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Get Started Free →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.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 60% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 57% | 0% |
| case-06 | ✓→✗ | ▼ Worse | 1% | 0% |
| case-10 | ✓→✗ | ▼ Worse | -40% | 0% |
| case-16 | ✓→✗ | ▼ Worse | -8% | 0% |
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.
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.
Infer from the request; ask a short clarifying round only for what you can't:
domains/<name>/). Keep it short.manual / daily / weekly / a cron expr. Default manual.docs? a report? code changes shipped via /verify?).
.env; neverinline secrets).
If the request is already specific, infer all five and just confirm in your summary.
Check the knowledge-base repo root for:
ARCHITECTURE.md and LOG.md, andCLAUDE.md that has a "Knowledge base" section.All present → the substrate exists; skip to Step 2. Anything missing → read references/KNOWLEDGE_SETUP.md and follow it — it copies in ARCHITECTURE.md + LOG.md, creates signals/ docs/ domains/ with their README schemas, and injects the knowledge-base section into CLAUDE.md (or scaffolds one from references/CLAUDE.template.md). It's idempotent: it only creates what's missing.
(Read references/ARCHITECTURE.md once if you haven't — it's the model this skill instantiates.)
Create domains/<name>/README.md from the domain template (in domains/README.md, also quoted in references/KNOWLEDGE_SETUP.md), filled with the gathered inputs. Required sections: frontmatter (kind: domain, domain, status: active, goal, cadence), a 2–4 line description, ## Current focus, ## Backlog (to-dos inline — they stay in the README until they earn a task kind), and an empty ## Timeline. Add ## Evidence & analysis / ## Metrics placeholders if relevant.
Collision check: if domains/<name>/ already exists, stop and ask whether to update it instead of overwriting.
The point of the skill: prove the loop actually runs, not just that the folder exists.
Actually run the loop once, at small scale — do whatever it's meant to do (triage a few real tickets, pull one real SERP, fetch the inbox, draft one comment, run one analysis query, scope one code change…). Use real tools/data where you can; if a credential is missing, do the furthest-reachable dry run and note the gap.
Producing an artifact is optional — a legit run may surface nothing worth filing. Only create a signal/doc if the run genuinely produced one.
Two required outputs regardless:
## Timeline:YYYY-MM-DD | test run — <what you did and found / "nothing actionable yet">.
LOG.md (its grammar): ## YYYY-MM-DD · <loop-name> loop created + first run · #ops What: <one line — what the loop is and what the first run did/found>. Refs: domains/<name>/README.md (new)[, any artifact created].
Summarize: the loop's charter (the five inputs), what the test run did/found, any artifacts created (or "none — nothing actionable this run"), missing tools/credentials to wire up, and how to run it again (cadence + entry point). Keep it tight.
accrete via its Timeline.
existing loop, add it there (a backlog line + a domain: tag) instead of a near-duplicate.
the /verify skill (proof + PR), giving each parallel agent its own isolated stack via crabbox-setup (sibling harness skills in this plugin). Point the README's Backlog at them.
Other measured skills in the registry, with their headline benchmark lift.