Agent skill · Workflow & Productivity

bid-strategy-planner

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

aaron-he-zhugithub.com/aaron-he-zhuGitHub ↗
claude-codeApache-2.0
Install
npx skills add aaron-he-zhu/aaron-marketing-skills --skill bid-strategy-planner --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 10 KB
Bundled scripts: none
Version: 19.1.0
Requires: Claude Code and compatible agent-skill hosts
Path: ad/orchestrate/bid-strategy-planner/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 2,508
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Bid Strategy Planner Chooses 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`). ## Quick Start ``` Pick a bid strategy for [campaign]: DR goal, past 30 days $42 CPA at 90 conversions/mo ``` ``` Set a starting tROAS target for [campaign] — history is 3.8x ROAS, goal is 4.5x ``` ``` Group these 4 search campaigns into a bid portfolio and plan the learning-phase entry ``` Output: 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. ## Skill Contract - **Reads**: ROAS profile (`direct-response|prospecting|incremental-profit`), conversion history (CPA / ROAS + conversion volume from the user's own GA4/eco

What's inside
Steps it walks through
  1. Quick Start
  2. Skill Contract
  3. Handoff Summary
  4. Data Sources
  5. Instructions
  6. Decision Gate
  7. Save Results
  8. Reference Materials
  9. Next Best Skill
Ships with 1 file
  • references/bid-strategy-matrix.md
More from aaron-marketing-skills
All skills →
About this skill
What does the bid-strategy-planner skill do?

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 do I install it?

Run `npx skills add aaron-he-zhu/aaron-marketing-skills --skill bid-strategy-planner --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From aaron-he-zhu/aaron-marketing-skills, a repository with 2,508 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going