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#

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 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