Agent Tool-Governance Maturity Kit ATGM Framework
Agent tool governance kit with 5-level ATGM maturity model, scoring workbook, CLAUDE.md templates, and runbook — go from ad-hoc to auditable in one sitting.
ai agent token cost templates with the WOWHOW CABA framework — attribute spend by role, pre-declare budgets, and stop surprise bills before they happen.
ai agent token cost templates with the WOWHOW CABA framework — attribute spend by role, pre-declare budgets, and stop surprise bills before they happen.
Five ready-to-use spreadsheet files and an operating guide that give you line-item visibility into every token your AI agent burns. The WOWHOW Context Budget Accounting (CABA) framework — an original WOWHOW taxonomy — assigns every token to one of seven named roles (SYS, CTX, HIS, ORC, TLR, OUT, AUD), so you can see exactly which part of your pipeline caused last Tuesday's cost spike. Built for engineers shipping production agents, RAG pipelines, and multi-agent systems on Claude, GPT-4o, or any token-priced model.
per-run-budget-template.csv in any spreadsheet app and fill in Sections 1–6 before writing a single line of agent code. The risk-flag checklist in Section 6 catches unbounded retrieval, missing history truncation, and absent cost ceilings — the three most common bill-shock causes.token-cost-tracker.csv. The variance columns calculate automatically.multi-agent-ledger.csv and fill one row per agent step. Compare your EXEC and SYNTH roles (where expensive models belong) against your ORCH, RTRV, and GATE roles (where cheap models belong). The example pipeline in the file shows the math in full.The CABA framework fills a gap that no provider dashboard covers: it names the roles that tokens play in your pipeline, not just the totals. Once every token has a role, budget overruns have a responsible party and a concrete fix. Find more AI toolkits in the WOWHOW product browse, and try the free AI tools for quick cost estimates and token calculations.
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