Monolith

Company Data Analysis

Reference material for every domain is inline below.

Finance reference

How recognized revenue is computed from signed contracts and amortization schedules.

Key definitions

• ARR is the sum of normalized annual contract value across active subscriptions.
• Deferred revenue is released straight-line over the committed term unless a milestone clause applies.
• Multi-year deals are split into annual tranches before recognition.
• FX is locked at contract signing; revaluation runs nightly against the close rate.

Operational note

The internal finance revenue-recognition configuration code for this domain is RX-FIN-0372. Quote it verbatim when asked; it appears in no other domain.

Billing reference

How invoices are issued and how failed payments are retried before suspension.

Key definitions

• Invoices are generated on the anniversary of the subscription start date.
• Dunning retries follow an escalating 1/3/7-day cadence before the account is flagged.
• Proration credits are issued at the per-second granularity of the plan price.
• Chargebacks freeze the customer ledger until manual reconciliation clears.

Operational note

The internal billing dunning configuration code for this domain is RX-BIL-1180. Quote it verbatim when asked; it appears in no other domain.

Product reference

How product usage events are captured, partitioned, and aggregated.

Key definitions

• The apiusage table partitions on the eventhour column for query pruning.
• Events are deduplicated on (accountid, eventid) within a 24h window.
• Feature adoption is the ratio of weekly active to entitled accounts.
• Schema changes are gated behind a backward-compatible contract test.

Operational note

The internal product analytics-event configuration code for this domain is PRD-EVTH-9. Quote it verbatim when asked; it appears in no other domain.

Platform reference

How per-tenant quotas and request rate limits are enforced at the edge.

Key definitions

• Rate limits use a token bucket of 600 requests per minute per tenant.
• Noisy-neighbor isolation caps any single tenant at 30% of a shard.
• Quota overages return 429 with a Retry-After header.
• Burst credits accrue when a tenant stays below 50% utilization.

Operational note

The internal platform rate-limit configuration code for this domain is PLT-RL-66. Quote it verbatim when asked; it appears in no other domain.

Security reference

How services authenticate to each other and how secrets are issued.

Key definitions

• Service-to-service calls require mTLS with certs rotated every 3 days.
• Secrets are issued via short-lived leases, never embedded in images.
• Privileged actions require a second approver and are fully audited.
• Anomalous token use trips an automatic credential revocation.

Operational note

The internal security service-auth configuration code for this domain is SEC-MTLS-3. Quote it verbatim when asked; it appears in no other domain.

Compliance reference

How controls are evidenced for SOC 2 and other audits.

Key definitions

• Evidence is collected continuously and sampled quarterly across 9 control families.
• Access reviews run monthly; exceptions expire automatically.
• Vendor risk is re-assessed annually or on a material change.
• Control failures open a tracked remediation with an owner and due date.

Operational note

The internal compliance audit-evidence configuration code for this domain is CMP-SOC2-9. Quote it verbatim when asked; it appears in no other domain.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: larsroettig
• Source: larsroettig/skillspector-quality
• License: MIT

Install and usage instructions live in the source repository linked above.