axonhub: Skill for Claude Code

.agents/skills/claude-dashboard/SKILL.md

claude-dashboard is a skill for Claude Code, Codex from looplj/axonhub. It costs 132 tokens per session (8,983 once invoked), scanned A, original, Apache-2.0.

A local, data-backed dashboard for showing charts, numbers, tables and recurring reports over datasets such as CSV, TSV or JSON files. A dashboard is a page that presents data for monitoring or analysis.

In plain words
What is it for?
Use it for metrics pages, KPI trackers, scorecards, data visualisations and recurring reports.
Why use it?
It turns supplied or gathered data into a live page instead of requiring a separate report for each update. A sources panel helps show where the displayed data comes from.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is looplj/axonhub's own configuration. It tells Claude Code and Codex how to work on axonhub itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything axonhub configures →

About the project

AxonHub is an AI gateway that accepts requests through common model-provider SDKs and routes them to more than 100 large language models without requiring application code changes. Developers and organizations use it to switch providers, track requests and usage, manage budgets, and configure failover and load balancing.

looplj/axonhub · 5,452 stars · on GitHub · axonhub.reveric.app

Reuse

Borrowing it

Nothing to install: this file belongs to looplj/axonhub. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/looplj/axonhub/unstable/.agents/skills/claude-dashboard/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/looplj/axonhub

Made for: Claude Code, Codex.

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 claude-dashboard

README.md
[![agentmods](https://agentmods.dev/badge/skills/looplj/axonhub/claude-dashboard/github.svg)](https://agentmods.dev/skills/looplj/axonhub/claude-dashboard)
Your own site
<a href="https://agentmods.dev/skills/looplj/axonhub/claude-dashboard"><img src="https://agentmods.dev/badge/skills/looplj/axonhub/claude-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.

agentmods 80×15 button for claude-dashboard

Your own site · 80×15
<a href="https://agentmods.dev/skills/looplj/axonhub/claude-dashboard"><img src="https://agentmods.dev/badge/skills/looplj/axonhub/claude-dashboard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 132 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,983 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 $0.00132 $0.08983
Opus 5.5 $0.00053 $0.03593
Sonnet 5.5 $0.00026 $0.01797
Haiku 4.5 $0.00013 $0.00898

Measured 2d ago against content hash ae909e6fe41b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

claude-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 2d ago.

The scan reads SKILL.md. This mod also ships 5 executable files (scripts/artifact.mjs, scripts/editor/assets/index-qXbVz6oJ.js, scripts/editor/comments.js, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

.agents/skills/claude-dashboard/SKILL.md · 505 lines

How it starts

The opening of the file, as written. The whole thing — 505 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Dashboard — the shared type

A dashboard is a page you write over datasets the type loads, attributes and refreshes. Everything is a document in its own store, written with write-db. SKILL.md, artifact-type/ and scripts/ are the type's own files: leave them as they are.

What the person asks for is what you build; the defaults apply only to what they left unsaid. Whatever the page's code can draw or do is allowed: any chart, control or interaction. Draw the chart they named, by hand where d3 has no helper; if you draw another, say which and why.

The calls

A dashboard is a folder, <root>: designs/<slug>/ in the current project unless the person names another (<slug>: the title in lowercase words joined by -; a title not in Latin letters, such as a Chinese one, takes a short English rendering of it: x-account-analytics). The first write-db or upload creates it. One script, Node 22 or later with nothing to install, does every call; below, A is <this skill's folder>/scripts/artifact.mjs.

Command Does
node $A write-db <root> <batch.json | -> Writes documents: set, update, delete. All or nothing.
node $A read-db <root> [<collection>[/<doc_id>]] [--text] Lists every document, a collection's, or one (--text prints its text raw).
node $A upload <root> <file> [--name n] Attaches a CSV, TSV or JSON file: {"url": "/_blob/<id>", "bytes", "contentType", …}.
node $A delete-asset <root> <url | id> Removes an attached file no document names any more.
node $A check <root> Checks the documents, the page's files, and that each dataset mark's data-where/data-row finds its rows. Exit 1 while problems > 0.
node $A open <root> [--port n] [--lan] Starts the editor in the background and returns {"url", "pid", "stop", …}. All the dashboards open on this computer share one server and port (4740, the next free port up when that is taken; --port n looks for it at n and starts from n, --port 0 runs a server of its own on any port); url is this dashboard's own page, whose path, /dashboard/<id>/, stays the same from one start to the next. Run again, it reuses the one running. --lan: also on the local network (see Sharing). --agent-hook "<command>": see Comments. NETWORK_BLOCKED from open means your commands run in a sandbox without local network. Run open, share and comments <root> --wait with local network allowed, outside the sandbox, asking for that permission if your commands need approval; in the sandbox comments --wait says NO_SERVER even while the page is open. Commands that only read and write files work in the sandbox.
node $A serve <root> [--port n] [--lan] / stop <root> The same server in the foreground / takes this folder off the server, which ends with the last one.
node $A share <root> Opens it to the local network and prints a link per role; --disable / --enable / --reset <role>, --role <guest>=<role>, --off. See Sharing.
node $A comments <root> [--all] / --wait The comments people left on the page / waits for one they send you. See Comments.
node $A comment-reply <root> <id> <text|-> / comment-resolve <root> <id> Answers one (--resolve closes it too) / closes one (--reopen).
node $A archive <root> [--out file.zip|dir] The whole folder, history and comments too, as one zip beside it (--out: another file or folder), to back it up, move it to another computer or send it to someone: {file, files, bytes, open}. Unzipped anywhere, open carries on. The owner's Download folder button in the page does the same; the server's own files, the share links, exports/ and .git stay out.

Read the full file on GitHub · 505 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. 2d ago First seen · 505 lines · 132 tokens per session scan A ae909e6fe41b

Subscribe to this mod's changes

claude-dashboard is a skill published in the GitHub repository looplj/axonhub (5,452 stars, last pushed today), licensed Apache-2.0. It adds 132 tokens to every session and 8,983 once invoked, about $0.0005 per session on Opus 5.5. 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 2026-11-11.

Related

claude-dashboard compared with skills from other repositories

claude-dashboard next to 6 skills from other repositories
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claude-dashboardlooplj/axonhubSkill5.5ktodayApache-2.0A132Claude Code, Codex
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web-appslangchain-ai/open-sweSkill11ktodayMITA43Claude Code, Codex
workspaceslangchain-ai/open-sweSkill11ktodayMITA88Claude Code, Codex
baby-sitlangchain-ai/open-sweSkill11ktodayMITA30Claude Code, Codex
linear-ticketslangchain-ai/open-sweSkill11ktodayMITA44Claude Code, Codex
connectlangchain-ai/open-sweSkill11ktodayMITA20Claude Code