dashboard

dashboard is a skill for Claude Code from dynos-fit/dynos-work. It costs 39 tokens per session (332 once invoked), scanned A, original, MIT.

A command that starts a web dashboard showing registered projects, activity, findings, benchmark runs, and related work. A dashboard is a single screen for monitoring information.

In plain words
What is it for?
Use it to start, stop, or restart the dashboard server and view project activity at the provided local address.
Why use it?
It gives you one place to inspect project and pipeline status instead of checking separate files or commands.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the dynos-work plugin — 18 skills, 37 agents shipped together

Install

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.

agentmods
npx agentmods add skills/dynos-fit/dynos-work/dashboard
Any agent
npx skills add dynos-fit/dynos-work --skill dashboard
Clone the repo
git clone --depth 1 https://github.com/dynos-fit/dynos-work

Made for: Claude Code.

Or install dynos-work, the plugin that ships this one along with the rest of its 18 skills, 37 agents.

Wrote 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.

agentmods badge for dashboard

README.md
[![agentmods](https://agentmods.dev/badge/skills/dynos-fit/dynos-work/dashboard.svg)](https://agentmods.dev/skills/dynos-fit/dynos-work/dashboard)
Your own site
<a href="https://agentmods.dev/skills/dynos-fit/dynos-work/dashboard"><img src="https://agentmods.dev/badge/skills/dynos-fit/dynos-work/dashboard.svg" alt="Measured on agentmods" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 332 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00039 $0.00332
Opus 5 $0.00019 $0.00166
Sonnet 5 $0.00008 $0.00066
Haiku 4.5 $0.00004 $0.00033

Measured 6d ago against content hash df896446f0a0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

dashboard 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 6d 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.

skills/dashboard/SKILL.md · 56 lines

What it actually says

dynos-work: Dashboard

Start the SPA dashboard server. Shows all registered projects in a unified web UI.

Ruthlessness Standard

  • Do not invent server state, URLs, or process health.
  • Report the exact command outcome. If startup fails, surface the failure plainly.
  • If the server is already running or broken, say that directly instead of implying success.

Usage

/dynos-work:dashboard              # start server at :8765
/dynos-work:dashboard stop         # stop server
/dynos-work:dashboard restart      # restart server

What you do

serve (default)

python3 "${REPO_DIR}/telemetry/dashboard.py" serve

Print the URL: http://127.0.0.1:8765

stop

python3 "${REPO_DIR}/telemetry/dashboard.py" kill

restart

python3 "${REPO_DIR}/telemetry/dashboard.py" restart

Notes

The dashboard runs as a background HTTP server. It survives after the conversation ends. Use stop to shut it down.

The dashboard shows:

  • Global daemon status and aggregate stats
  • Per-project cards (click to expand full detail)
  • Active routes, recent tasks, benchmark runs, findings
  • Autofix PRs per project
  • Maintenance cycle history
Files

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.

Changes

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.

  1. 6d ago First seen · 56 lines · 39 tokens per session scan A df896446f0a0

Subscribe to this mod's changes

dashboard is a skill published in the GitHub repository dynos-fit/dynos-work (2 stars, last pushed 1mo ago), licensed MIT. It adds 39 tokens to every session and 332 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 2026-08-31.