geopandas skillA
geopandas is agent-read markdown (skill) from k-dense-ai/scientific-agent-skills: Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
How to install
mdr add k-dense-ai/scientific-agent-skills/geopandas@v1.2mdr add k-dense-ai/scientific-agent-skills/geopandas@sha256:98450a46bf64f602Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_lsbmvfiav3qcaiai)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2 latest | 2026-09-02 | 1e5eeff | 13,187 B | A | view · diff |
| v1.1 | 2026-07-26 | b085e11 | 12,229 B | A | view · diff |
| v1.1 | 2026-07-24 | 10781b2 | 12,233 B | A | view · diff |
| git:20260611.1b8fae3 | 2026-06-11 | 1b8fae3 | 7,137 B | A | view · diff |
| v1.0 | 2026-05-27 | 0936740 | 7,132 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 (13187 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
k-dense-ai/scientific-agent-skills · 43,155 stars · license MIT · pushed 2026-09-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lsbmvfiav3qcaiai GET https://markdownregistry.com/api/v1/resolve?ref=k-dense-ai/scientific-agent-skills/geopandas GET https://markdownregistry.com/api/v1/blob/98450a46bf64f60210ddb28c561b764c904a50ca54e414b3901ccd6853c200e3