aws-lambda-python-integration SKILL.md skillA
aws-lambda-python-integration from giuseppe-trisciuoglio/developer-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add giuseppe-trisciuoglio/developer-kit/aws-lambda-python-integration@git:20260324.a02e282Pins git:20260324.a02e282 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- giuseppe-trisciuoglio/developer-kit
- Path
plugins/developer-kit-python/skills/aws-lambda-python-integration/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260324.a02e282, committed Mar 24, 2026
- First version recorded
- Feb 15, 2026
- Size
- 9,837 bytes
- Repository stars
- 367
- License
- MIT
Provides AWS Lambda integration patterns for Python with cold start optimization. Use when deploying Python functions to AWS Lambda, choosing between AWS Chalice and raw Python approaches, optimizing cold starts, configuring API Gateway or ALB integration, or implementing serverless Python applications. Triggers include "create lambda python", "deploy python lambda", "chalice lambda aws", "python lambda cold start", "aws lambda python performance", "python serverless framework".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# AWS Lambda Python Integration Patterns for creating high-performance AWS Lambda functions in Python with optimized cold starts and clean architecture. ## Overview AWS Lambda Python integration with two approaches: **AWS Chalice** (full-featured framework) and **Raw Python** (minimal overhead). Both support API Gateway/ALB integration with production-ready configurations. ## When to Use Use this skill when: - Creating new Lambda functions in Python - Migrating existing Python applications to Lambda - Optimizing cold start performance for Python Lambda - Choosing between framework-based and minimal Python approaches - Configuring API Gateway or ALB integration - Setting up deployment pipelines for Python Lambda ## Instructions ### 1. Choose Your Approach | Approach | Cold Start | Best For | Complexity | |----------|------------|----------|------------| | AWS Chalice | < 200ms | REST APIs, rapid development, built-in routing | Low | | Raw Python | < 100ms | Simple handlers, maximum control, minimal dependencies | Low | ### 2. Project Structure #### AWS Chalice Structure ``` my-chalice-app/ ├── app.py # Main application with routes …
Read the whole file at its exact version.
How to install
mdr add giuseppe-trisciuoglio/developer-kit/aws-lambda-python-integration@sha256:a4613e4cd68f767fThe line at the top of this page pins the label git:20260324.a02e282, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_wwwltldvk4w2gogv)
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Versions
The registry has recorded 3 versions of this file, between Feb 15, 2026 and Mar 24, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260324.a02e282 latest | 2026-03-24 | a02e282 | 9,837 B | A | view · diff |
| git:20260223.c6d4db1 | 2026-02-23 | c6d4db1 | 9,651 B | A | view · diff |
| git:20260215.a18b120 | 2026-02-15 | a18b120 | 9,730 B | A | view |
Audit of the latest version
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- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
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- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
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- pass: No curl or wget piped into a shell
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Source
giuseppe-trisciuoglio/developer-kit · 367 stars · license MIT · pushed 2026-09-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wwwltldvk4w2gogv GET https://markdownregistry.com/api/v1/resolve?ref=giuseppe-trisciuoglio/developer-kit/aws-lambda-python-integration GET https://markdownregistry.com/api/v1/blob/a4613e4cd68f767fb0bcf233dcc7d2ddfc2be2196e676ef5713d843f2b28d97f
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