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 workflowsDo 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 normalizationInputs 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 questionsWorkflow
1. Extract raw facts from the user's messy notes
2. Separate confirmed facts from assumptions and missing pieces
3. Group the information into a stable ecommerce operating context
4. Highlight what matters most for downstream creative, offer, or creator tasks
5. Produce a compact context pack that another skill can immediately consume
Output requirements
Return a context pack with these sections:
1. Business snapshot
2. Product / offer snapshot
3. Customer and creator profile
4. Channel and campaign objective
5. Constraints and risks
6. Missing information
7. 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 languageExample 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
