auto-loop SKILL.md skillA
auto-loop from vanducng/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vanducng/skills/auto-loop@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vanducng/skills
- Path
skills/auto-loop/SKILL.md- Versions recorded
- 5
- Latest version
- v1.0.0, committed Aug 16, 2026
- First version recorded
- May 24, 2026
- Size
- 5,571 bytes
- Repository stars
- 8
- License
- MIT
Drive a Claude Code session toward a verifiable goal until done or a hard cap fires - autonomous loop, no user intervention. Use for refactor batches, test-suite green-up runs, migration loops where success is a check command (tests, lint, custom predicate) plus a fresh-context audit. Hosts the loop intra-session via Stop hook with two-vote completion gate; supports optional Codex /goal delegation. For numeric-metric keep/discard loops, use vd:optimize-loop.
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
# auto-loop ## What this skill is - and isn't | Skill | Question it answers | Output | |---|---|---| | `/loop` | "Re-run this prompt every N minutes." | Cron-style recurrence | | `/ralph-loop` | "Bash-while loop external to Claude." | Subprocess churn | | `vd:cook` | "Execute the plan, phase-by-phase, with review gates." | Phased delivery | | `vd:optimize-loop` | "Improve a measurable metric over N bounded iterations." | Best metric value (auto keep/discard) | | **`vd:auto-loop`** | **"Drive toward this goal until verified done or a cap fires - no babysitting."** | **Verified completion or graceful drain** | Auto-loop **pursues**. It does not design (use `vd:brainstorm`/`vd:plan` first) and it does not poll on a clock (use `/loop`). The exit condition is a **two-vote completion gate**: a user-supplied verifier command **and** a fresh-context audit subagent both vote `achieved`. ## Modes | Flag | Behaviour | |---|---| | _(default)_ | Run intra-session loop hosted by Stop hook until two-vote gate or hard cap. | | `--codex` | Delegate to native Codex `/goal` (requires codex ≥ 0.128.0 + ChatGPT auth). | …
Read the whole file at its exact version.
How to install
mdr add vanducng/skills/auto-loop@sha256:5eb5d68083fb6a1eThe line at the top of this page pins the label v1.0.0, 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_fly6teccpc53l2ym)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 24, 2026 and Aug 16, 2026, about one every 21 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-08-16 | c83d21b | 5,571 B | A | view · diff |
| v1.0.0 | 2026-07-24 | 51405ee | 5,504 B | A | view · diff |
| v1.0.0 | 2026-05-31 | 8556db2 | 5,540 B | A | view · diff |
| v1.0.0 | 2026-05-31 | 6b9fdba | 5,535 B | A | view · diff |
| v1.0.0 | 2026-05-24 | 4ea7a09 | 5,412 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 (5571 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
vanducng/skills · 8 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fly6teccpc53l2ym GET https://markdownregistry.com/api/v1/resolve?ref=vanducng/skills/auto-loop GET https://markdownregistry.com/api/v1/blob/5eb5d68083fb6a1e286d22c1ab2133b830a71cc3b94abb791664c7976b5ddbe8
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.