Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

AWS Bedrock AgentCore · majiayu000 | DecimalAI

agent toolingby majiayu000

AWS Bedrock AgentCore

majiayu000/aws-agentic-ai

Source majiayu000/claude-skill-registry ↗License MIT

AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services.

SkillScore82Maintained

Automatic

AI Engineer pack

Last verified 8/18/2026

What it changes

Passed 18 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill82%

Checks it passed that the model alone missed

Recommends monitoring credential usage using Amazon CloudWatch metrics
Recommends the full AWS MCP Server when uvx and credentials are present
Identifies 'aws bedrock-agentcore-control' as the CLI command namespace

and 3 more in the full report

6 fixed12 passed either way4 still failing0 broke

Pass-rate lift: +27 pp
Tokens: +40%
Agent turns: 0%
Response time: -30%

Model gemini-3.6-flashMeasured 8/18/2026v318 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/majiayu000-aws-agentic-ai/SKILL.md https://app.decimal.ai/s/majiayu000-aws-agentic-ai/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add majiayu000-aws-agentic-ai, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/majiayu000-aws-agentic-ai/ and pins it in .decimal/skills.lock

decimalai skills add majiayu000-aws-agentic-ai

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/majiayu000-aws-agentic-ai/SKILL.md https://app.decimal.ai/s/majiayu000-aws-agentic-ai/SKILL.md

Raw file: /s/majiayu000-aws-agentic-ai/SKILL.md ↗ · machine-readable summary at /s/majiayu000-aws-agentic-ai.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 6

Prompt

Which AWS CLI command prefix or service namespace is used to manage Bedrock AgentCore resources via command line?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies 'aws bedrock-agentcore-control' as the CLI command namespace	Missed	Passed

case-15 · gemini-3.6-flash · 8/18/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md108 linessingle file

AWS Bedrock AgentCore

AWS Bedrock AgentCore provides a complete platform for deploying and scaling AI agents with seven core services. This skill guides you through service selection, deployment patterns, and integration workflows using AWS CLI.

AWS Documentation Requirement

CRITICAL: This skill requires AWS MCP tools for accurate, up-to-date AWS information.

Before Answering AWS Questions

Always verify using AWS MCP tools (if available):
- mcp__aws-mcp__aws___search_documentation or mcp__*awsdocs*__aws___search_documentation - Search AWS docs
- mcp__aws-mcp__aws___read_documentation or mcp__*awsdocs*__aws___read_documentation - Read specific pages
- mcp__aws-mcp__aws___get_regional_availability - Check service availability
If AWS MCP tools are unavailable:
- Guide user to configure AWS MCP using the aws-mcp-setup skill (auto-loaded as dependency)
- Help determine which option fits their environment:
  - Has uvx + AWS credentials → Full AWS MCP Server
  - No Python/credentials → AWS Documentation MCP (no auth)
- If cannot determine → Ask user which option to use

When to Use This Skill

Use this skill when you need to:

Deploy REST APIs as MCP tools for AI agents (Gateway)
Execute agents in serverless runtime (Runtime)
Add conversation memory to agents (Memory)
Manage API credentials and authentication (Identity)
Enable agents to execute code securely (Code Interpreter)
Allow agents to interact with websites (Browser)
Monitor and trace agent performance (Observability)

Available Services

Service	Use For	Documentation
Gateway	Converting REST APIs to MCP tools	`services/gateway/README.md`
Runtime	Deploying and scaling agents	`services/runtime/README.md`
Memory	Managing conversation state	`services/memory/README.md`

Track record

Benchmark

18 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 1
Times used: 7

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/17/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

majiayu000 / claude-skill-registry

skills/agent/aws-agentic-ai-commandcodeai-agent-skills/SKILL.md

View on GitHub ↗

License MITImported 8/17/2026Version v3

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

sickn33/aws-agentic-aiAWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity, Code Interpreter, Browser, Observability, Agent Registry, or Evaluations. Covers agent deployment, MCP...Near-identical description+36 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

AWS Bedrock AgentCore

AWS Documentation Requirement

Before Answering AWS Questions

When to Use This Skill

Available Services

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills