SKILLS & TEMPLATES

Turn a one-off task into a loop.

Copy the artifact, then run the check. Loopify is the main skill here: the practical mental model for taking a job you already do one chat at a time in Claude Code or Codex and shaping it into a repeatable loop with a check and a stop. The other skills and templates support it — /first-loop for one bounded task, /pass-log at every pass boundary.

Order

Which skill should an agent read first?

  1. Loopify first when the human has a job but not yet a loop plan — it turns a one-off task into a loop with a goal, check, and stop.
  2. First Loop once there is one bounded task and one command-verifiable check to run.
  3. Pass Log after each pass, so the log carries evidence instead of the transcript.
  4. Loop Check when there is already a prompt, workflow, cron job, or task to review.
  5. Template loop skills when the loop type is already known, such as CI repair or content freshness.

Templates

Contract and pass-log templates

These are copyable working-state files, not claims of unattended automation. The task contract is schema-backed; the goal contract remains template-only until goal-loop receipts exist.

Pass-log templateCopy this at a pass boundary so the run records state read, work, check evidence, state written, verdict, escalation, and autonomy.Reference
Goal contract templateTemplate-only until real goal-loop runs harden it; use it for a multi-task outcome with checks, constraints, budget, and blocked rule.Reference

Main skill

Loopify

Interview a human about a job and write a reviewed markdown loop plan with goal, trigger, state, steps, checks, stop rule, approvals, evidence, runner, and first-run check.

Open SKILL.md

Loopify prompt

Fetch https://loopmaster-ai.pages.dev/skills/loopify/SKILL.md and follow it.
Interview me, one question at a time, to define an agent loop for a job I want done.
Capture the goal, trigger, state, repeated steps, check, stop rule, approvals, logs or artifacts, runner or harness, and first-run check.
Do not set up or schedule anything until I approve the plan.

Paste this into any agent that can fetch a URL.

First LoopScaffold a Loopmaster task-contract.yaml and pass log for one bounded task loop, then run one checked pass and record the evidence.Open SKILL.md
Loop CheckReview an existing loop prompt, scheduled task, cron job, or agent workflow for missing checks, stop conditions, and approval gates.Open SKILL.md
Pass LogAppend a Loopmaster pass-log entry from current evidence using the K3 pass-log format and four terminal stops.Open SKILL.md
Ci Repair LoopUse when deploying the loopmaster.ai ci-repair template to triage failing CI, propose minimal repairs, and preserve human review gates.Open SKILL.md