autoloop SKILL.md skillA
autoloop from jun0-ds/sonmat is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jun0-ds/sonmat/autoloop@git:20261012.4fe924ePins git:20261012.4fe924e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jun0-ds/sonmat
- Path
skills/autoloop/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261012.4fe924e, committed Oct 12, 2026
- First version recorded
- Apr 14, 2026
- Size
- 23,433 bytes
- Repository stars
- 5
- License
- BSD-3-Clause
범용 자율 루프 — 기획→정의→실행→평가→판단→기록→반복. 에스컬레이션 판단 포함.
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
# Autoloop — Autonomous Loop Protocol ## 0. Entry Routing On receiving a task, judge complexity: | Signal | L0 (direct) | Full loop | |--------|-------------|-----------| | Files to modify | 1 | Multiple | | Iteration needed | One-shot | Expected | **L0**: Skip planning questions and definition. Apply core.md + hints.md → execute → verify → done. Escalate to full loop if a trigger fires. **Full loop**: Proceed to section 1. **Bridge-note check**: Before starting any task, check if the sonmat bridge note exists (`bridge-note.md` in `$SONMAT_PROJECTS_BASE/<slug>`, default `~/.sonmat/projects/<slug>/` where `<slug>` is the cwd path with `/`→`-`; legacy `.claude/sonmat/` as fallback). If relevant context is found, incorporate it silently. Mention to user only if directly relevant to the new task. ## 1. Planning Questions When no loop definition exists, build one through conversation. Ask 2-3 at a time, not all at once. ### Required Questions | # | Question | Collects | |---|----------|----------| | 1 | What is the end goal? | `loop.name` + objective | | 2 | Which files/scope to modify? | `loop.modify` | | 3 | How to run after modification? | `loop.run` | …
Read the whole file at its exact version.
How to install
mdr add jun0-ds/sonmat/autoloop@sha256:9b54603893f0d4a6The line at the top of this page pins the label git:20261012.4fe924e, 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_ce6cves3c5tk4mtv)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Apr 14, 2026 and Oct 12, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.4fe924e latest | 2026-10-12 | 4fe924e | 23,433 B | A | view · diff |
| git:20260929.6b02e80 | 2026-09-29 | 6b02e80 | 22,772 B | A | view · diff |
| git:20260928.900ac85 | 2026-09-28 | 900ac85 | 22,720 B | A | view · diff |
| git:20260911.67b07c9 | 2026-09-11 | 67b07c9 | 22,668 B | A | view · diff |
| git:20260911.90dace9 | 2026-09-11 | 90dace9 | 21,258 B | A | view · diff |
| git:20260522.161955d | 2026-05-22 | 161955d | 20,693 B | A | view · diff |
| git:20260415.9ba1b1e | 2026-04-15 | 9ba1b1e | 20,527 B | A | view · diff |
| git:20260414.e9e4330 | 2026-04-14 | e9e4330 | 19,874 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 (23433 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
jun0-ds/sonmat · 5 stars · license BSD-3-Clause · pushed 2026-10-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ce6cves3c5tk4mtv GET https://markdownregistry.com/api/v1/resolve?ref=jun0-ds/sonmat/autoloop GET https://markdownregistry.com/api/v1/blob/9b54603893f0d4a65efcc0a4fbdf3e69ca6bf8176cef94c524cec18e1a70df14
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.