dashboard

dashboard is a command for Claude Code from sairam0424/MindForge. It costs 16 tokens per session (785 once invoked), scanned A, original, MIT.

A local web dashboard for watching MindForge activity in real time. It shows execution progress, quality metrics, pending approvals, a knowledge graph, and team activity in a browser.

In plain words
What is it for?
Use it to start, open, stop, or monitor the dashboard on a chosen local port and review live project activity.
Why use it?
It gives a team a shared view of ongoing work without requiring everyone to use the command line. It is designed for local screens and standup discussions.

Command for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to start, open, stop, or monitor the dashboard on a chosen local port and review live project activity.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/sairam0424/mindforge/dashboard
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.

Clone the repo
git clone --depth 1 https://github.com/sairam0424/MindForge

Made for: Claude Code.

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/commands/sairam0424/mindforge/dashboard.svg)](https://agentmods.dev/commands/sairam0424/mindforge/dashboard)
Your own site
<a href="https://agentmods.dev/commands/sairam0424/mindforge/dashboard"><img src="https://agentmods.dev/badge/commands/sairam0424/mindforge/dashboard.svg" alt="Measured on agentmods" height="20"></a>
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 785 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00016 $0.00785
Opus 5 $0.00008 $0.00392
Sonnet 5 $0.00003 $0.00157
Haiku 4.5 $0.00002 $0.00078

Measured 4d ago against content hash 28545968f953, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, 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 4d 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.

.claude/commands/mindforge/dashboard.md · 103 lines

How it starts

The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MindForge v2 — Dashboard Command

Usage: /mindforge:dashboard [--port 7339] [--open] [--stop] [--status]

Version: v2.0.0-alpha.5

Purpose

Start the MindForge real-time web dashboard — a live observability UI for the entire team. Shows execution progress, quality metrics, pending approvals, knowledge graph, and team activity without requiring CLI access.

Design

The dashboard is a localhost-only web server:

  • No build step — single HTML file, no bundler, no npm packages on client
  • No authentication — binding to 127.0.0.1 is the security model
  • Live updates via Server-Sent Events — no WebSocket library needed
  • Designed for screensharing at standups, not external access

Usage

Start the dashboard

/mindforge:dashboard
→ Dashboard running at: http://localhost:7339
→ Press CTRL+C to stop (or /mindforge:dashboard --stop)

Start and open in browser

/mindforge:dashboard --open
→ Opens http://localhost:7339 in your default browser

Custom port

/mindforge:dashboard --port 7340
→ Useful if 7339 is already in use

Stop the dashboard

/mindforge:dashboard --stop
→ Finds the running dashboard process (from PID file) and sends SIGTERM

Check dashboard status

/mindforge:dashboard --status
→ Checks if dashboard is running, shows port and PID
→ Also shows: http://localhost:7339/api/status

Dashboard pages

Activity (default)

  • Phase name, auto mode status (RUNNING/PAUSED/ESCALATED/IDLE)
  • Wave progress bar (tasks completed / total)
  • Live AUDIT event feed with color-coded event types
  • Steering input: send guidance to auto mode without touching the CLI

Quality Metrics

  • Session quality score trend (last 20 sessions)
  • Verify pass rate over time
  • Security findings by severity (CRITICAL/HIGH/MEDIUM/LOW)
  • Cost per session trend

Approvals

  • All pending Tier 2/3 governance requests
  • [Approve] and [Reject] buttons — no CLI needed for approval
  • Tier, phase/plan, description, time since requested, expiry warning
  • Recent approval history

Read the full file on GitHub · 103 lines

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. 4d ago First seen · 103 lines · 16 tokens per session scan A 28545968f953

Subscribe to this mod's changes

dashboard is a command published in the GitHub repository sairam0424/MindForge (0 stars, last pushed 4d ago), licensed MIT. It adds 16 tokens to every session and 785 once invoked, about $0.0001 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 2026-09-03.