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-workflow-panel-buildgit 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-workflow-panel-build)<a href="https://agentmods.dev/skills/taosdata/agent-skills/idmp-workflow-panel-build"><img src="https://agentmods.dev/badge/skills/taosdata/agent-skills/idmp-workflow-panel-build/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-workflow-panel-build"><img src="https://agentmods.dev/badge/skills/taosdata/agent-skills/idmp-workflow-panel-build.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 | $0.00039 | $0.01410 |
| Opus 5 | $0.00019 | $0.00705 |
| Sonnet 5 | $0.00008 | $0.00282 |
| Haiku 4.5 | $0.00004 | $0.00141 |
Grade A, and why
idmp-workflow-panel-build 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 — 88 lines — stays where its author put it; the contents beside it link to each section on GitHub.
workflow: panel build
Read ../idmp-shared/SKILL.md first.
Recommended references
Missing context to resolve first
- Whether the request is natural-language friendly enough for AI-first panel drafting.
- Candidate panel name.
- Placement plan.
- AI create prompt seed.
idmp-cli ai create create-post --ack-risk --data '{"elementId":123,"prompt":"demo panel prompt","record":true}'idmp-cli panel panels new-name --params '{"elementId":123,"name":"demo-panel"}'- Candidate dashboard name.
idmp-cli dashboard dashboards new-name --params '{"elementId":123,"name":"demo-dashboard"}'- Hierarchy persistence plan.
- Whether the goal is leaf self, middle self, child aggregation, or a text/manual panel.
Constrained live behaviors
- Prefer AI draft-first create for natural-language panel requests:
POST /api/v1/ai/panels/createfirst, then persist the returned draft throughpanel.panels.create. panel verify createis the time-range-only validator and does not take owner--params.panel verify create-postvalidates advanced SQL entries.- Creating a panel does not place it into a dashboard.
panel.paramsowns the panel time range.dashboard.paramsowns dashboard refresh settings.- If generated SQL is empty, stop before persistence.
- Every advanced fallback must keep a valid
advancedQueryType. panel.panels.queryandpanel.panels.createuse the panel DTO shape.- Keep
checkedboolean anddimensionsas an array of strings. - Standard child-scope roundtrips can collapse back to self scope.
- Persist the advanced fallback only after reread shows
enableAdvanced=true; save that SQL withenableAdvanced=true. A verified advanced fallback still counts as first-attempt success for child-scope panel work. - Empty-body
400responses usually mean the payload shape is wrong. - AI panel drafts can include an
id; remove it before persistence. If the AI draft collapses child scope, loses required placement fields, or fails to persist, fall back to the existing structured workflow.
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 · 88 lines · 39 tokens per session scan A 0503e02847c2
idmp-workflow-panel-build is a skill published in the GitHub repository taosdata/agent-skills (3 stars, last pushed 2d ago), licensed MIT. It adds 39 tokens to every session and 1,410 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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