awslabs

183 mods across 25 repositories, 23k stars between them.

amazon aurora dsql

01

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 199 tokens original Apache-2.0

aurora dsql

02

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 198 tokens copy · 100% Apache-2.0

aws dsql

03

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 197 tokens copy · 98% Apache-2.0

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 196 tokens copy · 98% Apache-2.0

distributed sql

05

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 196 tokens copy · 98% Apache-2.0

dsql

06

awslabs/mcp

Skill Claude CodeCodex

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry…

9.6k 4d ago A 196 tokens copy · 100% Apache-2.0

aurora-dsql

07

awslabs/mcp

MCP server Claude CodeCodexCursor +2

MCP server "aurora-dsql" as configured in awslabs/mcp. Runs locally from the awslabs.aurora-dsql-mcp-server@latest Python package. Needs 1 environment variable to run.

9.6k 4d ago A tokens not measured original Apache-2.0

awsknowledge

08

awslabs/mcp

MCP server Claude CodeCodexCursor +2

MCP server "awsknowledge", hosted remotely at knowledge-mcp.global.api.aws, as configured in awslabs/mcp.

9.6k 4d ago A tokens not measured original Apache-2.0

awslabs/mcp

Skill Claude CodeCodex

Investigate Bedrock AgentCore runtime sessions via CloudWatch Logs Insights — resolve session/trace IDs, query OTEL spans, filter noise, build timelines. Use when debugging AgentCore agent sessions, tracing tool calls, or analyzing latency.

9.6k 4d ago A 52 tokens original Apache-2.0

aidlc-workflows

10

awslabs/aidlc-workflows

Settings file Claude Code

AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents.

4.2k 2d ago A tokens not measured MIT-0

awslabs/aidlc-workflows

Instructions file CodexOpenCode

AGENTS.md instructions for awslabs/aidlc-workflows, covering agents.md, project overview, repository structure, key documentation and setup commands.

4.2k 2d ago A 2,052 tokens MIT-0

agent

12

awslabs/agentcore-samples

Cursor rule

You are a coding agent running on AWS Bedrock AgentCore. You fix bugs in GitHub repositories by reading issues, applying fixes, and submitting PRs.

3.3k 3d ago A 297 tokens original Apache-2.0

benefits-advisor

13

awslabs/agentcore-samples

Skill Claude CodeCodex

Explain an Acme employee benefit, including eligibility, employee cost, coverage, and key details.

3.3k 3d ago A 23 tokens original Apache-2.0

pto-planning

14

awslabs/agentcore-samples

Skill Claude CodeCodex

Check an employee's PTO balance and policy, then plan or submit a time-off request.

3.3k 3d ago A 21 tokens original Apache-2.0

pdf

15

awslabs/agentcore-samples

Skill Claude CodeCodex

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and…

3.3k 3d ago A 92 tokens copy · 89% Apache-2.0

awslabs/agentcore-samples

Skill Claude CodeCodex

Analyzes cost structure, cost efficiency, and expense management from P&L data. Use when the user asks about costs, expenses, COGS, operating expenses, cost ratios, cost control, spending efficiency, margin compression from cost side, or wants to understand where money is going. Also use for "are we spending too…

3.3k 3d ago A 98 tokens original Apache-2.0

awslabs/agentcore-samples

Skill Claude CodeCodex

Generates a concise executive-level financial briefing or summary suitable for a CEO, CFO, or board presentation. Use when the user asks for a summary, briefing, executive summary, board update, financial overview, financial health check, or "how is the business doing". Covers the full P&L picture in one page. Also…

3.3k 3d ago A 95 tokens original Apache-2.0

awslabs/agentcore-samples

Skill Claude CodeCodex

Analyzes financial trends across multiple quarters by comparing P&L metrics over time. Use when the user wants to see trends, patterns, trajectories, or directional movement across 3 or more quarters. Also use for "how are we trending", "show me the trend", "track performance over time", "quarter over quarter…

3.3k 3d ago A 82 tokens original Apache-2.0

awslabs/agentcore-samples

Skill Claude CodeCodex

Calculates quarterly financial KPIs from P&L data. P&L figures can be provided directly by the user or fetched from the financial data MCP server. Use when the user wants KPI calculations such as Gross Margin %, EBITDA Margin %, Operating Expense Ratio, or Revenue Growth % QoQ. Also use for quarterly performance…

3.3k 3d ago A 84 tokens original Apache-2.0

awslabs/agentcore-samples

Skill Claude CodeCodex

Deep-dives into revenue growth patterns, growth rates, and growth quality. Use when the user asks specifically about revenue growth, top-line performance, sales growth, revenue acceleration or deceleration, growth trajectory, or wants to understand what is driving revenue changes. NOT for cost or margin analysis …

3.3k 3d ago A 72 tokens original Apache-2.0

earnings-snapshot

21

awslabs/agentcore-samples

Skill Claude CodeCodex

Generate a concise earnings and fundamental snapshot for a stock, covering valuation, recent earnings news, and analyst positioning.

3.3k 3d ago A 26 tokens original Apache-2.0

portfolio-risk

22

awslabs/agentcore-samples

Skill Claude CodeCodex

Assess the risk profile of a set of stocks or a sector allocation, scoring concentration risk, volatility exposure, and overall risk tier.

3.3k 3d ago A 28 tokens original Apache-2.0

sector-rotation

23

awslabs/agentcore-samples

Skill Claude CodeCodex

Identify which market sectors to overweight or underweight based on current macro conditions and sector performance data.

3.3k 3d ago A 22 tokens original Apache-2.0

trend-analysis

24

awslabs/agentcore-samples

Skill Claude CodeCodex

Analyze price and volume trends for one or more stocks to determine momentum direction and key technical levels.

3.3k 3d ago A 21 tokens original Apache-2.0