muggle-do SKILL.md skillA
muggle-do from multiplex-ai/muggle-ai-works is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add multiplex-ai/muggle-ai-works/muggle-do@git:20261105.887a459Pins git:20261105.887a459 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-do/SKILL.md- Versions recorded
- 15
- Latest version
- git:20261105.887a459, committed Nov 5, 2026
- First version recorded
- Oct 21, 2026
- Size
- 10,869 bytes
- Repository stars
- 16
- License
- Apache-2.0
Take a feature request, spec, design, bug, or ticket and carry it autonomously to an opened pull request — write the code, test it, raise the PR. The PR carries real-browser proof: email-gated flows run through live test inboxes, logins through encrypted secrets, and prerequisite flows in test-graph order, with screenshots attached. Use whenever the user wants something built, implemented, added, or fixed with a PR opened, raised, or put up at the end —…
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 Do > Telemetry first step: see [`../_shared/telemetry-emit.md`](../_shared/telemetry-emit.md). Use `skillName: "muggle-do"`. > 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. Runs an autonomous dev cycle from requirements to PR. **Fire and review:** user answers one pre-flight questionnaire, then walks away. The [muggle-pr-followup](../muggle-pr-followup/SKILL.md) watcher invokes `/muggle-do` again with the *address-reviews* directive when new reviews land. ## Forward pipeline (fresh feature) | # | Stage | File | | :- | :---- | :--- | | 1 | Pre-flight (only user-facing stage) | [`../do/pre-flight.md`](../do/pre-flight.md) | | 2 | Requirements | [`../do/requirements.md`](../do/requirements.md) | | 3 | Build | [`../do/build.md`](../do/build.md) | | 4 | Impact analysis | [`../do/impact-analysis.md`](../do/impact-analysis.md) | | 5 | Unit tests | [`../do/unit-tests.md`](../do/unit-tests.md) | | 5.5 | Open PR | [`../do/open-prs.md`](../do/open-prs.md) | …
Read the whole file at its exact version.
How to install
mdr add multiplex-ai/muggle-ai-works/muggle-do@sha256:a1ce8ee10d53eec9The line at the top of this page pins the label git:20261105.887a459, 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.
[](https://markdownregistry.com/a/art_4fwa5l2umeg6rcly)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 15 versions of this file, between Oct 21, 2026 and Nov 5, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261105.887a459 latest | 2026-11-05 | 887a459 | 10,869 B | A | view · diff |
| git:20261105.cdcb178 | 2026-11-05 | cdcb178 | 10,809 B | A | view · diff |
| git:20261104.679da12 | 2026-11-04 | 679da12 | 10,515 B | A | view · diff |
| git:20261103.6bcac40 | 2026-11-03 | 6bcac40 | 10,330 B | A | view · diff |
| git:20261101.98236d1 | 2026-11-01 | 98236d1 | 10,201 B | A | view · diff |
| git:20261029.9512f3d | 2026-10-29 | 9512f3d | 9,790 B | A | view · diff |
| git:20261028.f3c8e62 | 2026-10-28 | f3c8e62 | 9,708 B | A | view · diff |
| git:20261026.1a03c47 | 2026-10-26 | 1a03c47 | 9,298 B | A | view · diff |
| git:20261026.1b2512e | 2026-10-26 | 1b2512e | 8,982 B | A | view · diff |
| git:20261025.1b06d92 | 2026-10-25 | 1b06d92 | 8,312 B | A | view · diff |
| git:20261023.1fd6588 | 2026-10-23 | 1fd6588 | 8,242 B | A | view · diff |
| git:20261022.eacf7a9 | 2026-10-22 | eacf7a9 | 8,057 B | A | view · diff |
| git:20261022.c874490 | 2026-10-22 | c874490 | 7,874 B | A | view · diff |
| git:20261022.fa635b5 | 2026-10-22 | fa635b5 | 7,702 B | A | view · diff |
| git:20261021.46b3c06 | 2026-10-21 | 46b3c06 | 7,357 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 (10869 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
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_4fwa5l2umeg6rcly GET https://markdownregistry.com/api/v1/resolve?ref=multiplex-ai/muggle-ai-works/muggle-do GET https://markdownregistry.com/api/v1/blob/a1ce8ee10d53eec9a4198ab871b370dbd5d1c379ffbbfd30e020b9053b572f82
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.