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Get Started Free →Decide which of your recurring rituals to put on autopilot — and which to keep manual. Use when asked what to automate, how to set up recurring AI runs, which reports or briefings could run on a schedule, or to design an automation charter for a team. Produces a ritual inventory with automate/assist/keep-manual calls, guardrails per ritual, and a rollout order.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-14 | ✗→✓ | ▲ Improved | 37% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 0% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -8% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 20% | 0% |
Inventory the reports, briefings, and reviews you produce on a rhythm, and decide — deliberately — which ones an AI should run on a schedule, which it should only draft, and which stay human.
Ask for (if not already provided):
Score each ritual on four questions, then classify:
| Question | Points toward automating | |---|---| | Inputs reachable? Can an agent read the sources without a human fetching them? | Yes | | Structure stable? Does the output look the same every cycle? | Yes | | Cost of a bad run? Would a wrong or stale edition mislead a decision? | Low cost | | Delta-shaped? Is the value "what changed since last time" rather than fresh judgement? | Yes |
For each automated ritual, define:
| Ritual | Cadence | Audience | Call | Why | |---|---|---|---|---| | artifact] | weekly/monthly] | who] | Automate / Assist / Manual | one line] |
Guardrails for automated rituals:
Ritual] — Review gate: ship / draft-for-approval]. On failure: skip+alert / retry]. Staleness marker: where it appears]. Kill criteria: condition].
Rollout order: Start with ritual] because lowest risk / most time saved]. Then next]. Revisit this charter after period].
Next step per ritual: use schedule-recipe to wire each "Automate" onto a runner, and delta-briefing to make recurring briefs report only what changed.
Other measured skills in the registry, with their headline benchmark lift.