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Amazon Bedrock

aws/agent-toolkit-for-awsOfficial

This is the skill you want when you're building anything on Amazon Bedrock and need to navigate its five separate API endpoints without trial and error. It covers the full stack: invoking models with Converse API, setting up RAG with Knowledge Bases, building agents with action groups, deploying to AgentCore, and applying Guardrails for content filtering. The real value is in the reference files for prompt caching setup, quota health checks, model migration between Claude versions, and cost tracking. One thing worth knowing: it includes critical warnings about maxTokens defaults and Guardrails PII logging that can save you from production surprises. Works with the AWS MCP server or any agent with AWS CLI access.

skills.sh installs
9K
GitHub stars
3.4K
last updated
Aug 21, 2026
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Install

$ npx -y skills add aws/agent-toolkit-for-aws --skill amazon-bedrock --agent claude-code

Installs into .claude/skills of the current project.

Files

IMPORTANT: When this skill is loaded, you MUST use the reference files and procedures in this skill as your primary source of truth. Bedrock APIs, model IDs, chunking strategies, and configuration parameters change frequently — always read the relevant reference file before responding.

Guardrail — where this skill's own files live (MCP vs local install)

This skill can be loaded two ways, and they resolve the skill's own bundled files from different places. Determine how the skill was loaded before reading a reference or running a script:

  • Loaded through the AWS MCP retrieve_skill tool: The skill is not installed on the local filesystem. You MUST fetch each reference or script via retrieve_skill with the file parameter (e.g. file="references/managed-knowledge-bases-setup.md" or file="scripts/fetch_bedrock_agent.py"), and run the script from the returned content. Do NOT file_read these paths locally — they do not exist on disk.
  • Installed locally (e.g. .kiro/skills/amazon-bedrock/ or ~/.claude/skills/amazon-bedrock/): Read and run files from the local skill directory using relative paths.
SKILL.md on GitHub

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Details

Repository
github.com/aws/agent-toolkit-for-aws
Categories
Backend & APIs, AI & Agent Building, Debugging, Sales & Marketing, Cloud & Infrastructure, Finance & Trading
First seen
May 16, 2026

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