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Add aidlc-lite skill: lightweight AI development lifecycle for AWS#115

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awslabs:mainfrom
ppgmdev:add-aidlc-lite-skill
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Add aidlc-lite skill: lightweight AI development lifecycle for AWS#115
ppgmdev wants to merge 1 commit into
awslabs:mainfrom
ppgmdev:add-aidlc-lite-skill

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@ppgmdev

@ppgmdev ppgmdev commented Jul 2, 2026

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Problem

Founders using AI coding tools either drown in heavyweight process frameworks that generate a dozen design docs before any code, or get confidently-wrong CDK/CloudFormation from stale LLM training data that fails at synth or deploy.

Solution

Adds aidlc-lite, a process skill that runs a four-phase collaborative build loop (understand → sketch → build → iterate). It keeps the align-before-building value of AI-DLC without the ceremony, and verifies IaC constructs against current AWS docs via the toolkit's awsiac/awsknowledge/awspricing MCPs before generating. Cross-references customer-ideation, iac-scaffold, cost-check, security-review, and challenger.

Resolves RFC #116.

Type of Change

  • New plugin/power/tool

Team Folder

  • advisor/
  • migrate/
  • Other: solution-architecture/

Checklist

  • I have read the CONTRIBUTING.md guidelines
  • My changes do not include hardcoded secrets, credentials, or internal-only content
  • I have run mise run build locally and it passes (fmt, markdownlint, frontmatter, semgrep, gitleaks, checkov, grype — all green)
  • I have updated documentation if needed
  • My changes are scoped to my team's folder only

A four-phase collaborative build loop (understand → sketch → build →
iterate) that keeps the align-before-building value of AI-DLC without the
heavyweight requirements/design/spec documents. Verifies IaC constructs
against current AWS docs via the awsiac/awsknowledge/awspricing MCPs
before generating, to avoid deprecated CDK/CloudFormation from stale
training data.

Resolves the challenge in RFC awslabs#114.
@ppgmdev ppgmdev requested a review from a team as a code owner July 2, 2026 23:52
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