Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sam-bootstrapgit clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kitWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/aws-sam-bootstrap)<a href="https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/aws-sam-bootstrap"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/aws-sam-bootstrap/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/aws-sam-bootstrap"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/aws-sam-bootstrap.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00094 | $0.00858 |
| Opus 5.5 | $0.00038 | $0.00343 |
| Sonnet 5.5 | $0.00019 | $0.00172 |
| Haiku 4.5 | $0.00009 | $0.00086 |
Grade A, and why
aws-sam-bootstrap scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 102 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AWS SAM Bootstrap
Overview
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.
When to Use
- User needs to start a new AWS SAM project (
sam init,sam deploy) - User wants to migrate existing Lambda functions or CloudFormation resources to SAM templates
- User asks about SAM CLI commands (
sam init,sam build,sam local invoke,sam deploy) - User needs to create or update
template.yamlorsamconfig.tomlfor serverless deployments - User wants to configure local testing with
sam local invokefor Lambda functions
Instructions
1) Classify Scenario
- New project: no Lambda structure exists. Run
sam initto scaffold. - Existing project migration: Lambda/CloudFormation resources exist. Create
template.yamlmanually.
2) Select Runtime and Package Type
Use current non-deprecated runtimes. Package type: Zip (default) or Image (container/native deps).
3) Bootstrap New Projects
sam init
sam build
sam local invoke <LogicalFunctionId> -e events/event.json
sam deploy --guided
4) Bootstrap Existing Projects
- Inspect current Lambda handlers, runtime, and dependency layout
- Create
template.yamlwithTransform: AWS::Serverless-2016-10-31 - Map existing resources to
AWS::Serverless::Functionand related SAM resources - Create
samconfig.tomlwith deploy defaults and environment overrides - Add
events/event.jsonpayload samples for local invocation - Validate with
sam validateandsam buildbefore deploy
5) Required Artifacts
.
├── template.yaml
├── samconfig.toml
└── events/
└── event.json
See reference templates: examples.md, migration-checklist.md
6) Validation Checklist
sam validatesucceedssam buildsucceedstemplate.yamlhas correct logical IDs and handlerssamconfig.tomlcontains deploy parameters for target environments
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 102 lines · 94 tokens per session scan A ee9f7fd73c9d
aws-sam-bootstrap is a skill published in the GitHub repository giuseppe-trisciuoglio/developer-kit (360 stars, last pushed 1mo ago), licensed MIT. It adds 94 tokens to every session and 858 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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