Creator Commerce Context
Turn messy creator, product, campaign, and store information into a structured context pack that downstream ecommerce skills can actually use.
Use this skill when a user has fragmented information about a creator program, TikTok Shop campaign, product launch, affiliate push, or DTC promotion and needs it normalized into a reusable operating context. This is useful before scripting, offer design, creator briefing, landing page review, or performance analysis.
Use when
- The user has scattered notes about creators, products, offers, campaign goals, and channels
- A downstream skill needs cleaner context before it can give quality output
- The team needs a single structured brief from messy raw information
- You want to reduce repeated back-and-forth questions across ecommerce tasks
- You need a reusable operating context for multiple creator or affiliate workflows
Do not use when
- The user only wants one direct answer and no reusable context pack
- The input is already clean, structured, and complete
- The task requires market research rather than information normalization
Inputs to gather
- Brand / store name
- Product name and core category
- Price point and offer structure
- Target audience or customer profile
- Primary sales channel: TikTok Shop / Shopify / Amazon / live selling / DTC site
- Creator type: affiliate / UGC / ambassador / live seller / paid influencer
- Campaign objective: awareness / traffic / conversion / retention / testing
- Constraints: budget, timeline, compliance, claims, usage rights, inventory, geo
- Existing assets: PDP, landing page, scripts, reviews, briefs, analytics, creator roster
- Known risks or open questions
Workflow
- Extract raw facts from the user's messy notes
- Separate confirmed facts from assumptions and missing pieces
- Group the information into a stable ecommerce operating context
- Highlight what matters most for downstream creative, offer, or creator tasks
- Produce a compact context pack that another skill can immediately consume
Output requirements
Return a context pack with these sections:
- Business snapshot
- Product / offer snapshot
- Customer and creator profile
- Channel and campaign objective
- Constraints and risks
- Missing information
- Recommended downstream next skills or next actions
Quality bar
- Structured but not bloated
- Clearly distinguishes facts vs assumptions
- Useful for real creator / affiliate / ecommerce workflows
- Designed to feed other skills cleanly
- Avoids filler strategy language
Example prompts
- Turn these messy TikTok Shop campaign notes into a reusable creator commerce context
- Normalize this affiliate brief, product info, and creator roster into one context pack
- Build a clean operating context before we write scripts and offers for this product launch
- Summarize this product, audience, and creator program into a brief other skills can use