deep-research-orchestratorPlan and orchestrate deep research pipelines for multi-platform ads decision making across Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Am...
Install via ClawdBot CLI:
clawdbot install danyangliu-sandwichlab/deep-research-orchestratorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
An e-commerce brand needs to analyze competitor ad creative shifts on Meta and TikTok over the last quarter to identify emerging trends and optimize their own creative strategy. The skill will orchestrate research to gather evidence from platform data and competitor examples, synthesizing actionable plans for creative testing cadence.
A SaaS company seeks to reallocate its advertising budget across Google Ads and DSP/programmatic channels to improve ROAS and capture high-intent demand. The skill will decompose hypotheses on channel performance, evaluate evidence from internal tests and platform metrics, and provide risk-weighted recommendations with stop-loss conditions.
A consumer goods brand is launching a new product and needs a deep research plan to optimize ad campaigns on Amazon Ads and YouTube Ads for maximum conversion efficiency. The skill will define sources for demand-capture and intent analysis, synthesize strategic conclusions, and outline follow-up experiments for bidding and creative adjustments.
A mobile gaming studio wants to improve ROAS by testing broad vs. targeted audience strategies on Meta and TikTok Ads, with mixed initial evidence. The skill will stress-test hypotheses, rank conclusions by confidence, and provide actionable next experiments for creative and frequency governance.
A direct-to-consumer brand requires a board-level strategic brief to decide on channel direction for the next quarter, with available budget increases. The skill will evaluate platform-level actions across Meta, Google, and TikTok, presenting scenario options with risk notes and a decision-ready summary.
Businesses offering recurring product deliveries or services, relying on ad campaigns to acquire and retain subscribers. This skill helps optimize CPA and ROAS across platforms like Meta and Amazon Ads by orchestrating research on creative testing and audience targeting.
Companies generating high-value leads through targeted ads on Google Ads and DSP/programmatic channels. The skill assists in deep research to capture query intent, evaluate evidence strength, and provide actionable plans for budget efficiency and conversion funnel optimization.
Platforms connecting buyers and sellers, using ads to drive traffic and transactions across multiple channels like Meta, TikTok, and YouTube. The skill orchestrates research workflows to synthesize platform-specific recommendations, focusing on creative cadence and audience control for growth decisions.
💬 Integration Tip
Integrate this skill with analytics tools and ad platforms to automate evidence collection, ensuring input contracts like research_question and hypothesis_set are clearly defined for actionable outputs.
Scored Apr 19, 2026
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