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Paid Media Financial Model — measured AI agent skill | DecimalAI

agricidaniel/ads-math

SkillScore77Maintained

Calculate and model paid-media CPA, CPL, CPC, CPM, ROAS, MER, break-even targets, contribution margin, LTV:CAC, impression-share opportunity, budgets, forecasts, and experiment economics. Use for PPC math, ad calculator, break-even analysis, ROAS calculator, CPA calculator, budget forecast, LTV CAC, or MER.

marketingby agricidaniel

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Marketing & Content pack

decimalai skills pull agricidaniel-ads-math

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/agricidaniel-ads-math/SKILL.md

Raw file: /s/agricidaniel-ads-math/SKILL.md ↗ · machine-readable summary at /s/agricidaniel-ads-math.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 5h ago

Yes — +23% lift · at higher cost+39% tokens0% turns77% of whole cases pass with skill (17/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-07	✗→✓	▲ Improved	-25%	0%
case-09	✗→✓	▲ Improved	46%	0%
case-12	✗→✓	▲ Improved	7%	0%
case-13	✗→✓	▲ Improved	29%	0%
case-19	✗→✓	▲ Improved	51%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

agricidaniel / claude-ads

skills/ads-math/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Paid Media Financial Model

Identify the decision and collect units, currency, period, tax/refund treatment,

margin, attribution basis, and uncertainty.

Show the formula and map every input to an operator value or cited artifact.
Validate denominators, sign, missing values, incompatible windows, and unit

conversions.

Calculate base, downside, and upside cases where uncertainty affects the decision.
Keep platform-attributed revenue, blended business revenue, cash flow, and

contribution margin distinct.

Return machine-readable inputs, formulas, outputs, sensitivities, and decision

implications.

Never fabricate missing financial inputs, hide division-by-zero, or present a point forecast without its assumptions.

Want to see if agricidaniel/ads-math would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.

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agricidaniel/ads-math

SkillSafety

Source

Paid Media Financial Model

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