auto-loop SKILL.md skillA
auto-loop from claude-world/director-mode-lite is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add claude-world/director-mode-lite/auto-loop@git:20260706.14c5553Pins git:20260706.14c5553 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- claude-world/director-mode-lite
- Path
skills/auto-loop/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260706.14c5553, committed Jul 6, 2026
- First version recorded
- Jan 16, 2026
- Size
- 7,980 bytes
- Repository stars
- 80
- License
- MIT
TDD-based autonomous development loop with checkpoint recovery and observability changelog.
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 Execute a TDD-based autonomous development loop with full observability. --- ## Usage ```bash # Start new task /auto-loop "Implement user login" # With acceptance criteria /auto-loop "Implement authentication Acceptance Criteria: - [ ] Login form (email + password) - [ ] JWT token generation - [ ] Error handling " # Resume interrupted session /auto-loop --resume # Force restart (clear old state) /auto-loop --force "New task" # Check status /auto-loop --status # With iteration limit /auto-loop "Task" --max-iterations 15 ``` --- ## How It Works ``` ┌───────────────────────────────────────────────────────────────┐ │ TDD Iteration │ ├───────────┬───────────────────────────────────────────────────┤ │ RED │ Write failing test for next AC │ │ │ → Auto-logged: file_write, test_fail │ ├───────────┼───────────────────────────────────────────────────┤ │ GREEN │ Write implementation to make test pass │ │ │ → Auto-logged: file_write/edit, test_pass │ ├───────────┼───────────────────────────────────────────────────┤ …
Read the whole file at its exact version.
How to install
mdr add claude-world/director-mode-lite/auto-loop@sha256:775fe6214e8c9e01The line at the top of this page pins the label git:20260706.14c5553, 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_gg3ki3begjqdtgrg)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jan 16, 2026 and Jul 6, 2026, about one every 171 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260706.14c5553 latest | 2026-07-06 | 14c5553 | 7,980 B | A | view · diff |
| git:20260116.d89779c | 2026-01-16 | d89779c | 7,790 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 (7980 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
claude-world/director-mode-lite · 80 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gg3ki3begjqdtgrg GET https://markdownregistry.com/api/v1/resolve?ref=claude-world/director-mode-lite/auto-loop GET https://markdownregistry.com/api/v1/blob/775fe6214e8c9e01967294675618ef6de4910d90552b39bf79b5ed7e7a51b27f
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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