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 naveedharri/benai-skills --skill marketing-os-dashboardgit clone --depth 1 https://github.com/naveedharri/benai-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/naveedharri/benai-skills/marketing-os-dashboard)<a href="https://agentmods.dev/skills/naveedharri/benai-skills/marketing-os-dashboard"><img src="https://agentmods.dev/badge/skills/naveedharri/benai-skills/marketing-os-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/naveedharri/benai-skills/marketing-os-dashboard"><img src="https://agentmods.dev/badge/skills/naveedharri/benai-skills/marketing-os-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 | $0.00212 | $0.03797 |
| Opus 5 | $0.00106 | $0.01899 |
| Sonnet 5 | $0.00042 | $0.00759 |
| Haiku 4.5 | $0.00021 | $0.00380 |
Grade C, and why
marketing-os-dashboard scanned grade C with 1 finding 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 7d 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.
Tells the agent never to refusehighAnti-refusal
Suppressing the ability to decline removes a core safety control; a later harmful request then succeeds.
Never refuse to run because `spec.md` is missing. It is an output of the first build, not a precondition for it. How it starts
The opening of the file, as written. The whole thing — 215 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Marketing OS Dashboard
Render the control center from the OS and deploy it.
This skill owns the dashboard end to end, and it ships the only copy of the shell. marketing-os-setup writes Analytics/dashboard/spec.md and then invokes this skill; it never builds the page itself. Works either way: invoked from setup, or run on its own against an OS that already exists.
Run from the OS root, then branch on what is there:
| State | Do |
|---|---|
No Context/config.md |
The OS is not set up. Point the user at marketing-os-setup and stop |
config.md but no Analytics/dashboard/spec.md |
First build. Run the interview below and write spec.md yourself |
config.md and spec.md, no control-center.html |
First build. Read spec.md for the answers, only ask what it does not cover |
| All three exist | Rebuild. Skip the interview entirely |
Never refuse to run because spec.md is missing. It is an output of the first build, not a precondition for it.
Stay inside that root. Read and write only within it. Do not list, glob or read elsewhere on the machine, and do not go looking for other vaults or example OS folders. If something outside the root would help, name the one path and ask. Start from zero on identity. Every name, org and handle comes from Context/config.md or from the user in this conversation. Never from your context, the system username, the cwd folder name, a git config, or a connected account, and never echoed back as "confirm this?". If config.md does not name it, you do not know it: say the key is empty rather than filling it.
The one rule
The shell is fixed. Only the data changes.
Read the OS, assemble the JSON, swap it into the inline block, deploy. Do not restructure the page, rename an element id, or change the CSS.
The exception is a first build, when Analytics/dashboard/control-center.html does not exist. Copy the bundled shell from assets/control-center.html and fill it.
A genuine layout change is deliberate and ordered, never a side effect of a rebuild:
What ships with it
3 files 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.
- 7d ago First seen · 215 lines · 212 tokens per session scan C 6acdae179d63
marketing-os-dashboard is a skill published in the GitHub repository naveedharri/benai-skills (61 stars, last pushed yesterday), licensed MIT. It adds 212 tokens to every session and 3,797 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it C with 1 finding (tells the agent never to refuse). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.
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