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SKILL.md

bid-strategy-planner

Agent skill fromaaron-he-zhu/aaron-marketing-skills

Use when the user asks to "pick a bid strategy", "set a tCPA/tROAS target", or "plan the learning-phase entry"; produces a bid-strategy choice (tCPA / tROAS / max-conversions / manual CPC), the starting target math, a portfolio grouping map, and a learning-phase entry plan. Not for splitting the budget across campaigns — use budget-optimizer; not for in-flight pacing/scale moves — use budget-pacing-monitor; not for scoring the account — use ad-account-auditor. 出价策略/tCPA目标/tROAS/学习期

How to install bid-strategy-planner

install bid-strategy-planner
# install the aaron-marketing-skills pack with the skills CLI
npx skills add aaron-he-zhu/aaron-marketing-skills

# or add only this skill to Claude Code: copy the folder

ad/orchestrate/bid-strategy-planner/

# into

~/.claude/skills/bid-strategy-planner/ (all projects)

.claude/skills/bid-strategy-planner/ (one project)

ad/orchestrate/bid-strategy-planner/SKILL.md

Apache-2.0Full file
1# Bid Strategy Planner
2
3Chooses the bid strategy for a paid campaign — tCPA, tROAS, max-conversions, or manual CPC — sets the starting target from the account's own conversion history, groups campaigns into a bid portfolio, and lays out a learning-phase entry plan. This is the plan skill that sets the ROAS **S (Spend-efficiency)** bidding lever; it does not allocate the budget (`budget-optimizer`), does not adjust pacing in-flight (`budget-pacing-monitor`), and does not score the account or run the vetoes (`ad-account-auditor`).
4
5## Quick Start
6
7```
8Pick a bid strategy for [campaign]: DR goal, past 30 days $42 CPA at 90 conversions/mo
9```
10
11```
12Set a starting tROAS target for [campaign] — history is 3.8x ROAS, goal is 4.5x
13```
14
15```
16Group these 4 search campaigns into a bid portfolio and plan the learning-phase entry
17```
18
19Output: a named bid strategy with rationale, the starting target and how it was derived (labeled Measured / User-provided / Estimated), a portfolio grouping map, and a learning-phase entry/exit plan.
20
21## Skill Contract
22
23- **Reads**: ROAS profile (`direct-response|prospecting|incremental-profit`), conversion history (CPA / ROAS + conversion volume from the user's own GA4/ecommerce export), current bid strategy if restructuring, campaign set + budgets, and any minimum-daily-conversion or account-structure constraints. Connector data via `~~web analytics` / `~~ecommerce` (own-data manual export) when available.
24…

Excerpt shown under the repository's Apache-2.0 license.

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