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Programmatic month end close

Skill scumunna/programmatic-skills/skills/programmatic-month-end-close

Run month-end close for programmatic media, including delivery and spend reconciliation, ad server versus DSP discrepancies, platform invoices, make-goods, accruals, billing codes, taxonomy checks, client evidence packs, and sign-off. Use when the user asks for billing close, invoice reconciliation, delivery close, accruals, make-goods, or finance handoff.From its SKILL.md

Install
npx -y skills add scumunna/programmatic-skills --skill programmatic-month-end-close

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SKILL.md

5.2 KB, ~1.1k tokens by cl100k_base, as published. Nobody here has run it

Programmatic month-end close

Month-end close is where campaign operations becomes finance evidence. The desk needs to prove what delivered, what spent, what should be billed, what differs across systems, and what needs a make-good or accrual. This skill gives the close process.

Use discrepancy-and-reconciliation for the measurement and ad server discrepancy method. Use this skill to run the full close calendar and handoff.

When to use this skill

  • Month-end or campaign-end delivery needs to be closed.
  • Platform spend, ad server delivery, client reporting, and invoices do not match.
  • A finance team needs billing evidence, accruals, make-good notes, or PO mapping.
  • A client asks for final delivery, overdelivery, underdelivery, or discrepancy explanation.
  • A platform invoice or credit needs review.

Close package

ComponentRequired evidence
Delivery exportPlatform and ad server delivery by campaign, line, placement, date
Spend exportMedia spend, fees where available, currency, tax or billing basis
Conversion exportIf billed or judged on outcomes, the agreed conversion source
Discrepancy logDifference by source, tolerance, root cause, action
Invoice or billing filePlatform invoice, DSP spend file, publisher invoice, or finance export
Taxonomy and PO mapCampaign code, cost center, PO, advertiser, market
Make-good or creditReason, amount, owner, approval, expected timing
AccrualAmount, rationale, source, finance owner
Sign-offOps, account, finance, and client owner where required

Close calendar

WindowWork
Last 3 business daysCheck pacing risk, taxonomy, PO mapping, invoice setup, and known discrepancies
Day 1 to 2 after closePull delivery, spend, conversion, and ad server exports
Day 2 to 4Reconcile platform, ad server, analytics, and invoice numbers
Day 4 to 5Resolve exceptions, document credits, prepare finance handoff
By client deadlineSend approved close pack or billing backup

Adjust the dates to the client and finance calendar, but do not remove the pre-close check.

Core process

  1. Freeze the close scope. Define the month, clients, advertisers, platforms, campaigns, currencies, time zones, and billing basis. Write whether the client bills on DSP spend, ad-server impressions, publisher invoices, or another source.
  2. Pull source exports. Pull platform delivery, ad server delivery, spend, conversion, invoice, and dashboard extracts using the same date range and time zone where possible.
  3. Validate taxonomy and billing keys. Campaign code, cost center, PO, market, advertiser, and platform keys must join. Missing keys are close blockers.
  4. Reconcile delivery and spend. Compare platform vs ad server, platform vs invoice, dashboard vs source, and currency conversions where applicable. Use tolerance bands from discrepancy-and-reconciliation.
  5. Classify exceptions. For each exception, mark timing lag, known discrepancy, invalid traffic, make-good, credit, setup error, missing invoice, platform issue, or data fault.
  6. Size financial impact. Convert exceptions into dollars, impressions, conversions, or credit amount. Finance needs numbers, not adjectives.
  7. Collect approvals. Ops confirms delivery evidence, measurement confirms numbers, account confirms client framing, finance confirms billing treatment.
  8. Archive the close pack. Store exports, reconciliation file, exception log, invoices, approvals, and client copy in the approved location.

Exception log template

Month-end exception
Client:
Advertiser:
Platform:
Campaign:
Source A:
Source B:
Metric:
Difference:
Tolerance:
Root cause:
Financial impact:
Action:
Owner:
Due:
Approval:

Decision rules

  • Do not send a client final delivery number that does not state its source.
  • Do not mix time zones inside one close pack without documenting it.
  • Do not net discrepancies away without keeping the line-level evidence.
  • Treat missing taxonomy or PO mapping as a close blocker, not an admin cleanup.
  • If a platform invoice disagrees materially with source delivery, hold the billing line until the exception is classified and approved.

Common pitfalls

  • Waiting until the first of the month to discover a missing PO or invalid taxonomy.
  • Reconciling dashboard numbers instead of source exports.
  • Forgetting currency, fees, tax, or time-zone differences.
  • Treating a make-good as a note instead of an approved finance action.
  • Losing the support case or incident evidence that explains an invoice exception.

Related artifacts

  • templates/ops/month-end-close-checklist.md
  • discrepancy-and-reconciliation
  • cross-platform-conversion-reconciliation
  • marketing-analytics-warehouse-and-dashboards
  • platform-support-escalation
  • month-end-close loop

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Gives 0 of the 12 instructions most finance skills give in ~1.1k tokens

Counted across 469 of the 469 authors here whose files we hold, read 2026-08-07

  • Extract date vendor amount and descriptionin 15 of 469, across 3 files
  • Scan folder for invoice filesin 14 of 469, across 2 files
  • Rename files to standard formatin 14 of 469, across 2 files
  • Show organization plan before movingin 14 of 469, across 2 files
  • Generate summary CSVin 14 of 469, across 2 files
  • Organize files by categoryin 13 of 469, across 1 file
  • Preserve original filesin 13 of 469, across 1 file
  • Flag files missing critical infoin 13 of 469, across 1 file
  • Produce the requested output filein 9 of 469, across 4 files
  • Build best, base, and worst case scenariosin 9 of 469, across 5 files
  • Implement backoff if rate limit errors occurin 8 of 469, across 3 files
  • Determine the weighted average cost of capitalin 8 of 469, across 4 files

Said here and by no other author read

  • freeze the close scope
  • pull source exports
  • validate taxonomy and billing keys
  • reconcile delivery and spend
  • classify exceptions
  • size financial impact

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.

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