python-backend SKILL.md skillA
python-backend from yonatangross/orchestkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yonatangross/orchestkit/python-backend@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yonatangross/orchestkit
- Path
plugins/ork/skills/python-backend/SKILL.md- Versions recorded
- 11
- Latest version
- v2.0.0, committed Nov 4, 2026
- First version recorded
- Jul 10, 2026
- Size
- 11,093 bytes
- Repository stars
- 299
- License
- MIT
Async Python runtime patterns: asyncio TaskGroup, FastAPI dependencies and middleware, SQLAlchemy 2.0 async sessions, pool tuning. Use when building async services. Not for the API contract (use api-design).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
<!-- directive-density: intentional (teaches asyncio/SQLAlchemy anti-patterns; NEVER markers describe real event-loop/race-condition bugs, not aspirational guidance) --> # Python Backend Patterns for building production Python backends with asyncio, FastAPI, SQLAlchemy 2.0, and connection pooling. Each category has individual rule files in `rules/` loaded on-demand. ## Quick Reference | Category | Rules | Impact | When to Use | |----------|-------|--------|-------------| | [Asyncio](#asyncio) | 3 | HIGH | TaskGroup, structured concurrency, cancellation handling | | [FastAPI](#fastapi) | 3 | HIGH | Dependencies, middleware, background tasks | | [SQLAlchemy](#sqlalchemy) | 3 | HIGH | Async sessions, relationships, migrations | | [Pooling](#pooling) | 3 | MEDIUM | Database pools, HTTP sessions, tuning | **Total: 12 rules across 4 categories.** House decisions rescued from thinned files live in `references/ork-delta.md`; vendor material is linked, not restated (see [Upstream coverage](#upstream-coverage-do-not-restate)). ## Quick Start ```python # FastAPI + SQLAlchemy async session async def get_db() -> AsyncGenerator[AsyncSession, None]: …
Read the whole file at its exact version.
How to install
mdr add yonatangross/orchestkit/python-backend@sha256:a799c12d30d72a68The line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_omde74tyugi3k7af)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Jul 10, 2026 and Nov 4, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0.0 latest | 2026-11-04 | 3036b27 | 11,093 B | A | view · diff |
| v2.0.0 | 2026-10-07 | 480e358 | 11,317 B | A | view · diff |
| v2.0.0 | 2026-09-30 | e533cd5 | 11,321 B | A | view · diff |
| v2.0.0 | 2026-09-29 | 105a980 | 11,321 B | A | view · diff |
| v2.0.0 | 2026-09-28 | 220adb4 | 11,339 B | A | view · diff |
| v2.0.0 | 2026-09-20 | 02cb935 | 11,352 B | A | view · diff |
| v2.0.0 | 2026-08-29 | 2aed0b0 | 11,352 B | A | view · diff |
| v2.0.0 | 2026-07-31 | 0e6a3a8 | 11,352 B | A | view · diff |
| v2.0.0 | 2026-07-25 | 47b78fb | 6,520 B | A | view · diff |
| v2.0.0 | 2026-07-22 | f0f9557 | 6,520 B | A | view · diff |
| v2.0.0 | 2026-07-10 | 10a2d30 | 6,407 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11093 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
yonatangross/orchestkit · 299 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_omde74tyugi3k7af GET https://markdownregistry.com/api/v1/resolve?ref=yonatangross/orchestkit/python-backend GET https://markdownregistry.com/api/v1/blob/a799c12d30d72a689d19664842943c923f6c777781719c6b2f9418835a250d59
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.