Skills › Business & Commerce › Payments
finance-billing-ops
Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC. Use when the user wants a sales snapshot, pricing comparison, duplicate-charge diagnosis, or code-backed billing reality instead of generic payments advice.
The full skill
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name: finance-billing-ops
description: Evidence-first revenue, pricing, refunds, team-billing, and billing-model truth workflow for ECC. Use when the user wants a sales snapshot, pricing comparison, duplicate-charge diagnosis, or code-backed billing reality instead of generic payments advice.
origin: ECC
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# Finance Billing Ops
Use this when the user wants to understand money, pricing, refunds, team-seat logic, or whether the product actually behaves the way the website and sales copy imply.
This is broader than `customer-billing-ops`. That skill is for customer remediation. This skill is for operator truth: revenue state, pricing decisions, team billing, and code-backed billing behavior.
## Skill Stack
Pull these ECC-native skills into the workflow when relevant:
– `customer-billing-ops` for customer-specific remediation and follow-up
– `research-ops` when competitor pricing or current market evidence matters
– `market-research` when the answer should end in a pricing recommendation
– `github-ops` when the billing truth depends on code, backlog, or release state in sibling repos
– `verification-loop` when the answer depends on proving checkout, seat handling, or entitlement behavior
## When to Use
– user asks for Stripe sales, refunds, MRR, or recent customer activity
– user asks whether team billing, per-seat billing, or quota stacking is real in code
– user wants competitor pricing comparisons or pricing-model benchmarks
– the question mixes revenue facts with product implementation truth
## Guardrails
– distinguish live data from saved snapshots
– separate:
– revenue fact
– customer impact
– code-backed product truth
– recommendation
– do not say "per seat" unless the actual entitlement path enforces it
– do not assume duplicate subscriptions imply duplicate value
## Workflow
### 1. Start from the freshest billing evidence
Prefer live billing data. If the data is not live, state the snapshot timestamp explicitly.
Normalize the picture:
– paid sales
– active subscriptions
– failed or incomplete checkouts
– refunds
– disputes
– duplicate subscriptions
### 2. Separate customer incidents from product truth
If the question is customer-specific, classify first:
– duplicate checkout
– real team intent
– broken self-serve controls
– unmet product value
– failed payment or incomplete setup
Then separate that from the broader product question:
– does team billing really exist?
– are seats actually counted?
– does checkout quantity change entitlement?
– does the site overstate current behavior?
### 3. Inspect code-backed billing behavior
If the answer depends on implementation truth, inspect the code path:
– checkout
– pricing page
– entitlement calculation
– seat or quota handling
– installation vs user usage logic
– billing portal or self-serve management support
### 4. End with a decision and product gap
Report:
– sales snapshot
– issue diagnosis
– product truth
– recommended operator action
– product or backlog gap
## Output Format
“`text
SNAPSHOT
– timestamp
– revenue / subscriptions / anomalies
CUSTOMER IMPACT
– who is affected
– what happened
PRODUCT TRUTH
– what the code actually does
– what the website or sales copy claims
DECISION
– refund / preserve / convert / no-op
PRODUCT GAP
– exact follow-up item to build or fix
“`
## Pitfalls
– do not conflate failed attempts with net revenue
– do not infer team billing from marketing language alone
– do not compare competitor pricing from memory when current evidence is available
– do not jump from diagnosis straight to refund without classifying the issue
## Verification
– the answer includes a live-data statement or snapshot timestamp
– product-truth claims are code-backed
– customer-impact and broader pricing/product conclusions are separated cleanly