analyzing-release-read…
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use…
AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost optimization, security, fundraising, go-to-market, and real-world startup case studies.
$ npx -y skills add aws/agent-toolkit-for-aws --skill knowledge-base-for-startups --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/knowledge-base-for-startupsContext preview
The summary Claude sees to decide when to auto-load this skill.
AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost optimization, security, fundraising, go-to-market, and real-world startup case studies.
name: knowledge-base-for-startups description: "AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost optimization, security, fundraising, go-to-market, and real-world startup case studies. Use when the user asks factual questions about AWS Activate (eligibility, credits, programs, providers), wants a sample architecture or solution guide, or needs an AWS-curated learn article on a specific startup topic. For copy-paste AI prompts (RAG chatbot, MVP scaffold, security baseline, GPU quota, etc.), see the prompt-library-for-startups skill. Do not use for: account-specific lookups (credits balance, Activate membership status, application status), real-time event listings beyond the events stub, or content not present in the bundled `references/` tree."
Reference content from [aws.amazon.com/startups](https://aws.amazon.com/startups) for AWS Activate programs, credits, partner offers, sample build architectures, and a large learn-article corpus covering technical guides, business strategy, and real-world case studies.
**Last updated:** 2026-09-09
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**New-to-AWS-Startups questions** → open [`references/home.md`](references/home.md) first. It's the landing-page overview: the Activate pitch, how to join, the top-level programs (credits, accelerators, solutions), and the ~350,000-startups context. Good starting point for broad "how does AWS help startups" questions.
Three files are indexes, not articles. They have a **Keywords column** — filter by keyword first, then open the linked detail file.
| File | Topic | | ---------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------- | | [references/faq.md](references/faq.md) | Comprehensive Activate FAQ — membership, Builder ID, credits, providers, AWS Startup Advisor, migration capability, offers, events, showcase, troubleshooting | | [references/credits.md](references/credits.md) | AWS Activate Credits — how to apply, eligibility, package tiers, terms | | [references/programs.md](references/programs.md) | AWS Startups programs — Accelerators and Lofts currently running | | [references/providers.md](references/providers.md) | AWS Activate Providers — accelerators, VCs, Provider Central, how to apply | | [references/contact-us.md](references/contact-us.md) | Support channels and the Ask AWS Startups assistant |
Two pages are deliberately minimal stubs. The live content (events, showcase directory) is location- and time-sensitive or is a large browseable catalog; a bundled snapshot goes stale fast. When these topics come up, answer with a short pointer phrase and the live URL:
This skill is **reference content only**. Two sibling skills cover adjacent jobs:
Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS services.
Repo: aws/agent-toolkit-for-aws
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