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 dynamodb-toolbox-patternsgit 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/dynamodb-toolbox-patterns)<a href="https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/dynamodb-toolbox-patterns"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/dynamodb-toolbox-patterns/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/dynamodb-toolbox-patterns"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/dynamodb-toolbox-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk 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 | $0.00076 | $0.01776 |
| Opus 5 | $0.00038 | $0.00888 |
| Sonnet 5 | $0.00015 | $0.00355 |
| Haiku 4.5 | $0.00008 | $0.00178 |
Grade A, and why
dynamodb-toolbox-patterns 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 today.
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 — 192 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DynamoDB-Toolbox v2 Patterns (TypeScript)
Overview
This skill provides practical TypeScript patterns for using DynamoDB-Toolbox v2 with AWS SDK v3 DocumentClient. It focuses on type-safe schema modeling, .build() command usage, and production-ready single-table design.
When to Use
- Defining DynamoDB tables and entities with strict TypeScript inference
- Modeling schemas with
item,string,number,list,set,map, andrecord - Implementing
GetItem,PutItem,UpdateItem,DeleteItemvia.build() - Building query and scan access paths with primary keys and GSIs
- Handling batch and transactional operations
- Designing single-table systems with computed keys and entity patterns
Instructions
- Start from access patterns: identify read/write queries first, then design keys.
- Create table + entity boundaries: one table, multiple entities if using single-table design.
- Define schemas with constraints: apply
.key(),.required(),.default(),.transform(),.link(). - Use
.build()commands everywhere: avoid ad-hoc command construction for consistency and type safety. - Add query/index coverage: validate GSI/LSI paths for each required access pattern.
- Use batch/transactions intentionally: batch for throughput, transactions for atomicity.
- Keep items evolvable: use optional fields, defaults, and derived attributes for schema evolution.
Examples
Install and Setup
npm install dynamodb-toolbox @aws-sdk/client-dynamodb @aws-sdk/lib-dynamodb
import { DynamoDBClient } from '@aws-sdk/client-dynamodb';
import { DynamoDBDocumentClient } from '@aws-sdk/lib-dynamodb';
import { Table } from 'dynamodb-toolbox/table';
import { Entity } from 'dynamodb-toolbox/entity';
import { item, string, number, list, map } from 'dynamodb-toolbox/schema';
const client = new DynamoDBClient({ region: process.env.AWS_REGION ?? 'eu-west-1' });
const documentClient = DynamoDBDocumentClient.from(client);
export const AppTable = new Table({
name: 'app-single-table',
partitionKey: { name: 'PK', type: 'string' },
sortKey: { name: 'SK', type: 'string' },
indexes: {
byType: { type: 'global', partitionKey: { name: 'GSI1PK', type: 'string' }, sortKey: { name: 'GSI1SK', type: 'string' } }
},
documentClient
});
What ships with it
1 file 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.
- today First seen · 192 lines · 76 tokens per session scan A 24c978d56653
dynamodb-toolbox-patterns is a skill published in the GitHub repository giuseppe-trisciuoglio/developer-kit (343 stars, last pushed yesterday), licensed MIT. It adds 76 tokens to every session and 1,776 once invoked, about $0.0004 per session on Opus 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 2026-09-10.
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