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Budget and Bidding — measured AI agent skill | DecimalAI

agricidaniel/ads-budget

NewSkillScoreMaintained

Plan and review paid-media budgets, bidding, pacing, marginal return, forecasts, CPA, ROAS, MER, LTV:CAC, constraints, and allocation across supported platforms. Use for ad budget allocation, media budget, bidding strategy, scaling, spend pacing, budget forecast, ROAS target, or investment tradeoffs.

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-budget

Get this skill — curl · raw file

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

Raw file: /s/agricidaniel-ads-budget/SKILL.md ↗ · machine-readable summary at /s/agricidaniel-ads-budget.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 2h ago

Yes — +36% lift · at higher cost+58% tokens0% turns95% of whole cases pass with skill (21/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	46%	0%
case-02	✗→✓	▲ Improved	23%	0%
case-03	✗→✓	▲ Improved	29%	0%
case-05	✗→✓	▲ Improved	65%	0%
case-06	✗→✓	▲ Improved	386%	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-budget/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

Budget and Bidding

Establish objective, conversion value, gross margin, cash constraints, sales

capacity, attribution uncertainty, seasonality, and platform minimum evidence.

Normalize spend and outcomes to comparable windows and definitions.
Calculate break-even boundaries and show formulas, inputs, uncertainty, and

sensitivity cases.

Distinguish committed baseline, controlled experiments, and reserve capacity.
Compare hold, reallocate, scale, reduce, or experiment options using marginal

evidence rather than blended averages alone.

Return a decision-complete plan with platform/campaign amount, timing, owner,

guardrails, success measure, and rollback trigger.

Rules such as 70/20/10, fixed CPA multiples, fixed budget-to-CPA ratios, and fixed percentage scaling are optional heuristics, never universal authorization.

Want to see if agricidaniel/ads-budget 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-budget

SkillSafety

Source

Budget and Bidding

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