magpie-optimize-skill skillA
magpie-optimize-skill is agent-read markdown (skill) from apache/magpie: Optimize an existing framework skill (or sweep a set of them) by applying the restructuring patterns proven on the security-skill suite: split an oversized `SKILL.md` into linked sibling docs, lift concrete/project-specific values out of the body into `<project-config>` placeholders, replace in-agent-context body reads with out-of-context tool calls, batch per-item fetches into a single upfront pass, and add a deterministic pre-flight no-op classifier ahead of LLM passes. Every change is a behav.
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 apache/magpie/magpie-optimize-skill@git:20260910.d7c9d6cmdr add apache/magpie/magpie-optimize-skill@sha256:d455dfef901f0a2dPin 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_tfpjryvacfwhiyfg)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260910.d7c9d6c latest | 2026-09-10 | d7c9d6c | 15,493 B | A | view · diff |
| git:20260910.227fcba | 2026-09-10 | 227fcba | 15,501 B | A | view · diff |
| git:20260712.17384af | 2026-07-12 | 17384af | 13,146 B | A | view · diff |
| git:20260711.b93dd0a | 2026-07-11 | b93dd0a | 13,011 B | A | view · diff |
| git:20260711.e3963f6 | 2026-07-11 | e3963f6 | 13,000 B | A | view · diff |
| git:20260707.f2a34db | 2026-07-07 | f2a34db | 12,982 B | A | view · diff |
| git:20260629.8ca01ca | 2026-06-29 | 8ca01ca | 12,898 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 (15493 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
apache/magpie · 91 stars · license Apache-2.0 · pushed 2026-09-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tfpjryvacfwhiyfg GET https://markdownregistry.com/api/v1/resolve?ref=apache/magpie/magpie-optimize-skill GET https://markdownregistry.com/api/v1/blob/d455dfef901f0a2db926d77f5e219ceab351c3b92223c1a993e4c4c602ca98dc