dashboard

dashboard is a command for coding agents from bhvbhushan/codeledger. It costs 0 tokens per session (120 once invoked), scanned A, original, MIT.

A command that starts CodeLedger's local web dashboard. The dashboard shows estimated spending and token usage across projects, agents, skills, days, and models.

In plain words
What is it for?
Run `npx codeledger dashboard` to open the dashboard at http://localhost:4321 and drill into project sessions, agents, skills, and cost splits.
Why use it?
It gives you a visual way to inspect the local usage data instead of querying the database directly. The data stays on your machine.

Command

Part of the codeledger plugin — 2 commands, 4 hooks 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 commands/bhvbhushan/codeledger/dashboard
Clone the repo
git clone --depth 1 https://github.com/bhvbhushan/codeledger

Or install codeledger, the plugin that ships this one along with the rest of its 2 commands, 4 hooks.

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/bhvbhushan/codeledger/dashboard.svg)](https://agentmods.dev/commands/bhvbhushan/codeledger/dashboard)
Your own site
<a href="https://agentmods.dev/commands/bhvbhushan/codeledger/dashboard"><img src="https://agentmods.dev/badge/commands/bhvbhushan/codeledger/dashboard.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 120 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 $0.00000 $0.00120
Opus 5 $0.00000 $0.00060
Sonnet 5 $0.00000 $0.00024
Haiku 4.5 $0.00000 $0.00012

Measured 3d ago against content hash 386196abffeb, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 3d 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.

commands/dashboard.md · 14 lines

What it actually says

Start the CodeLedger dashboard by running the following command in the terminal:

npx codeledger dashboard

This opens a local web dashboard at http://localhost:4321 with:

  • Overview: total spend, user vs overhead split, daily cost chart, model distribution
  • Projects: per-project breakdown with session drill-down
  • Agents: per-agent table with user/overhead filtering, click project to see its agents
  • Skills: per-skill estimated token usage (~estimated)

The dashboard reads from the same local database as the MCP tools. No data leaves your machine.

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. 3d ago First seen · 14 lines · 0 tokens per session scan A 386196abffeb

Subscribe to this mod's changes

dashboard is a command published in the GitHub repository bhvbhushan/codeledger (9 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 120 tokens. 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.