Agent skill

CCC Token Throughput

by amirfish1 in amirfish1/claude-command-center

Answers token usage and cost questions from the Claude Command Center throughput dashboard and shares its link, for the last 7 days or one session.

Custom licenceAuto-check passedProductivity & Automation

Install CCC Token Throughput

skills CLI
$ npx skills add amirfish1/claude-command-center --skill throughput -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install amirfish1/claude-command-center throughput --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/amirfish1/claude-command-center.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/throughput .claude/skills/throughput && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
throughput
GitHub stars
177
Token cost
~676 tokens
SKILL.md length
331 words
Files
2
Skills in repo
2
Repo updated
First seen
Licence
Custom licence

At a glance

Answers token usage and cost questions from the Claude Command Center throughput dashboard and shares its link, for the last 7 days or one session.

  • Opening the throughput dashboard to see token usage
  • SKILL.md covers Requests → what to do, Engines and Notes
  • Runs Shell scripts from its folder
  • Checking how many tokens were used over the last 7 days

What it does

This skill answers questions about token usage from the Claude Command Center (CCC) throughput dashboard. It wraps the dashboard page and its HTTP API in one helper, throughput.sh, which finds the running dashboard's port and expands an 8-character session prefix such as ffbbeef8 into the full session ID the API needs. The dashboard charts token usage, TPM and TPS, cost and cache-hit ratio, either as a 7-day aggregate or per session.

Three kinds of request are handled. Opening the dashboard runs the url subcommand and hands over the link, launching a browser only if you ask and an opener such as xdg-open or open exists. A usage total runs the total subcommand and reports the last 7 days, with the input and output split, cache-hit percentage and cost, described as 7 days and not all time. A specific session uses the session subcommand. The default engine is claude, with codex as an optional last argument. It is read-only, and if no dashboard is running it says so instead of inventing numbers.

When your agent uses it

  • Opening the throughput dashboard to see token usage
  • Checking how many tokens were used over the last 7 days
  • Looking up token and cost figures for one session by ID prefix
  • Reading the cache-hit ratio and the input and output split

Example prompts

  • “Open the throughput dashboard.”
  • “Tell me how many tokens I have used in the last 7 days and what it cost.”
  • “Show the token usage for session ffbbeef8.”

Requirements

  • A running Claude Command Center dashboard

What it can do on your machine

Read from SKILL.md and the folder at commit 62310cf. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

CCC Token Throughput loads about 676 tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 331 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
When it runs · the whole SKILL.md, loaded when a task matches
~676

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 331 words (~676 tokens).

“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).”

— opening of SKILL.md by amirfish1, Custom licence
name
throughput

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file in .claude/skills/throughput of amirfish1/claude-command-center.

  • SKILL.md
  • throughput.sh

Open the folder on GitHubat commit 62310cf

Compare with similar skills

CCC Token Throughput next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

CCC Token Throughput compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
CCC Token Throughput this skillamirfish1/claude-command-center177—~676Automated safety check: PassCustom licence
CodexBar Usage Readersteipete/CodexBar22k—~320Automated safety check: PassMIT
Claude Code Daily Cost Reporttombelieber/claude-view110—~3kAutomated safety check: PassMIT
Caveman Workflow LabelerJuliusBrussee/caveman110k1 repos~1.3kAutomated safety check: PassApache-2.0
Caveman Evidence ReviewJuliusBrussee/caveman110k1 repos~927Automated safety check: PassApache-2.0
Caveman Gateway SetupJuliusBrussee/caveman110k1 repos~2.6kAutomated safety check: WarnApache-2.0

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Questions about CCC Token Throughput

What does CCC Token Throughput do?

Answers token usage and cost questions from the Claude Command Center throughput dashboard and shares its link, for the last 7 days or one session. This skill answers questions about token usage from the Claude Command Center (CCC) throughput dashboard.sh, which finds the running dashboard's port and expands an 8-character session prefix such as ffbbeef8 into the full session ID the API needs.

When should I use CCC Token Throughput?

CCC Token Throughput fits situations like: opening the throughput dashboard to see token usage; checking how many tokens were used over the last 7 days; looking up token and cost figures for one session by ID prefix; reading the cache-hit ratio and the input and output split.

How do I install CCC Token Throughput in Claude Code?

Run `npx skills add amirfish1/claude-command-center --skill throughput -a claude-code`. Or copy the skill folder (.claude/skills/throughput in amirfish1/claude-command-center) into .claude/skills/throughput in your project. Claude Code loads it when a task matches its description.

How do I install CCC Token Throughput in Codex?

Run `npx skills add amirfish1/claude-command-center --skill throughput -a codex`. Or copy the skill folder (.claude/skills/throughput in amirfish1/claude-command-center) into .agents/skills/throughput in your project. Codex loads it when a task matches its description.

Can I use CCC Token Throughput in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add amirfish1/claude-command-center --skill throughput -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/throughput, .gemini/skills/throughput, .github/skills/throughput and .opencode/skills/throughput in your project.

What does CCC Token Throughput need to run?

Going by SKILL.md and its folder, CCC Token Throughput needs a shell for the scripts in its folder. Our summary lists: A running Claude Command Center dashboard.

Does CCC Token Throughput access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is CCC Token Throughput safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does CCC Token Throughput use?

CCC Token Throughput has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does CCC Token Throughput use?

About 676 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to CCC Token Throughput?

Skills that share tags, products or a category with CCC Token Throughput: CodexBar Usage Reader (steipete/CodexBar, 22k stars), Claude Code Daily Cost Report (tombelieber/claude-view, 110 stars), Caveman Workflow Labeler (JuliusBrussee/caveman, 110k stars) and Caveman Evidence Review (JuliusBrussee/caveman, 110k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains CCC Token Throughput?

amirfish1 (a GitHub user) maintains it in amirfish1/claude-command-center, which has 177 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 7, 2026.

Source: amirfish1/claude-command-center on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.