loop-runner SKILL.md skillA
loop-runner from ulises-jeremias/agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ulises-jeremias/agent-toolkit/loop-runner@v1.1Pins v1.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ulises-jeremias/agent-toolkit
- Path
plugins/agent-toolkit-complete/.opencode/skills/loop-runner/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1, committed Aug 31, 2026
- Size
- 3,459 bytes
- Repository stars
- 19
- License
- MIT
Execute and manage loop engineering primitives (init, run, status, audit) from an AI coding.
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
# loop-runner > Execute and manage loop engineering primitives from an AI coding session. --- ## What this skill does This skill wraps the **`agent-toolkit loop`** CLI (V product command), exposing loop operations to AI coding agents without requiring the user to remember CLI flags. **Loop engineering** is the practice of designing recursive, autonomous processes that prompt AI agents — as opposed to prompting agents directly. Loops have durable state (`STATE.md`), safety gates (allowlist/deny), cost budgets, and rollout tiers (L1 report-only → L2 PR-gated → L3 unattended). ## Capabilities | Subcommand | When to use | |-----------|-------------| | `loop init <pattern>` | Scaffold a new loop from a starter | | `loop run <loop>` | Execute one loop iteration | | `loop status` | Show all loops: tier, cadence, last run | | `loop audit [loop]` | Summarize past run success/cost | | `loop cost <loop>` | Estimate per-run token cost | | `loop schedule <loop>` | Install systemd/launchd timer | | `loop sync` | Push escalations to knowledge/todos | ## How to invoke ```bash # Preferred — agent-toolkit V CLI agent-toolkit loop status agent-toolkit loop run daily-triage …
Read the whole file at its exact version.
How to install
mdr add ulises-jeremias/agent-toolkit/loop-runner@sha256:6491c61915a112c4The line at the top of this page pins the label v1.1, 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_awdeo6riwxmb2qjj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 31, 2026.
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 (3459 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
ulises-jeremias/agent-toolkit · 19 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_awdeo6riwxmb2qjj GET https://markdownregistry.com/api/v1/resolve?ref=ulises-jeremias/agent-toolkit/loop-runner GET https://markdownregistry.com/api/v1/blob/6491c61915a112c46521d3f800eaf7a1c35009b46d8aef1cf638add09d5f9ecd
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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