AI-DLC for Modernization Starter Packs is a collection of reusable project templates for applying an AI-driven development lifecycle to application modernization work. Each pack gives teams structured instructions, skills, and agent-tool configurations for use with several coding agents. The catalogue entries are components and tool registrations included in these packs.
This repository also configures its own agents. See what sample-ramp-aidlc-mod-starter-packs tells them →
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Best practices for building a Nova Sonic speech-to-speech voice agent on AWS. Covers (1) when to choose Nova Sonic over a STT→LLM→TTS pipeline, (2) voice-first system prompt design, (3) tool calling for voice, (4) conversation UX patterns (barge-in, confirmation, disfluencies), and (5) common pitfalls. TRIGGER when…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Optimize a Nova Sonic voice agent for low latency, cost, and reliability on AWS. Covers (1) measuring end-to-end and per-segment latency, (2) same-region deployment and network path tuning, (3) streaming inference and tool-call patterns that hide latency, (4) cost levers (provisioned vs on-demand, voice pricing), and…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Migrate any text-based agent to a Nova Sonic voice agent using Strands BidiAgent. Covers two layers: (1) Frontend — browser WebSocket client with Web Audio API for mic capture and audio playback, (2) Orchestrator — FastAPI + Strands BidiAgent server that takes the text agent's system prompt and tools and runs them as…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments running inside a container with up to 8 hr lifetimes. Applicable when workloads need strong isolation between tenants, isolated serverless compute, sandbox compute, or…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Authors and edits AWS Step Functions state machines: writes Amazon States Language (ASL) in JSONata, and chooses and structures state types (Task, Choice, Map, Parallel, Pass, Wait, Succeed, Fail). Covers ASL syntax, JSONata data transformation and variables, Retry/Catch error handling, service integrations (.sync…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Remediate security vulnerabilities in Node.js/npm projects — map a CVE to the offending package and fixed version, choose between a direct bump, a transitive-dependency override, or a code change, assess semver/breaking-change risk, update the lockfile, and verify the fix didn't break anything. Triggers on phrases…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Locate GitLab vulnerability reports and deliver remediations back to GitLab — branch/commit strategy, raising merge requests via glab CLI, the GitLab REST API, or a GitLab MCP, MR descriptions that carry the triage rationale, and optional write-back of dispositions (dismiss/comment findings). Triggers on phrases like…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Parse, normalize, group, and prioritize security findings from GitLab vulnerability reports (JSON), and produce evidence-backed dispositions (fix vs. justified false positive). Triggers on phrases like: vulnerability report, gl-dependency-scanning-report.json, gl-sast-report.json, GitLab security report, CVE, CVSS…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore (including the Harness managed agent loop). Use when invoking models, setting up Knowledge Bases, creating agents, applying guardrails, deploying…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Connects an existing AWS Lambda function to Amazon API Gateway by creating a REST or HTTP API with resource/method setup, Lambda proxy integration, permissions, and deployment. Always use this skill when connecting Lambda to API Gateway — it handles CORS, throttling, access logging, and production security hardening…
aws-samples/sample-ramp-aidlc-mod-starter-packs
Skill Claude Code ✓ vendor
Interpret production incident tickets and monitoring alerts, identify the affected application or business flow, retrieve and correlate evidence (logs, telemetry, source code context, configuration, deployment history, known issues), and produce an evidence-backed incident analysis: summary, probable root-cause…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: