How to integrate this today

quirq accounting needs no new infrastructure: an environment that snapshots state and meters spend, and four habits. Start with one recurring task family this week.

The four habits

1. Write definitions of done, not better prompts. The leverage is in an end state the environment can check; prompt phrasing is a rounding error beside it. Start with one recurring task family, let the owner budget it. (How-to: the playbook.)
2. Standardize the handoff package. Every unit carries the same contract (done, budget, identity, state, record), so humans and agents exchange work under one process, not two.
3. Run repeat work in the same environment. The tenure curve of what it calculates only exists if memory and accepted definitions accumulate in one place; fresh contexts reset every unit to unit-1 economics.
4. Read the ledger weekly; harden the worst check; repeat. Audit environments the way you audit code: gameable checks, unmetered actions, and self-reported completion are bugs, and agents will find them.

The adoption path

Two deeper guides carry the craft: the playbook (definitions of done, budgets, the ledger schema) and gaming (what will be attacked, and the mitigations that hold).