{"slug":"aaron-he-zhu-bid-strategy-planner","source_name":"aaron-he-zhu/bid-strategy-planner","name":"Aaron He Zhu/Bid Strategy Planner","description":"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","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":72.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-13T06:46:49.452931+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":90.9,"without_pass_pct":27.3,"tokens_delta_pct":72.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-13T06:46:49.452931+00:00","run_id":"ec35f9c5-6323-411d-b3d4-03a4b523b532","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"7183ca1d1618a2d6f6f8d10aea109a3d7f22c3c1023b55dac1b0fc11b851fcfe","raw_url":"https://app.decimal.ai/s/aaron-he-zhu-bid-strategy-planner/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aaron-he-zhu-bid-strategy-planner"}