muggle-feedback SKILL.md skillA

muggle-feedback from multiplex-ai/muggle-ai-works is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add multiplex-ai/muggle-ai-works/muggle-feedback@git:20261105.a69f4f1

Pins git:20261105.a69f4f1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
multiplex-ai/muggle-ai-works
Path
plugin/skills/muggle-feedback/SKILL.md
Versions recorded
6
Latest version
git:20261105.a69f4f1, committed Nov 5, 2026
First version recorded
May 15, 2026
Size
3,964 bytes
Repository stars
16
License
Apache-2.0

Use when the user wants to flag that a generated Muggle Test action script — or one specific step in it — did the wrong thing, so Muggle can analyze and regenerate affected scripts. Covers any report that a script or step is wrong, broken, or misbehaving (clicked the wrong element, step N did not work, broken at the submit step), whether from a recent local/remote run or a pasted Muggle dashboard run/script URL. Also lists, views, or deletes previously submitted feedback. Triggers on…

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

# Muggle Test Feedback

> Telemetry first step: see [`_shared/telemetry-emit.md`](../_shared/telemetry-emit.md). Use `skillName: "muggle-feedback"`.

> Running outside Claude Code (in Codex, for one)? Read [`../_shared/host-tool-equivalents.md`](../_shared/host-tool-equivalents.md) first — it maps the tools and paths this skill names to your host's.

Capture user feedback on what a generated Muggle Test action script did wrong. The server uses each feedback row to find similar test cases via LLM, then each affected script regenerates where it was made: a cloud-generated one in the background, a locally generated one on this machine, run by this skill.

## Routing

Pick the operation, then read its op file for the procedure.

| Intent | Op file |
|---|---|
| "give feedback on this run" / "the test was wrong" / "step N didn't work" / a Muggle dashboard URL in the prompt / chained from another skill | [`ops/submit.md`](ops/submit.md) |
| "show my feedback" / "list feedback for this project" / "what feedback have I filed" | [`ops/list.md`](ops/list.md) |
| "delete that feedback" / "remove feedback for X" | [`ops/delete.md`](ops/delete.md) |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add multiplex-ai/muggle-ai-works/muggle-feedback@sha256:90b9dc90a29069af

The line at the top of this page pins the label git:20261105.a69f4f1, 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_icsqzh5d3w5snyzk.svg)](https://markdownregistry.com/a/art_icsqzh5d3w5snyzk)

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

Versions

The registry has recorded 6 versions of this file, between May 15, 2026 and Nov 5, 2026, about one every 35 days.

versioncommittedcommitsizeaudit
git:20261105.a69f4f1 latest2026-11-05 a69f4f1 3,964 BA view · diff
git:20261021.3f2b3f62026-10-21 3f2b3f6 3,469 BA view · diff
git:20260624.99f0a282026-06-24 99f0a28 3,264 BA view · diff
git:20260604.9e6757a2026-06-04 9e6757a 3,251 BA view · diff
git:20260529.be8fe292026-05-29 be8fe29 3,468 BA view · diff
git:20260515.a7a63592026-05-15 a7a6359 3,445 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 (3964 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

multiplex-ai/muggle-ai-works · 16 stars · license Apache-2.0 · pushed 2026-11-06 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_icsqzh5d3w5snyzk
GET https://markdownregistry.com/api/v1/resolve?ref=multiplex-ai/muggle-ai-works/muggle-feedback
GET https://markdownregistry.com/api/v1/blob/90b9dc90a29069af689c9dccd648ca75beb82ca67fce12796cd7699363ec20ad

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.

More from multiplex-ai/muggle-ai-works

mrelease SKILL.md skill
multiplex-ai/muggle-ai-works · .claude/skills/mrelease/SKILL.md · Explicit short alias for the `muggle-works-npm-release` skill. ONLY invoke when the user explicitly types `mrelease` or…
git:20260529.a33b7bb · audit A · 16 stars
muggle-works-npm-release SKILL.md skill
multiplex-ai/muggle-ai-works · .claude/skills/muggle-works-npm-release/SKILL.md · Cut @muggleai/works release: AskUserQuestion (major/minor/patch), sync master, stop if nothing ships, semver baseline +…
git:20261105.fd41143 · audit A · 16 stars
muggle-works-npm-release SKILL.md skill
multiplex-ai/muggle-ai-works · .cursor/skills/muggle-works-npm-release/SKILL.md · Cut @muggleai/works release: AskUserQuestion (major/minor/patch), sync master, stop if nothing ships, semver baseline +…
git:20261105.fd41143 · audit A · 16 stars
optimize-descriptions SKILL.md skill
multiplex-ai/muggle-ai-works · internal/skills/optimize-descriptions/SKILL.md · Optimize Muggle AI's customer-facing text (MCP tool descriptions, skill descriptions, plugin metadata, hooks) so that…
git:20260414.2c62696 · audit A · 16 stars
CLAUDE.md@plugin/skills CLAUDE.md file
multiplex-ai/muggle-ai-works · plugin/skills/CLAUDE.md
git:20261105.44f17ee · audit A · 16 stars
CLAUDE.md@plugin/skills/_shared/vcs CLAUDE.md file
multiplex-ai/muggle-ai-works · plugin/skills/_shared/vcs/CLAUDE.md
git:20260813.557dd2b · audit A · 16 stars
m SKILL.md skill
multiplex-ai/muggle-ai-works · plugin/skills/m/SKILL.md · Explicit short alias for the `muggle` skill (router/menu). ONLY invoke when the user explicitly types `m` or `/m` —…
git:20261021.3f2b3f6 · audit A · 16 stars
mbt SKILL.md skill
multiplex-ai/muggle-ai-works · plugin/skills/mbt/SKILL.md · Explicit short alias for the `muggle-browser-task` skill. ONLY invoke when the user explicitly types `mbt` or `/mbt` —…
git:20261021.3f2b3f6 · audit A · 16 stars
mci SKILL.md skill
multiplex-ai/muggle-ai-works · plugin/skills/mci/SKILL.md · Explicit short alias for the `muggle-ci-install` skill. ONLY invoke when the user explicitly types `mci` or `/mci` —…
git:20261105.5c63447 · audit A · 16 stars
mcleanup SKILL.md skill
multiplex-ai/muggle-ai-works · plugin/skills/mcleanup/SKILL.md · Explicit short alias for the `muggle-cleanup` skill. ONLY invoke when the user explicitly types `mcleanup` or…
git:20261105.5c63447 · audit A · 16 stars
mdo SKILL.md skill
multiplex-ai/muggle-ai-works · plugin/skills/mdo/SKILL.md · Explicit short alias for the `muggle-do` skill. ONLY invoke when the user explicitly types `mdo` or `/mdo` — never…
git:20261021.3f2b3f6 · audit A · 16 stars
mfeedback SKILL.md skill
multiplex-ai/muggle-ai-works · plugin/skills/mfeedback/SKILL.md · Explicit short alias for the `muggle-feedback` skill. ONLY invoke when the user explicitly types `mfeedback` or…
git:20261021.3f2b3f6 · audit A · 16 stars

Every file in multiplex-ai/muggle-ai-works

Browse by kind, by grade A, or by owner.