Agent skill · Testing & QA

new-loop

Spin up a new loop (domain) in a file-based knowledge base — bootstrap the substrate if it's missing, gather the loop's charter, scaffold domains/<loop>/README.md, then do ONE real test run and record it in the loop's Timeline and LOG.md. Use when the user says "set up a new loop", "create a domain", "start a new beat/workstream", or names a recurring job they want the agent to own.

AI-Builder-Clubgithub.com/AI-Builder-ClubGitHub ↗
claude-code
Install
npx skills add AI-Builder-Club/skills --skill new-loop --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 5
SKILL.md size: 5 KB
Bundled scripts: none
Path: skills/new-loop/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 1,147 · +35 this week
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# new-loop — spin up a new loop A **loop** (a `domain`) is a recurring thread of work the agent owns: a charter, a cadence, and the artifacts it produces. This skill creates one, proves it works with a single real run, and leaves behind a `domains/<loop>/README.md` that is the loop's live state. ## When to use The user wants to stand up a new workstream/beat/job (e.g. "a weekly SEO loop", "a support triage loop", "a competitor-watch loop"). Don't use this for a one-off task — that's a backlog line in an existing domain, or a `doc`/`signal`. ## Inputs to gather (ask only what's missing) Infer from the request; ask a short clarifying round only for what you can't: 1. **name** — kebab-case, the loop's home folder (`domains/<name>/`). Keep it short. 2. **goal** — one line: the outcome this loop drives. 3. **cadence** — `manual` / `daily` / `weekly` / a cron expr. Default `manual`. 4. **what it does** — what it consumes (signals? data? an inbox? a URL?) and produces (signals? docs? a report? code changes shipped via `/verify`?). 5. **tools/data** — sources or credentials it needs (point at a setup skill or `.env`; never inline secrets). If the request is already specific, infer all five

What's inside
Steps it walks through
  1. When to use
  2. Inputs to gather (ask only what's missing)
  3. Procedure
  4. 1. Bootstrap the substrate (one-time; skip if already set up)
  5. 2. Scaffold the loop README
  6. 3. Do ONE real test run
  7. 4. Report back
  8. Notes
Ships with 4 files
  • references/ARCHITECTURE.md
  • references/CLAUDE.template.md
  • references/KNOWLEDGE_SETUP.md
  • references/LOG.md
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About this skill
What does the new-loop skill do?

Spin up a new loop (domain) in a file-based knowledge base — bootstrap the substrate if it's missing, gather the loop's charter, scaffold domains/<loop>/README.md, then do ONE real test run and record it in the loop's Timeline and LOG.md. Use when the user says "set up a new loop", "create a domain", "start a new beat/workstream", or names a recurring job they want the agent to own.

How do I install it?

Run `npx skills add AI-Builder-Club/skills --skill new-loop --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From AI-Builder-Club/skills, a repository with 1,147 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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