dw-data-access

dw-data-access is a skill for Claude Code from dynamicweb/skills. It costs 48 tokens per session (7,669 once invoked), scanned A, original, no licence file.

A guide to choosing data-access methods and handling cached data in Dynamicweb 10, a content-management and e-commerce platform.

In plain words
What is it for?
Use it when deciding between API and SQL access, planning cache invalidation, or checking Dynamicweb 10 SQL issues.
Why use it?
It helps avoid unsuitable use of APIs or SQL and common problems caused by outdated cached data or SQL-specific behaviour.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the dynamicweb-backend plugin — 11 skills shipped together , and of dynamicweb-frontend, dynamicweb-commerce, dynamicweb-presales

Good fit Use it when deciding between API and SQL access, planning cache invalidation, or checking Dynamicweb 10 SQL issues.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dynamicweb/skills/dw-data-access
Install

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.

Any agent
npx skills add dynamicweb/skills --skill dw-data-access
Clone the repo
git clone --depth 1 https://github.com/dynamicweb/skills

Made for: Claude Code.

Or install dynamicweb-backend, the plugin that ships this one along with the rest of its 11 skills.

Wrote 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.

agentmods badge for dw-data-access

README.md
[![agentmods](https://agentmods.dev/badge/skills/dynamicweb/skills/dw-data-access/github.svg)](https://agentmods.dev/skills/dynamicweb/skills/dw-data-access)
Your own site
<a href="https://agentmods.dev/skills/dynamicweb/skills/dw-data-access"><img src="https://agentmods.dev/badge/skills/dynamicweb/skills/dw-data-access/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.

agentmods 80×15 button for dw-data-access

Your own site · 80×15
<a href="https://agentmods.dev/skills/dynamicweb/skills/dw-data-access"><img src="https://agentmods.dev/badge/skills/dynamicweb/skills/dw-data-access.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 48 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,669 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00048 $0.07669
Opus 5.5 $0.00019 $0.03068
Sonnet 5.5 $0.00010 $0.01534
Haiku 4.5 $0.00005 $0.00767

Measured 24d ago against content hash d89acbbf1df5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dw-data-access 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 24d ago.

The scan reads SKILL.md. This mod also ships 11 executable files (scripts/Build-DwProductIndex.ps1, scripts/Copy-DwIntegrationJob.ps1, scripts/Invoke-DwAssortmentBuild.ps1, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/dw-data-access/SKILL.md · 391 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

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.

  1. 24d ago Changed · +6 lines d89acbbf1df5
  2. 25d ago Changed · +20 lines c93de00beb4d
  3. 26d ago Changed · -38 tokens per session f013910716e3
  4. 29d ago Changed · +20 lines 0f168e4736a9
  5. 1mo ago Changed · +48 lines 31007cc857bb
  6. 1mo ago Changed · +78 lines · +26 tokens per session 60dd181deb4f
  7. 1mo ago Changed · +18 lines 1e9834d8c3f3
  8. 1mo ago Changed · +8 lines dbb50cbe8686
  9. 1mo ago First seen · 193 lines · 60 tokens per session scan A a380c7eba0cf

Subscribe to this mod's changes

dw-data-access is a skill published in the GitHub repository dynamicweb/skills (4 stars, last pushed 3d ago), with no licence file. It adds 48 tokens to every session and 7,669 once invoked, about $0.0002 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 2026-08-31.

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