AWS Lambda — Python Integration

Trust Score 85/100

Patterns and examples to build, optimize, and deploy Python AWS Lambda functions with a focus on cold-start performance and clean project structure.

triggers:create lambda pythondeploy python lambdapython lambda cold startchalice lambda awsaws lambda python performance

GitHub SKILL.md

What it does

Provides concrete patterns and examples for building Python-based AWS Lambda functions. Covers both framework-based (AWS Chalice) and minimal raw-Python handlers, with practical advice for cold-start optimization, connection management, logging, error handling, and deployment using SAM/Serverless/Chalice.

When to use it

Use this skill when creating new Python Lambdas, migrating apps to Lambda, troubleshooting slow cold starts, or configuring API Gateway/ALB integrations and CI/CD deployments. Triggers include deploying a Python lambda, optimizing cold starts, or choosing between Chalice and raw handlers.

What's included

Scripts: none bundled in SKILL.md (has_scripts=false)
References: includes references/ with implementation guides and testing/deployment docs (has_references=true)
Instructions: project structure examples for Chalice and raw Python, code snippets for handlers, deployment YAML examples for SAM/Serverless, and best-practice checklists for memory/timeouts, dependencies, and security.

Compatible agents

Best suited for agents that operate on developer repositories and CI workflows (e.g., Claude Code, GitHub CLI automation agents, Copilot-style automation) that can read repo files and suggest edits or generate deployment configs.

Audit Summary

Well-structured skill covering AWS Lambda Python integration with two approaches (Chalice and raw Python). Includes cold-start optimization patterns, deployment examples (Serverless, SAM, Chalice), and references to detailed guides. No scripts bundled — purely instructional SKILL.md. Clear triggers, good examples, practical best practices.

Watch Out

References point to GitHub files that may change or become unavailable

Notes

No scripts to execute. SKILL.md is clean and well-organized. Security considerations section properly advises least-privilege IAM and no hardcoded credentials.

Information

Repository: developer-kit
Stars: 269

Trust Score

Overall85

Security95

Code Quality78

Architecture72

Usefulness72

Related Skills

Extract Circuit Netlist Edge Features

Extract structured edge features from a bipartite circuit netlist (NetworkX MultiGraph), normalizing device/net ordering, mapping terminal colors, and detecting

Monad Development

Practical developer skill for deploying and verifying smart contracts, configuring Foundry projects, and integrating frontends (viem/wagmi) on the Monad blockch

Sync Production Database to Development

Run a safe, scripted workflow to download production database dumps and restore them into a development environment (download-only and restore options).

Markdrop

Convert PDFs to structured Markdown or interactive HTML and generate AI-powered descriptions for images and tables using multiple LLM providers.

Sandbox0 Integration

Guidance and templates for integrating Sandbox0 sandboxing into AI agents — CLI/SDK patterns, templates, volumes, network policy, and deployment choices.

FastAPI Project Templates

Creates production-ready FastAPI project scaffolds with async patterns, DI, middleware, and testing best practices for high-performance APIs.

Unitree Robot Controller

Control and command Unitree robots (GO1/GO2/G1/H1) via OpenClaw: initialization, basic motion commands, and sensor integrations.

Alpha Forge Pre-Ship Quality Gates

Pre-merge quality gates for PRs that validate RNG determinism, forked URLs, runtime parameter ranges, and manifest synchronization to reduce review cycles.

Back to Skills