Borrowing it
Nothing to install: this file belongs to Kemetra/Seshat-BI. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Kemetra/Seshat-BI/main/.claude/skills/dashboard-design/SKILL.mdgit clone --depth 1 https://github.com/Kemetra/Seshat-BIWrote 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/kemetra/seshat-bi/dashboard-design)<a href="https://agentmods.dev/skills/kemetra/seshat-bi/dashboard-design"><img src="https://agentmods.dev/badge/skills/kemetra/seshat-bi/dashboard-design/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/kemetra/seshat-bi/dashboard-design"><img src="https://agentmods.dev/badge/skills/kemetra/seshat-bi/dashboard-design.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 | $0.00177 | $0.04194 |
| Opus 5 | $0.00088 | $0.02097 |
| Sonnet 5 | $0.00035 | $0.00839 |
| Haiku 4.5 | $0.00018 | $0.00419 |
Grade A, and why
dashboard-design 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 10d 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 — 304 lines — stays where its author put it; the contents beside it link to each section on GitHub.
dashboard-design
Stage 6 of the Tower BI Readiness System, Dashboard Ready
(docs/readiness/dashboard-ready.md):
a report is designed AGAINST approved metric contracts -- never before them. This
skill is the agent VERB that runs that stage. It reads the approved metric
contracts (F009) and the governed PBIP model (F010), then authors a layout plan, a
visual list, and a visual->contract binding map so every visual traces to a
contract that already exists and is approved. It is the agent expression of roadmap
hard rule 5 ("no dashboard design before metric contracts") and hard rule 6 ("no
Power BI execution before semantic-model readiness").
This verb is the gated, contract-binding design step that the broader
powerbi-dashboard-design router (F011A, the visual-design FOUNDATION) hands the
"design a dashboard from approved contracts" intent to. The router carries the
design vocabulary (four surfaces, tokens, theme, blueprints, QA); this verb enforces
the gate and produces the binding map a human signs off.
Scope boundary (read first)
This skill AUTHORS design guidance and STOPS. Authoring is in-scope: a layout plan,
a visual list, a visual->contract binding map, and (optionally) a blank PBIR
scaffold a human fills -- no side effects, no DB/Desktop connection, the same
category as source-mapping authoring mappings/ and retail-build-warehouse
authoring warehouse/migrations/*.sql. EXECUTING the design -- generating the PBIR
report, publishing to a workspace, calling the Power BI execution adapter (official
Power BI MCP / connection; pbi-cli no longer preferred) -- is the deferred,
execution-only F016 adapter seam and is OUT of scope here. The skill authors, runs
static seshat check on any committed report text, and STOPS.
Hard gate (rule 5) -- verify BEFORE authoring anything
Before authoring ANY design, read the subject area's readiness status and verify
semantic_model_ready: pass. "Pass" means BOTH:
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.
- 10d ago First seen · 304 lines · 177 tokens per session scan A 54816482c6ce
dashboard-design is a skill published in the GitHub repository Kemetra/Seshat-BI (2 stars, last pushed yesterday), licensed Apache-2.0. It adds 177 tokens to every session and 4,194 once invoked, about $0.0009 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 2026-08-31.
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