goga-cell-python SKILL.md skillA
goga-cell-python from qarium/goga is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qarium/goga/goga-cell-python@git:20260702.6d3b858Pins git:20260702.6d3b858 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qarium/goga
- Path
goga/assets/skills/goga-cell-python/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260702.6d3b858, committed Jul 2, 2026
- First version recorded
- Jun 29, 2026
- Size
- 4,116 bytes
- Repository stars
- 44
- License
- BSD-3-Clause
Python rules for implementing CODEMANIFEST contracts.
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: Contract Implementation Rules
Language skill for Python.
Apply the specification within the context of the invoking skill. Do not paraphrase the content — use it
for decision-making.
Invoke via the `goga-lang-disp` router.
---
## Examples
Full CODEMANIFEST example for Python with all DSL constructs:
```yaml
Imports:
- Types:
- DataModel
- BaseConfig AS Config
Usages:
- serialization
From: path/to/data_cell
Usages:
conventions: .goga/usages/python_conventions.md
pattern: |
All public methods must use type hints. Return values are immutable where possible.
testing: |
Each routine and entity method must have a corresponding test in tests/.
Annotations: |
Use `conventions` for code style.
Use `testing` for test requirements.
Use `serialization` from Imports for data encoding patterns.
All methods must return concrete types, not `Any`.
---
"parse_input(input: str) -> data: bytes":
location: parser.py
annotations: |
Parse raw input string into structured data.
`input`: raw string to parse
Use `pattern` for implementation.
"DataProcessor(config: Config)":
location: processor.py
annotations: |
…Read the whole file at its exact version.
How to install
mdr add qarium/goga/goga-cell-python@sha256:b0cdd8375de7d255The line at the top of this page pins the label git:20260702.6d3b858, 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_6eg2b4uh3k2jkr44)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 29, 2026 and Jul 2, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260702.6d3b858 latest | 2026-07-02 | 6d3b858 | 4,116 B | A | view · diff |
| git:20260629.9657aba | 2026-06-29 | 9657aba | 3,861 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 (4116 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
qarium/goga · 44 stars · license BSD-3-Clause · pushed 2026-10-21 · branch 2.1.x
API
GET https://markdownregistry.com/api/v1/artifacts/art_6eg2b4uh3k2jkr44 GET https://markdownregistry.com/api/v1/resolve?ref=qarium/goga/goga-cell-python GET https://markdownregistry.com/api/v1/blob/b0cdd8375de7d255326fc8c3b6c8565df14be57a62e112878360d13957951dcf
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.