pyskills SKILL.md skillA
pyskills from answerdotai/aai-coding is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add answerdotai/aai-coding/pyskills@git:20260722.aee9522Pins git:20260722.aee9522 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- answerdotai/aai-coding
- Path
skills/pyskills/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260722.aee9522, committed Jul 22, 2026
- Size
- 802 bytes
- Repository stars
- 21
- License
- Apache-2.0
TRIGGER — read before completing ANY non-trivial task: working with files or notebooks, searching or editing code, accessing the internet in any way, finding docs, writing prose for external readers, git or GitHub work, debugging, data transforms, browser automation, or anything else a tool could exist for. The tooling catalog lives in the kernel, not in this skill list.
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
# Pyskills Run `list_pyskills()` in clikernel (after the persistent-python bootstrap). It returns the tooling catalog: one row per pyskill, each description saying when it applies. Map your task to rows, read `doc(<module>)` for each candidate before first use, and prefer a matching pyskill over ad hoc code or shell commands. If unsure whether a pyskill helps, load its docs and check.
Read the whole file at its exact version.
How to install
mdr add answerdotai/aai-coding/pyskills@sha256:8bc2e001f544e754The line at the top of this page pins the label git:20260722.aee9522, 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_xztoipi6vivsjlfk)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 22, 2026.
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 (802 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
answerdotai/aai-coding · 21 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xztoipi6vivsjlfk GET https://markdownregistry.com/api/v1/resolve?ref=answerdotai/aai-coding/pyskills GET https://markdownregistry.com/api/v1/blob/8bc2e001f544e754be7dc31d14979cd4edae7fd5746d3bd1b4a2b246f9120716
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.