Your tribal knowledge, finally put to work.
Skills are guided, multi-step automations for the Amazon Ads and Amazon Seller workflows your team runs repeatedly: AMC, Sponsored Products, DSP, listings, returns, Sales & Traffic, and SQP. Run them from chat, code, or a CLI. The heavy lifting is already encoded.
Start with the job your agent needs to run.
Each Skill packages the workflow, required context, output contract, and safety boundaries for a repeatable Amazon operation.
Amazon Ads Skills
Packaged agent workflows for Amazon Ads reporting, Sponsored Products and Brands analysis, DSP campaign creation, AMC, and budget control.
Create a DSP campaign
Launch an automated Amazon DSP campaign in the right order, with conversion tracking, tactic-specific ad groups, verification reads, and controlled activation.
Amazon Marketing Cloud
Ask in plain English — new-to-brand, ad frequency, customer lifetime value, off-Amazon conversions — and the skill picks from 50+ proven AMC playbooks, writes validated SQL, and returns privacy-safe answers or DSP-ready audiences.
Amazon Ads reporting
Translate familiar v3 report requests or an ad-hoc metric question into a validated Amazon Ads API v1 CreateReport request.
Sponsored Brands review
Turn Sponsored Brands campaign data into a defensible portfolio review covering efficiency, creative attention, and new-to-brand contribution.
Sponsored Products campaign audit
Find concentration, dead campaigns, low-activity campaigns, budget utilization problems, and structural patterns across a Sponsored Products portfolio.
Sponsored Products search terms
Generate and analyze a validated Sponsored Products search-term report, separating generic, branded, rising, negative, and product-targeting streams.
Budget pacing
Turn a monthly spend target, actuals, seasonality, efficiency, and exhaustion signals into a reproducible daily budget proposal.
Amazon Seller Skills
Repeatable agent workflows for listing quality, product creative, return diagnosis, Sales and Traffic analysis, and ASIN-level Search Query Performance.
Listing optimizer
Inspect catalog and listing state, ground recommendations in category rules, preview exact changes, and submit listing or A+ updates only after confirmation.
Product creative
Create, edit, and audit Amazon main, lifestyle, infographic, and detail images against current Seller Central rules before they reach a listing.
Refund and return monitor
Explain return volume, reasons, dispositions, concentration, listing-accuracy themes, and prior-period movement across FBA and merchant-fulfilled orders.
Sales and Traffic analyzer
Turn Business Reports data into portfolio and ASIN-level traffic, conversion, sales, trend, anomaly, and optional B2B analysis.
SQP ASIN n-gram analysis
Connect Search Query Performance share gaps to specific ASIN, content, price, shipping, and variation opportunities using query and n-gram evidence.
Real Amazon playbooks.
Packaged as runnable Skills.
Every Skill below maps to a real Amazon Ads or Amazon Seller workflow your team runs by hand today — built once, then run on demand.
Each Skill is a file-based workflow with triggers, guardrails, data-source rules, and handoff checks. Pick one, watch the run shape, then fork it for your account.
New-to-brand, reach, frequency, attribution, and audience building — grounded in 50+ AMC playbooks and Amazon's clean-room rules.
Mines Sponsored Products search terms through the Ads MCP, splitting branded, generic, PAT, negatives, and scale-worthy terms.
Builds v1 CreateReport JSON that reproduces familiar v3 Sponsored Products, Sponsored Brands, and Sponsored Display reports.
Creates Amazon DSP Performance+ or Brand+ campaigns with automated targeting, conversion tracking, verification reads, and activation order.
Audits Sponsored Products portfolio structure: budget concentration, dead campaigns, serving issues, auto/manual mix, and naming hygiene.
Reviews Sponsored Brands campaigns for efficiency, CTR, CPC, ACoS/ROAS, NTB share, placement or format splits, and next actions.
Audits and safely edits Seller listings and A+ Content through SP-API, with preview, explicit confirmation, and fresh submit keys.
Analyzes FBA and MFN returns by ASIN/SKU, reason, disposition, customer comments, return rate risk, and prior-period movement.
