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 BlackBeltTechnology/pi-agent-dashboard --skill dashboard-plugin-scaffoldgit clone --depth 1 https://github.com/BlackBeltTechnology/pi-agent-dashboardWrote 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/blackbelttechnology/pi-agent-dashboard/dashboard-plugin-scaffold)<a href="https://agentmods.dev/skills/blackbelttechnology/pi-agent-dashboard/dashboard-plugin-scaffold"><img src="https://agentmods.dev/badge/skills/blackbelttechnology/pi-agent-dashboard/dashboard-plugin-scaffold/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/blackbelttechnology/pi-agent-dashboard/dashboard-plugin-scaffold"><img src="https://agentmods.dev/badge/skills/blackbelttechnology/pi-agent-dashboard/dashboard-plugin-scaffold.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00081 | $0.02643 |
| Opus 5 | $0.00041 | $0.01321 |
| Sonnet 5 | $0.00016 | $0.00529 |
| Haiku 4.5 | $0.00008 | $0.00264 |
Grade A, and why
dashboard-plugin-scaffold scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
3. curl -X POST http://localhost:8000/api/restart # restart dashboard server How it starts
The opening of the file, as written. The whole thing — 247 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Dashboard Plugin Scaffold
Two modes, one skill. Mode new scaffolds packages/<id>-plugin/ inside the dashboard monorepo. Mode augment retrofits an existing pi-extension at the current working directory with a pi-dashboard-plugin manifest field and a src/dashboard/ React subtree.
Step 1 — Up-front ask_user batch
Use the ask_user tool, method batch, with these questions in order:
| # | Method | Title | Notes |
|---|---|---|---|
| 1 | select | "Mode" | options: ["new — scaffold a fresh packages/<id>-plugin/ in this dashboard monorepo", "augment — retrofit an existing pi-extension at cwd with dashboard plugin contributions"] |
| 2 | input | "Plugin id (kebab-case)" | (mode new only) — validated ^[a-z][a-z0-9-]*$, must not collide with existing packages/<id>-plugin/ |
| 3 | input | "Display name" | (mode new only) — free text, e.g. "Acme Plugin" |
| 4 | input | "Priority (default 100; lower = earlier)" | (mode new only) — integer string |
| 5 | multiselect | "Slot claims" | (mode new only) — options: see references/slot-taxonomy.md for the 10 React slots |
| 6 | confirm | "Scaffold a server entry (REST routes + WS handlers)?" | (mode new only) — default true |
| 7 | confirm | "Scaffold a bridge entry (pi extension that loads in every pi session)?" | (mode new only) — default false, high blast radius |
| 8 | confirm | "Scaffold a configSchema.json?" | (mode new only) — default true |
Skip questions 2-8 entirely if mode is augment. The augment-mode questions come after the analysis, in step 4b.
Step 2 — Branch on mode
If the user picked new, jump to Step 3a — New mode.
If the user picked augment, jump to Step 3b — Augment mode preflight.
Step 3a — New mode
3a.1 Validate inputs
# Confirm the dashboard monorepo root by walking up for openspec/ + packages/
ROOT=$(pwd)
while [ "$ROOT" != "/" ] && [ ! -d "$ROOT/openspec" ]; do ROOT=$(dirname "$ROOT"); done
[ -d "$ROOT/openspec" ] || { echo "Not inside the dashboard monorepo (no openspec/ dir found)" >&2; exit 1; }
[ -d "$ROOT/packages" ] || { echo "Monorepo missing packages/ dir" >&2; exit 1; }
# Validate id
echo "<id>" | grep -qE '^[a-z][a-z0-9-]*$' || { echo "id must be kebab-case" >&2; exit 1; }
# Refuse collision
[ ! -d "$ROOT/packages/<id>-plugin" ] || { echo "packages/<id>-plugin already exists" >&2; exit 1; }
What ships with it
6 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.
- 10d ago First seen · 247 lines · 81 tokens per session scan A 3aa312477756
dashboard-plugin-scaffold is a skill published in the GitHub repository BlackBeltTechnology/pi-agent-dashboard (278 stars, last pushed today), licensed MIT. It adds 81 tokens to every session and 2,643 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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