python-repl-skill SKILL.md skillA

python-repl-skill from iii-org/akasha is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add iii-org/akasha/python-repl-skill@git:20260728.54ca37f

Pins git:20260728.54ca37f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
iii-org/akasha
Path
examples/examples_skills/python-repl-skill/SKILL.md
Versions recorded
1
Latest version
git:20260728.54ca37f, committed Jul 28, 2026
Size
558 bytes
Repository stars
30
License
MIT

Demonstrate a persistent Python workspace across multiple calculation steps.

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

# Persistent Python Workspace Demo

Use this skill when the user asks for a multi-step Python calculation that reuses intermediate values.

1. In the first Python execution, define values = [2, 4, 6, 8] and total = sum(values).
2. In a separate Python execution, reuse those existing variables to calculate average = total / len(values).
3. Return the resulting average.
4. Do not create or execute a bundled script for this workflow.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add iii-org/akasha/python-repl-skill@sha256:f329577ae12f555f

The line at the top of this page pins the label git:20260728.54ca37f, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_grg6himqzu4hpryh.svg)](https://markdownregistry.com/a/art_grg6himqzu4hpryh)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 28, 2026.

versioncommittedcommitsizeaudit
git:20260728.54ca37f latest2026-07-28 54ca37f 558 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (558 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

GitHub

iii-org/akasha · 30 stars · license MIT · pushed 2026-10-21 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_grg6himqzu4hpryh
GET https://markdownregistry.com/api/v1/resolve?ref=iii-org/akasha/python-repl-skill
GET https://markdownregistry.com/api/v1/blob/f329577ae12f555fd2399b27e74a649ea2e6580841a0b7f2e919f2851178c8bf

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.

More from iii-org/akasha

hello-skill SKILL.md skill
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git:20260728.54ca37f · audit A · 30 stars
Invalid_Name SKILL.md skill
iii-org/akasha · tests/fixtures/skills/invalid-name/SKILL.md · Invalid skill name
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other SKILL.md skill
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Every file in iii-org/akasha

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