Analyzes Business Reports for sessions, page views, Buy Box percentage, unit session percentage, orders, sales, B2B share, and daily trends.
Turns ASIN-level Search Query Performance into SKU-specific SEO, PDP, price, shipping, variant, and opportunity-ranking recommendations.
Pick a real Skill.
Watch the workflow unfold.
Each run shows the steps the underlying package asks the agent to perform: confirm scope, inspect data, apply guardrails, then produce the reviewable output.
- ✓Real package names from Amazon Ads and Amazon Seller skills
- ✓Guardrails and validation steps shown before outputs
- ✓Forkable workflows for your own account rules
- ✓01 - Confirm AMC scopeProfile, region, instance, and advertiser type checked
- ✓02 - Retrieve playbook contextAMC audience and NTB patterns loaded
- ✓03 - Resolve datasetsAttributed events and DSP tables verified
- ✓04 - Draft SQLAudience logic generated with exclusion window
- ✓05 - Run privacy checksMinimum audience and PII guardrails documented
- ✓06 - Prepare activationReview checklist and delivery path queued
› What did Kuudo actually change about how you work? Be specific.
"Skills turn your team's tribal knowledge into something I can actually execute. The MCP reaches your data, Atlas hands me the playbook, and the Skill tells me how to apply it to this task — same structure, same thresholds, same edge-case handling, every run. Without it, every analysis I run is a hallucination waiting to happen. With it, I deliver the way you want."
The shortest path from generalist agentto dependable specialist.
Skills are reusable, file-based bundles of expertise: workflows, context, and best practices that load on demand.
Domain expertise, not generic answers
Encode workflows, definitions, and guardrails. The agent follows the playbook.
Write the rules once
No more pasting the same brief into every chat. Skills load when relevant.
Stack Skills into bigger workflows
Small Skills combine into complete operating motions.
Loaded only when needed
Get the right context without ballooning every prompt.
Start from the catalog, then bend it
Use verified Skills out of the box, or fork one.
Tribal knowledge, finally portable
Your senior operator's playbook becomes a Skill anyone can run.
Built on the open Agent Skills standard — so your Skills run anywhere, not just here.
A Kuudo Skill is a SKILL.md folder — the open Agent Skills format Anthropic released to the industry, and that Claude Code, Cursor, Codex, Goose, and a growing list of agents all read. We build to the spec, follow its authoring best practices, and eval every Skill before it ships.
SKILL.md folder built to the published spec. Read it, diff it, fork it, take it with you.MCP — the wiring underneath
Every Skill is composed from MCP tools. That's how a single amc.build_audience step can talk to AWS, your DSP, and your own warehouse.
See how MCP worksAmazon Agent Flow
Your private agent data layer for Amazon. Connect your AI agents to act on your data safely and securely.
Explore Agent FlowAuthor a custom Skill
Compose steps from any MCP tool, define inputs, add approval gates, version it, and publish to your team workspace.
Read the Skill SDK docsGuides
How teams are building and running Skills — from AMC audiences to fulfillment audits.
Field notes from teams running Skills through Claude, ChatGPT, Cursor, n8n, and any MCP runtime — what's working, what to watch for, what to skip.
Validate AMC SQL in the Sandbox First
Validate AMC SQL syntax, joins, and output shape in the sandbox before confirming real identifiers and runtime on a short production window.
Fix AMC SQL Query Performance Before Timeout
Fix slow AMC SQL with early filters, smaller CTEs, safer joins, correct random sampling, and a staged timeout recovery test.
Automate Vendor Listing Quality at Catalog Scale
Vendor listing quality stalls on judgment, not mechanics. See how an agent resolves per-product-type schemas and writes through the Listings APIs.
Frequently asked questions
Common questions.
What is a Skill?
How is a Skill different from just prompting the agent?
Which workflows are covered?
Where do Skills run?
Can a Skill make changes without approval?
Are Skills versioned?
Bring your Amazon workflow into the private beta.
Tell us what you want your agent to run. We'll help determine the right Kuudo setup and walk you through the next step.