apache/magpie · skills/contributor-sentiment/SKILL.md

magpie-contributor-sentiment skillA

magpie-contributor-sentiment is agent-read markdown (skill) from apache/magpie: Measures contributor-sentiment signals on <upstream> over a configurable window: thread tone (first-response classification), time-to-first-reply (median hours), first-PR retention (second-PR rate), and reviewer load (Gini coefficient). Compares each signal against a pre-adoption baseline and produces a structured gate report used to decide whether a skill family is ready to advance from experimental to stable..

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

Latest version
mdr add apache/magpie/magpie-contributor-sentiment@git:20260910.227fcba
Exact content
mdr add apache/magpie/magpie-contributor-sentiment@sha256:c61377d495bc9c6e

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qw2ibm6koh4m4ocd.svg)](https://markdownregistry.com/a/art_qw2ibm6koh4m4ocd)

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Versions

versioncommittedcommitsizeaudit
git:20260910.227fcba latest2026-09-10 227fcba 18,240 BA view · diff
git:20260826.b6281f72026-08-26 b6281f7 15,885 BA view · diff
git:20260711.e3963f62026-07-11 e3963f6 15,876 BA view · diff
git:20260707.f2a34db2026-07-07 f2a34db 15,849 BA view · diff
git:20260705.656fbbc2026-07-05 656fbbc 15,765 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (18240 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

apache/magpie · 91 stars · license Apache-2.0 · pushed 2026-09-11 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qw2ibm6koh4m4ocd
GET https://markdownregistry.com/api/v1/resolve?ref=apache/magpie/magpie-contributor-sentiment
GET https://markdownregistry.com/api/v1/blob/c61377d495bc9c6eaa2e2e083b31e1f8e68051b5e747db84d895f872570113fb