agent-context-audit
Audit a repo's agent context — CLAUDE.md files, codebase docs, skills, and tool/MCP designs — against Anthropic's Claude 5 context-engineering guidance…
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
$ npx -y skills add AI-Builder-Club/skills --skill new-loop --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/new-loopContext preview
The summary Claude sees to decide when to auto-load this skill.
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
name: new-loop description: 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. user_invocable: true
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:
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 and just confirm in your summary.
Check the knowledge-base repo root for:
**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:
`YYYY-MM-DD | test run — <what you did and found / "nothing actionable yet">`.
## 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.
A Claude Code plugin marketplace of the skills we share at for building loop engineers: agents that get triggered on their own, pick up work, ship it, verify it, and log what they learned, so the work compounds without you prompting every step.
Repo: AI-Builder-Club/skills
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