shipkit-metrics

shipkit-metrics is a skill for Claude Code, Codex from stefan-stepzero/shipkit. It costs 28 tokens per session (1,154 once invoked), scanned A, original, MIT.

A manual tool for recording current measurements in a project file so defined goals can compare actual results with target values. Measurements may come from analytics, monitoring tools, test runs, or user feedback.

In plain words
What is it for?
Use it to enter response times, conversion rates, test coverage, or other values, list recorded metrics, and identify goal criteria that still need measurements.
Why use it?
It keeps the latest real-world values in one place before goals are evaluated. It does not create the measurements itself.

Skill for Claude CodeCodex

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 skills/stefan-stepzero/shipkit/shipkit-metrics
Any agent
npx skills add stefan-stepzero/shipkit --skill shipkit-metrics
Clone the repo
git clone --depth 1 https://github.com/stefan-stepzero/shipkit

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 shipkit-metrics

README.md
[![agentmods](https://agentmods.dev/badge/skills/stefan-stepzero/shipkit/shipkit-metrics.svg)](https://agentmods.dev/skills/stefan-stepzero/shipkit/shipkit-metrics)
Your own site
<a href="https://agentmods.dev/skills/stefan-stepzero/shipkit/shipkit-metrics"><img src="https://agentmods.dev/badge/skills/stefan-stepzero/shipkit/shipkit-metrics.svg" alt="Measured on agentmods" height="20"></a>
Per session 28 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,154 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 $0.00028 $0.01154
Opus 5 $0.00014 $0.00577
Sonnet 5 $0.00006 $0.00231
Haiku 4.5 $0.00003 $0.00115

Measured 3d ago against content hash 53b59866111b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

shipkit-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 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.

install/skills/shipkit-metrics/SKILL.md · 149 lines

How it starts

The opening of the file, as written. The whole thing — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.

shipkit-metrics - Metric Capture Utility

Purpose: Let users record current metric values into .shipkit/metrics/latest.json so that /shipkit-product-goals --evaluate and /shipkit-engineering-goals --evaluate can compare actuals against targets.

This is a manual capture tool — metrics come from real-world sources (analytics, APMs, test runs, user feedback) that no skill can auto-generate.


When to Invoke

User triggers:

  • "Log metrics", "Update metrics", "Record measurements"
  • "Our response time is now 200ms"
  • "Conversion rate hit 12%"
  • "Test coverage is at 85%"

Workflow position:

  • After goals are defined (/shipkit-product-goals, /shipkit-engineering-goals)
  • Before goal evaluation (--evaluate mode on goals skills)

Prerequisites

Recommended (to know which metrics to capture):

  • .shipkit/goals/product.json — P-* criteria with thresholds
  • .shipkit/goals/engineering.json — E-* criteria with thresholds

If missing: Accept any metric the user provides, using freeform IDs.


Arguments

  • No args or metric text → Interactive mode (show goals, ask for values)
  • --list → Show current metrics and which criteria are still unmeasured
  • Metric ID + value (e.g., P-001 82%) → Quick capture mode

Process

Mode 1: Interactive (default)

  1. Read .shipkit/goals/product.json and .shipkit/goals/engineering.json if they exist
  2. Extract all criteria IDs and their metrics/thresholds
  3. Read .shipkit/metrics/latest.json if exists (to show what's already captured)
  4. Present unmeasured criteria:
Metrics Capture — {N} criteria defined, {M} measured

Unmeasured:
  P-001: Task completion rate (target: > 80%)
  P-003: Page load satisfaction (target: < 3s)
  E-002: API response time (target: < 500ms)

Already measured:
  E-001: Test coverage = 85% (target: > 80%) — exceeded
  P-002: Error rate = 2.1% (target: < 5%) — at-threshold

Enter a criterion ID and its current value (e.g., "P-001 82%"), or "done" to finish:

Read the full file on GitHub · 149 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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 · 149 lines · 28 tokens per session scan A 53b59866111b

Subscribe to this mod's changes

shipkit-metrics is a skill published in the GitHub repository stefan-stepzero/shipkit (1 stars, last pushed 1mo ago), licensed MIT. It adds 28 tokens to every session and 1,154 once invoked, about $0.0001 per session on Opus 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 2026-08-31.