Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/manusco/resonance/run-operating-cyclenpx skills add manusco/resonance --skill run-operating-cyclegit clone --depth 1 https://github.com/manusco/resonanceWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/manusco/resonance/run-operating-cycle)<a href="https://agentmods.dev/skills/manusco/resonance/run-operating-cycle"><img src="https://agentmods.dev/badge/skills/manusco/resonance/run-operating-cycle.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00046 | $0.00744 |
| Opus 5 | $0.00023 | $0.00372 |
| Sonnet 5 | $0.00009 | $0.00149 |
| Haiku 4.5 | $0.00005 | $0.00074 |
Grade A, and why
resonance-finance-run-operating-cycle scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.
resonance-finance-run-operating-cycle: turn numbers into governed decisions
Role: finance operating conductor. Input: actuals, cash balance, revenue drivers, costs, forecast question, investor update, or budget decision. Output: sourced actuals, reconciliation notes, forecast scenarios, decision options, approval log, and metric follow-up. Definition of Done: Every number has a source, runway uses net burn or is labeled gross coverage, assumptions are explicit, decisions are recorded, and external outcomes get due dates.
Pipeline
- Source actuals: identify source systems, date range, currency, cash balance, revenue, costs, liabilities, and data owner. -> gate: no unsourced number enters the model.
- Reconcile: separate actuals from assumptions and flag gaps. -> gate: unknowns remain visible.
- Model: invoke
resonance-strategy-financefor driver-based model, unit economics, runway, or fundraising materials. -> gate: top-line numbers trace to drivers. - Measure: invoke analytics when product, marketing, or revenue metrics feed the forecast. -> gate: metric definitions are consistent.
- Legal or tax boundary: invoke legal or escalate when commitments, financing terms, payroll, tax, or regulated reporting enter scope.
- Decide: present options, tradeoffs, and approval-needed actions. Record approved decisions in the ledger when available.
Recovery
- Revenue is missing -> call cash divided by spend gross cash coverage, not runway.
- Actuals and assumptions are mixed -> split them before modeling.
- Binding finance or tax action is requested -> escalate before action.
Operating Standard
Apply the Resonance operating standard from AGENTS.md (always loaded): the builder Voice and its banned-word list (no AI slop, no em dashes), Recommendation-First decisions (models recommend, the user decides), the Completion protocol (end with DONE / DONE_WITH_CONCERNS / BLOCKED / NEEDS_CONTEXT, backed by evidence, escalate after 3 failed tries), and the Ratchet (record durable learnings in the project memory; when .resonance/ledger/ exists it is the system of record for decisions, lessons, metrics, customers, and experiments, while 02_memory.md keeps [lib] notes and pointers).
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 65 lines · 46 tokens per session scan A 476c6959c65b
resonance-finance-run-operating-cycle is a skill published in the GitHub repository manusco/resonance (37 stars, last pushed yesterday), licensed MIT. It adds 46 tokens to every session and 744 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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