analytics-hand-skill skillA
analytics-hand-skill is agent-read markdown (skill) from librefang/librefang: Expert knowledge for AI data analytics -- statistical methods, visualization best practices, pandas reference, and reporting patterns.
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 librefang/librefang/analytics-hand-skill@v1.0.0mdr add librefang/librefang/analytics-hand-skill@sha256:59e95c235cf6ae0bPin 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_pgnwgxmwxhk3rrxe)
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Versions
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 (35845 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
librefang/librefang · 375 stars · license MIT · pushed 2026-09-17 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pgnwgxmwxhk3rrxe GET https://markdownregistry.com/api/v1/resolve?ref=librefang/librefang/analytics-hand-skill GET https://markdownregistry.com/api/v1/blob/59e95c235cf6ae0bdeb37f281052c155c4a755f27daf4e41ef00f35797dc0cdf
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