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 taosdata/agent-skills --skill idmp-dashboardgit clone --depth 1 https://github.com/taosdata/agent-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/taosdata/agent-skills/idmp-dashboard)<a href="https://agentmods.dev/skills/taosdata/agent-skills/idmp-dashboard"><img src="https://agentmods.dev/badge/skills/taosdata/agent-skills/idmp-dashboard/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/taosdata/agent-skills/idmp-dashboard"><img src="https://agentmods.dev/badge/skills/taosdata/agent-skills/idmp-dashboard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00034 | $0.01412 |
| Opus 5 | $0.00017 | $0.00706 |
| Sonnet 5 | $0.00007 | $0.00282 |
| Haiku 4.5 | $0.00003 | $0.00141 |
Grade A, and why
idmp-dashboard 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 9d 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 — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
dashboard
Read ../idmp-shared/SKILL.md first.
Before any write: Follow the 🛑 Destructive op confirmation protocol. Read-only commands stay read-only here, but delete / write / patch flows still require the shared yes-gate.
Recommended shortcuts
| Shortcut | Purpose |
|---|---|
+list |
List dashboards under one element. |
+search |
Search dashboards globally. |
+templates |
List dashboard templates available to one element. |
Recommended reference
Missing context to resolve first
| Context | Why it must be resolved before create or update |
|---|---|
| Owner element | You need the final elementId before you can list, get, create, reorder, or template dashboards. |
| Candidate dashboard name | dashboard.dashboards.new-name requires both elementId and a proposed name. |
| Panel placement plan | Decide which panel IDs should appear in the dashboard and whether panel creation must happen first. |
| Refresh owner | Dashboard refresh belongs in dashboard.params, so you need to know whether the dashboard shell owns refresh behavior. |
| Verification target | Decide whether the final proof is layout readback, panel membership, ordering, template readiness, or all of them. |
Constrained live behaviors
dashboard.dashboards.new-namerequires a candidatename; do not call it with only the owner scope.refreshIntervalbelongs indashboard.params, not in a top-level field.- Creating a panel does not add it to a dashboard automatically; dashboard membership is a separate update path.
make-toponly changes ordering. It does not replace layout edits or dashboard content updates.- Deleting or editing a dashboard does not delete the underlying panels by itself.
- Removing a panel from a dashboard must be verified by rereading the dashboard layout and the standalone panel inventory; a dashboard update does not delete the panel object.
- After membership changes, reread both the dashboard and the standalone panel inventory before you conclude the change is complete.
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.
- 9d ago First seen · 104 lines · 34 tokens per session scan A 72eb256767a1
idmp-dashboard is a skill published in the GitHub repository taosdata/agent-skills (3 stars, last pushed 2d ago), licensed MIT. It adds 34 tokens to every session and 1,412 once invoked, about $0.0002 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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