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 dembrandt/dembrandt-skills --skill coordinated-data-viewsgit clone --depth 1 https://github.com/dembrandt/dembrandt-skillsWrote 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/dembrandt/dembrandt-skills/coordinated-data-views)<a href="https://agentmods.dev/skills/dembrandt/dembrandt-skills/coordinated-data-views"><img src="https://agentmods.dev/badge/skills/dembrandt/dembrandt-skills/coordinated-data-views/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/dembrandt/dembrandt-skills/coordinated-data-views"><img src="https://agentmods.dev/badge/skills/dembrandt/dembrandt-skills/coordinated-data-views.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- 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 | $0.00076 | $0.01656 |
| Opus 5 | $0.00038 | $0.00828 |
| Sonnet 5 | $0.00015 | $0.00331 |
| Haiku 4.5 | $0.00008 | $0.00166 |
Grade A, and why
coordinated-data-views 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 12d 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 — 186 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Coordinated Data Views
Some data has more than one natural representation. A set of locations has both a map and a list. A dependency network has both a diagram and a node table. A dataset has both a chart and a raw table. When both representations are genuinely useful for different tasks, show them simultaneously and keep them synchronized — this is called a coordinated view.
The core rule: any selection or highlight made in one view is immediately reflected in the other.
When to Use Coordinated Views
Use coordinated views when:
- The two representations serve different tasks — the table is for finding/scanning; the visual view is for understanding arrangement or relationships
- Users will frequently move between the two — not just glance at one occasionally
- The dataset is large enough that the visual view alone doesn't identify individual items, and the table alone doesn't communicate how they relate
Do not add a coordinated view purely for visual richness. If users only ever look at the table and ignore the visual view, it adds complexity without benefit.
The Synchronized Selection Model
Selection state is owned by a single shared store, not by either view. Both views read from and write to the same state.
Table row clicked → shared highlight state updated → both views re-render
Visual element clicked → shared highlight state updated → both views re-render
What synchronization covers:
| Interaction | Effect in table | Effect in visual view |
|---|---|---|
| Click row | Row highlights | Corresponding element highlighted |
| Click visual element | Corresponding row highlighted, scrolled into view | Element highlighted |
| Hover row | Subtle row highlight | Subtle element highlight |
| Hover visual element | Subtle row highlight | Subtle element highlight |
| Clear selection | Row returns to default | Element returns to default |
Scroll-into-view: When a visual element is clicked, the table must scroll to bring the corresponding row into view. A row that is highlighted but off-screen is useless.
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.
- 12d ago First seen · 186 lines · 76 tokens per session scan A b6cf0d983f11
coordinated-data-views is a skill published in the GitHub repository dembrandt/dembrandt-skills (54 stars, last pushed yesterday), licensed MIT. It adds 76 tokens to every session and 1,656 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 2026-08-30.
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