chunking-strategy
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages…
Provides AWS SAM bootstrap patterns: generates `template.yaml` and `samconfig.toml` for new projects via `sam init`, creates SAM templates for existing Lambda/CloudFormation code migration, validates build/package/deploy workflows, and configures local testing with `sam local
Claude Code
$ npx -y skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrap --agent claude-code
Codex
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrap -a codex -y
Cursor
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrap -a cursor -y
Gemini CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrap -a gemini-cli -y
GitHub Copilot
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrap -a github-copilot -y
OpenCode
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrap -a opencode -y
Windsurf
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrap -a windsurf -y
name: aws-sam-bootstrap description: "Provides AWS SAM bootstrap patterns: generates `template.yaml` and `samconfig.toml` for new projects via `sam init`, creates SAM templates for existing Lambda/CloudFormation code migration, validates build/package/deploy workflows, and configures local testing with `sam local invoke`. Use when the user asks about SAM projects, `sam init`, `sam deploy`, serverless deployments, or needs to bootstrap/migrate Lambda functions with SAM templates." allowed-tools: Read, Write, Bash
Generates SAM project artifacts for greenfield and migration scenarios. Creates the minimum required files (`template.yaml`, `samconfig.toml`, `events/`), validates with `sam build`, and configures `sam deploy` workflows following AWS SAM conventions.
Use current non-deprecated runtimes. Package type: **Zip** (default) or **Image** (container/native deps).
sam init sam build sam local invoke <LogicalFunctionId> -e events/event.json sam deploy --guided
1. Inspect current Lambda handlers, runtime, and dependency layout 2. Create `template.yaml` with `Transform: AWS::Serverless-2016-10-31` 3. Map existing resources to `AWS::Serverless::Function` and related SAM resources 4. Create `samconfig.toml` with deploy defaults and environment overrides 5. Add `events/event.json` payload samples for local invocation 6. Validate with `sam validate` and `sam build` before deploy
.
├── template.yaml
├── samconfig.toml
└── events/
└── event.jsonSee reference templates: [examples.md](references/examples.md), [migration-checklist.md](references/migration-checklist.md)
sam init # Interactive scaffold sam build sam local invoke HelloFunction -e events/event.json sam deploy --guided
1. Detect handler/runtime → create `template.yaml` with SAM transform 2. Add `samconfig.toml` with `stack_name`, `capabilities`, `resolve_s3` 3. Add `events/event.json` → validate with `sam build`
Full templates in [references/examples.md](references/examples.md).
Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages…
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Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation…
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You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
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