loopify-requirements SKILL.md skillA
loopify-requirements from sunflowerslwtech/sunkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sunflowerslwtech/sunkit/loopify-requirements@git:20260717.efb18efPins git:20260717.efb18ef in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sunflowerslwtech/sunkit
- Path
plugins/loopify-requirements/skills/loopify-requirements/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260717.efb18ef, committed Jul 17, 2026
- Size
- 4,273 bytes
- Repository stars
- 13
- License
- none declared
Convert prompts, vague tasks, product requirements, coding requests, research plans, monitors, reminders, and agent workflows into repeatable, verifiable loops. Use when the user asks to "loopify" a requirement, turn a prompt into an agent loop, design unattended or recurring work, define /loop or routine instructions, create guardrails for autonomous agents, convert one-shot tasks into monitored workflows, or make future prompts more reliable through goal/scope/verification/escalation/stop…
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
# Loopify Requirements Turn a request into a loop contract: a bounded process that can wake up, inspect state, act, verify, report, and stop. Optimize for reliability before autonomy. ## Core Rule A requirement is not loop-ready until it answers: 1. **Goal**: what outcome should repeatedly become true? 2. **Trigger**: what starts or wakes the loop? 3. **State**: what evidence does each iteration inspect? 4. **Scope**: what may the agent read, change, or call? 5. **Verification**: how does the loop know the work is correct? 6. **Escalation**: when must it ask a human? 7. **Stop**: when should it end, pause, or refuse to continue? 8. **Audit**: what should be logged for later review? If any answer is missing, produce a `Not Loop-Ready` section and fill the smallest safe next step. ## Workflow 1. **Classify the request** - `one_shot`: solve once; loopification should produce a checklist or reusable prompt. - `scheduled`: run on a cadence such as hourly, daily, weekly. - `event_driven`: run on PR, alert, webhook, email, file change, or user message. - `monitor`: watch for a condition and report or act. …
Read the whole file at its exact version.
How to install
mdr add sunflowerslwtech/sunkit/loopify-requirements@sha256:31b053eb7e16d6d9The line at the top of this page pins the label git:20260717.efb18ef, 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_4sjiotjyz64prv6d)
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Versions
The registry has recorded 1 version of this file, committed on Jul 17, 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 (4273 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
sunflowerslwtech/sunkit · 13 stars · license none declared · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4sjiotjyz64prv6d GET https://markdownregistry.com/api/v1/resolve?ref=sunflowerslwtech/sunkit/loopify-requirements GET https://markdownregistry.com/api/v1/blob/31b053eb7e16d6d91648ee0591d4618d8e425568c1be3e153fb606aaea2b4583
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.