throughput SKILL.md skillA

throughput from amirfish1/claude-command-center is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add amirfish1/claude-command-center/throughput@git:20260802.cd011ef

Pins git:20260802.cd011ef in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
amirfish1/claude-command-center
Path
.claude/skills/throughput/SKILL.md
Versions recorded
1
Latest version
git:20260802.cd011ef, committed Aug 2, 2026
Size
2,724 bytes
Repository stars
212
License
a license file GitHub does not identify

Use when the user asks to open/show the CCC throughput (token) dashboard, or asks how many tokens they've used — overall/so far, in the last 7 days, or for a specific session (e.g. "how many tokens is session ffbbeef8", "open throughput dashboard", "what's my token burn"). Answers token/cost questions from CCC's throughput API and links the page.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Throughput

CCC's **throughput dashboard** (`static/throughput.html`, served at
`/throughput.html`) charts token usage, TPM/TPS, cost, and cache-hit ratio —
for a 7-day aggregate or per session. There is **no dedicated CLI**; the numbers
come from the dashboard's HTTP API (`/api/throughput`).

This skill wraps both behind one helper: `throughput.sh` (next to this file).
It resolves the running dashboard's port, and — because the API needs a
*full* session id — resolves an 8-char prefix like `ffbbeef8` to the full uuid
first.

Run it from the skill directory, e.g.:

```bash
.claude/skills/throughput/throughput.sh <subcommand>
```

## Requests → what to do

**"open throughput dashboard" / "show me throughput" / "the token page"**
Run `throughput.sh url` and give the user the `throughput.html` link (it's
clickable in the terminal). Only actually launch a browser if they say "open it"
*and* a browser opener is available — `xdg-open <url>` (Linux) or `open <url>`
(macOS); otherwise just hand over the URL. Don't assume a GUI.

**"how many tokens have I used / so far / this week" / "what's my burn"**
Run `throughput.sh total`. This is the **Last-7-days aggregate** across all
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add amirfish1/claude-command-center/throughput@sha256:331a4aa3647200f1

The line at the top of this page pins the label git:20260802.cd011ef, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_dfhpn3ept6xbnvma.svg)](https://markdownregistry.com/a/art_dfhpn3ept6xbnvma)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Aug 2, 2026.

versioncommittedcommitsizeaudit
git:20260802.cd011ef latest2026-08-02 cd011ef 2,724 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2724 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

amirfish1/claude-command-center · 212 stars · license a license file GitHub does not identify · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dfhpn3ept6xbnvma
GET https://markdownregistry.com/api/v1/resolve?ref=amirfish1/claude-command-center/throughput
GET https://markdownregistry.com/api/v1/blob/331a4aa3647200f1c8d5cb1ead8cc09b6953d050c6556a4681c064eb9dccea35

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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