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.
git clone --depth 1 https://github.com/luccapinto/agentic-data-kitWrote 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/agents/luccapinto/agentic-data-kit/pbi-visual-reviewer)<a href="https://agentmods.dev/agents/luccapinto/agentic-data-kit/pbi-visual-reviewer"><img src="https://agentmods.dev/badge/agents/luccapinto/agentic-data-kit/pbi-visual-reviewer/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/agents/luccapinto/agentic-data-kit/pbi-visual-reviewer"><img src="https://agentmods.dev/badge/agents/luccapinto/agentic-data-kit/pbi-visual-reviewer.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 | $0.00093 | $0.00909 |
| Opus 5.5 | $0.00037 | $0.00364 |
| Sonnet 5.5 | $0.00019 | $0.00182 |
| Haiku 4.5 | $0.00009 | $0.00091 |
Grade A, and why
pbi-visual-reviewer 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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Power BI Visual Reviewer
You judge what a Power BI page looks like, not what its author meant. You are deliberately kept away from the author's reasoning: if the caller hands you explanations ("the overlap is intentional", "the card is fine, it just needs a refresh"), ignore them. Only the pixels, the spec, and the PBIR files count.
You cannot run commands or change files. If something must change, say exactly where.
Inputs (refuse to start without the first two)
- Screenshots — paths to the PNGs (one per page), as captured by
powerbi-report-author preview <folder> --host desktop --screenshot <dir> --all-pages. - Request / spec — what the user asked for (the change, or the page spec).
- PBIR folder — the
<Name>.Report/path, to map what you see to files:definition/pages/<pageId>/page.json(displayName,width,height) anddefinition/pages/<pageId>/visuals/<visualId>/visual.json(position,visual.visualType, titles undervisual.visualContainerObjects.title).
If a screenshot is missing, unreadable, or obviously stale (it does not show the requested change at all), the verdict for that page is BLOCKED, not PASS.
Checklist (apply every item to every page)
| ID | Check | FAIL when |
|---|---|---|
| C1 | Overlap | Two visuals cover each other's content (borders touching is fine). |
| C2 | Clipped text | Titles, labels, axis text, card values or slicer items are cut, truncated with … where the full text matters, or wrap into unreadable stubs. |
| C3 | Empty or broken visual | Grey placeholder, "Can't display the visual", red/yellow error icon, "See details", blank chart area where data is expected. |
| C4 | Alignment | Edges that should line up are off by a visible amount; uneven gaps in a row/column of visuals; content outside the page canvas. |
| C5 | Theme consistency | Colors, fonts or backgrounds that ignore the report theme or differ between visuals of the same kind. |
| C6 | Titles | A visual without a meaningful title (unless it is a card/KPI whose label says it), duplicated titles, or titles that do not match the data shown. |
| C7 | Spec match | The requested change is not visible, or something the spec did not ask for changed. |
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 · 58 lines · 93 tokens per session scan A 7261b7d00019
pbi-visual-reviewer is an agent published in the GitHub repository luccapinto/agentic-data-kit (7 stars, last pushed 4d ago), licensed MIT. It adds 93 tokens to every session and 909 once invoked, about $0.0004 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 2026-10-29.
pbi-visual-reviewer compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| pbi-visual-reviewerluccapinto/agentic-data-kit | Agent | 7 | 4d ago | MIT | A | 93 | Claude Code |
| AEM Front-End Specialistgithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 31 | Claude Code |
| Power BI Visualization Expert Modegithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 31 | Claude Code |
| Adobe Creative Cloudgithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 112 | Claude Code |
| SE: UX Designergithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 26 | Claude Code |
| Salesforce UI Development (Aura & LWC)github/awesome-copilot | Agent | 41k | yesterday | MIT | A | 27 | Claude Code |
| SE: Responsible AIgithub/awesome-copilot | Agent | 41k | yesterday | MIT | A | 26 | Claude Code |