reassess SKILL.md skillA

reassess from apache/magpie is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add apache/magpie/reassess@git:20261104.b1bc935

Pins git:20261104.b1bc935 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
apache/magpie
Path
plugins/magpie-issue/skills/reassess/SKILL.md
Versions recorded
16
Latest version
git:20261104.b1bc935, committed Nov 4, 2026
First version recorded
Sep 13, 2026
Size
21,867 bytes
Repository stars
138
License
Apache-2.0

Sweep a configured pool of resolved or end-of-life `<issue-tracker>` issues and re-assess each against the current `<default-branch>`. Per-issue: invoke `issue-reproducer` to extract and run the reporter's code, classify the runtime outcome, attach a nature analysis, compose a `verdict.json`. Hand-back-on-completion contract: no comments posted, no transitions, no closures.

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

<!-- SPDX-License-Identifier: Apache-2.0
     https://www.apache.org/licenses/LICENSE-2.0 -->

<!-- Placeholder convention (see ../../AGENTS.md#placeholder-convention-used-in-skill-files):
     <project-config>          → adopter's project-config directory
     <issue-tracker>           → URL of the project's general-issue tracker
     <issue-tracker-project>   → project key within the tracker
     <upstream>                → adopter's public source repo
     <default-branch>          → upstream's default branch (master vs main)
     <runtime>                 → recipe for invoking the project's runtime
     Substitute these with concrete values from the adopting
     project's <project-config>/ before running any command below. -->

# issue-reassess

<!-- BEGIN MAGPIE PREFLIGHT — generated from tools/dev/preflight-block.md -->

## Pre-flight — is this project set up?

Do this **first, before anything else in this skill**, and do it silently.
One command answers it and carries its own rules; there is nothing else to
read.

Run the checker with this skill's own frontmatter `name:` and
`surface_hash:`, and one `--requires` for each `requires_config:` entry:

```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add apache/magpie/reassess@sha256:e10b011d3da89415

The line at the top of this page pins the label git:20261104.b1bc935, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ezrq7hoxcwadx7um.svg)](https://markdownregistry.com/a/art_ezrq7hoxcwadx7um)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 16 versions of this file, between Sep 13, 2026 and Nov 4, 2026, about one every 3 days.

versioncommittedcommitsizeaudit
git:20261104.b1bc935 latest2026-11-04 b1bc935 21,867 BA view · diff
git:20261101.44669302026-11-01 4466930 23,272 BA view · diff
git:20261027.53959572026-10-27 5395957 21,410 BA view · diff
git:20261027.4fc00322026-10-27 4fc0032 20,965 BA view · diff
git:20261025.cb51b532026-10-25 cb51b53 20,905 BA view · diff
git:20261016.b4fca1e2026-10-16 b4fca1e 20,758 BA view · diff
git:20261005.3ac6eee2026-10-05 3ac6eee 20,607 BA view · diff
git:20261005.01ec1742026-10-05 01ec174 19,999 BA view · diff
git:20260929.eaabd7d2026-09-29 eaabd7d 19,786 BA view · diff
git:20260927.71c4fbd2026-09-27 71c4fbd 20,092 BA view · diff
git:20260926.c4795ea2026-09-26 c4795ea 22,805 BA view · diff
git:20260926.eca20092026-09-26 eca2009 22,798 BA view · diff
git:20260923.f4df4522026-09-23 f4df452 22,776 BA view · diff
git:20260922.5a5e1d62026-09-22 5a5e1d6 22,789 BA view · diff
git:20260918.f4a4abb2026-09-18 f4a4abb 27,370 BA view · diff
git:20260913.a4dd8ba2026-09-13 a4dd8ba 25,589 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (21867 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 · 138 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ezrq7hoxcwadx7um
GET https://markdownregistry.com/api/v1/resolve?ref=apache/magpie/reassess
GET https://markdownregistry.com/api/v1/blob/e10b011d3da8941514323e932f7f8d17944518365486c60e9a307e7bc0638b40

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.

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Every file in apache/magpie

Other files named reassess

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