A command for viewing runtime measurements from language-model and API calls, such as token use and request time.

Use it to inspect recent calls, view summary statistics, or filter measurements by date or event category.

It helps you understand how much model usage a task consumed, how long calls took, and which kinds of events occurred.

How ZimoLiao/scholaraio configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to ZimoLiao/scholaraio. 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/ZimoLiao/scholaraio/main/.claude/skills/metrics/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/ZimoLiao/scholaraio

Made for: Claude Code.

Or install scholaraio, the plugin that ships this one along with the rest of its 44 skills, 1 hook.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/zimoliao/scholaraio/metrics/github.svg)](https://agentmods.dev/skills/zimoliao/scholaraio/metrics)

Your own site

<a href="https://agentmods.dev/skills/zimoliao/scholaraio/metrics"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/metrics/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/zimoliao/scholaraio/metrics"><img src="https://agentmods.dev/badge/skills/zimoliao/scholaraio/metrics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 27 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 201 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. Third-party audits

NVIDIA SkillSpector pass 7 Sept 2026

How audits are shown

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.

Model	Per session	Once invoked
Fable 5.1	$0.00027	$0.00201
Opus 5.5	$0.00011	$0.00080
Sonnet 5.5	$0.00005	$0.00040
Haiku 4.5	$0.00003	$0.00020

Measured 2mo ago against content hash a1a25008afb0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

metrics 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 2mo 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/skills/metrics/SKILL.md · 38 lines

What it actually says

查看指标统计

查看 LLM token 用量、API 调用耗时等运行指标。

执行逻辑

查看最近 LLM 调用详情：

scholaraio metrics --last 20

查看汇总统计：

scholaraio metrics --summary

查看特定时间段：

scholaraio metrics --since 2026-03-01

查看其他类别事件：

scholaraio metrics --category api --last 50

示例

用户说："我用了多少 token" → 执行 metrics --summary

用户说："看看最近的 LLM 调用" → 执行 metrics --last 10

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.

2mo ago First seen · 38 lines · 27 tokens per session scan A a1a25008afb0

Subscribe to this mod's changes

metrics is a skill published in the GitHub repository ZimoLiao/scholaraio (584 stars, last pushed 10d ago), licensed MIT. It adds 27 tokens to every session and 201 once invoked, about $0.0001 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 2026-08-30.

Analytics and metrics agentic-science agentic-search ai-agent computational-research research-workflow scientific-computing

metrics next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
metricsZimoLiao/scholaraio	Skill	584	10d ago	MIT	A	27	Claude Code
thoughtdagchenxiachan/thoughtdag	Skill	742	5d ago	MIT	B	39	Claude Code, Codex
autosearch:channel-selection0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	87	Claude Code
autosearch:context-retention-policy0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	89	Claude Code
autosearch:delegate-subtask0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	71	Claude Code
autosearch:experience-compact0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	69	Claude Code
autosearch:graph-search-plan0xmariowu/Autosearch	Skill	54	7d ago	MIT	A	72	Claude Code

scholaraio: Skill for Claude Code