python-stack SKILL.md skillA
python-stack from fmind/dot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fmind/dot/python-stack@git:20261108.4bfae24Pins git:20261108.4bfae24 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fmind/dot
- Path
skills/python-stack/SKILL.md- Versions recorded
- 24
- Latest version
- git:20261108.4bfae24, committed Nov 8, 2026
- First version recorded
- Sep 11, 2026
- Size
- 2,766 bytes
- Repository stars
- 13
- License
- MIT
Develop Python projects and PEP 723 scripts: uv, Ruff, ty, Pydantic, pytest, async, HTTPX, Typer and CLI contracts, observability, LangExtract, debugging, profiling, benchmarks.
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
# Python Stack Maintain a small typed Python foundation and choose libraries for demonstrated requirements. Preserve the existing environment and conventions rather than restarting a scaffold for every feature. ## Workflow Read only the matching guide and its required resources. Dataframe code in any profile, scripts included, defaults to [Polars](../python-mlops/references/polars.md). The [cli-contracts](references/cli-contracts.md) guide applies to any CLI, whatever its language. A request to diagnose, debug, or profile authorizes investigation, not fixes: observe read-only, reproduce in an isolated temporary directory, and change product code only when the user also asks for a fix. ## Task guides <!-- guides:start --> - [api-client](references/api-client/GUIDE.md): Build typed Python HTTPX API clients with bounded pagination and retries. - [cli-contracts](references/cli-contracts.md): Design any CLI's commands, flags, streams, exit codes, and JSON output, in any language. - [foundation](references/foundation/GUIDE.md): Python package layout, dependency choices, defaults, and project scaffolding. …
Read the whole file at its exact version.
How to install
mdr add fmind/dot/python-stack@sha256:34fff835c381e72dThe line at the top of this page pins the label git:20261108.4bfae24, 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_vfix5vwcnuf5sxff)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 24 versions of this file, between Sep 11, 2026 and Nov 8, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261108.4bfae24 latest | 2026-11-08 | 4bfae24 | 2,766 B | A | view · diff |
| git:20261107.e294cb4 | 2026-11-07 | e294cb4 | 2,766 B | A | view · diff |
| git:20261106.bf0e9f2 | 2026-11-06 | bf0e9f2 | 2,042 B | A | view · diff |
| git:20261031.ad68ebd | 2026-10-31 | ad68ebd | 2,042 B | A | view · diff |
| git:20261029.727fb3c | 2026-10-29 | 727fb3c | 2,029 B | A | view · diff |
| git:20261025.37344b2 | 2026-10-25 | 37344b2 | 2,062 B | A | view · diff |
| git:20261024.2349818 | 2026-10-24 | 2349818 | 2,131 B | A | view · diff |
| git:20261021.01ebf0c | 2026-10-21 | 01ebf0c | 2,131 B | A | view · diff |
| git:20261019.c4aba7c | 2026-10-19 | c4aba7c | 1,691 B | A | view · diff |
| git:20261016.677e587 | 2026-10-16 | 677e587 | 1,691 B | A | view · diff |
| git:20261012.f11be1f | 2026-10-12 | f11be1f | 1,691 B | A | view · diff |
| git:20261009.5b2237c | 2026-10-09 | 5b2237c | 1,691 B | A | view · diff |
| git:20261007.fbd724a | 2026-10-07 | fbd724a | 1,691 B | A | view · diff |
| git:20261006.b937f95 | 2026-10-06 | b937f95 | 1,695 B | A | view · diff |
| git:20261005.e9af7a2 | 2026-10-05 | e9af7a2 | 1,586 B | A | view · diff |
| git:20261004.f03a551 | 2026-10-04 | f03a551 | 1,586 B | A | view · diff |
| git:20260929.958aff7 | 2026-09-29 | 958aff7 | 1,646 B | A | view · diff |
| git:20260926.626254b | 2026-09-26 | 626254b | 1,646 B | A | view · diff |
| git:20260923.2988db2 | 2026-09-23 | 2988db2 | 1,646 B | A | view · diff |
| git:20260919.4491844 | 2026-09-19 | 4491844 | 1,646 B | A | view · diff |
| git:20260916.50d6810 | 2026-09-16 | 50d6810 | 1,452 B | A | view · diff |
| git:20260914.d23bb45 | 2026-09-14 | d23bb45 | 9,233 B | A | view · diff |
| git:20260912.0ce18c0 | 2026-09-12 | 0ce18c0 | 9,049 B | A | view · diff |
| git:20260911.616be7a | 2026-09-11 | 616be7a | 8,906 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 (2766 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
fmind/dot · 13 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vfix5vwcnuf5sxff GET https://markdownregistry.com/api/v1/resolve?ref=fmind/dot/python-stack GET https://markdownregistry.com/api/v1/blob/34fff835c381e72d76a4d9126290158be4537b73c7835e3be8f958c578d40c1d
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.