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affaan-m/finance-billing-ops

affaan-m

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.

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New~940
v1.1Saved May 11, 2026

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

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
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Overall Score

84/100

Grade

B

Good

Safety

90

Quality

82

Clarity

88

Completeness

76

Summary

A workflow skill for investigating billing, revenue, and product-billing-behavior truth at Earnings Confidence Corp (ECC). The skill guides operators through separating customer incidents from system-wide product truths, combining live billing data (Stripe), code inspection, and sales copy verification to diagnose pricing mismatches, duplicate charges, and team-billing implementation gaps.

Detected Capabilities

data querying and analysis (Stripe billing data)code inspection (billing, pricing, entitlement logic)cross-repository investigation (sibling repos)documentation and structured reportingcomparative research (competitor pricing)

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

duplicate charge diagnosisstripe sales snapshotteam billing code truthpricing model reality checkrevenue trend analysiscompetitor pricing comparison

Use Cases

  • Diagnose why a customer was charged twice and determine if it reflects a product bug or user action
  • Compare team-billing claims on the pricing page against what the entitlement code actually enforces
  • Investigate spikes in refund requests or failed checkouts to uncover checkout-flow or payment-processing issues
  • Reconcile competitor pricing claims with current market evidence for pricing model recommendations
  • Identify whether per-seat billing is a real product capability or only marketing language
  • Analyze MRR and active subscription trends to inform pricing or retention decisions

Quality Notes

  • Skill provides a clear decision-making framework that separates revenue facts from product behavior and customer impact — reducing the risk of conflating unrelated issues
  • Well-structured workflow progresses logically from data gathering to diagnosis to decision, making it easy for operators to follow systematically
  • Explicit guardrails prevent common mistakes (e.g., 'do not say per seat unless code enforces it') and show awareness of billing complexity
  • Skill correctly positions itself relative to related skills (customer-billing-ops, verification-loop, github-ops) — reduces scope confusion
  • Output format is well-defined and actionable, with clear sections that promote consistent investigation depth
  • Pitfalls section adds practical wisdom about common errors in billing diagnosis
  • The Verification section enables self-checking and reproducibility of conclusions
  • Skill is appropriately scoped to the ECC internal context — assumes familiarity with Stripe, team billing, and entitlement code; does not need extensive onboarding
Model: claude-haiku-4-5-20251001Analyzed: May 11, 2026

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Version History

v1.1

Content updated

2026-04-20

Latest
v1.0

No changelog

2026-04-12

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