ~/knowledge. Also use when confused about who a person is, what a company is, what situation the user is referring to, or any personal or professional context — read the vault before asking.
Use when creating or editing notes in an Obsidian vault, writing to ~/knowledge, or using Obsidian-specific syntax (wikilinks, callouts, embeds, frontmatter properties).
Use when reviewing any implementation. Replaces fixed spec+quality two-step with category-driven parallel specialists: an assessor picks relevant categories for the specific artifact, one specialist per category reviews in parallel, controller aggregates. Use after implementer completes a task in subagent-driven-development.
Use when dispatching work to background agents, defining custom subagents, or choosing between local agent dispatch and VM-based workers (claude-ctl).
Use when working with Kubernetes clusters, GitOps deployments, Flux reconciliation, Helm releases, or cluster troubleshooting. Guides declarative cluster management and GitOps workflows. Not for secrets encryption or SOPS operations — route those to secrets-management.
Use when sending a notification to ntfy from a homelab service, loop, or agent. Covers the canonical in-cluster publish pattern and the silent-failure trap of posting to the Authentik-gated public URL.