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.
npx skills add stefan-stepzero/shipkit --skill shipkit-metricsgit clone --depth 1 https://github.com/stefan-stepzero/shipkitWrote 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.
[](https://agentmods.dev/skills/stefan-stepzero/shipkit/shipkit-metrics)<a href="https://agentmods.dev/skills/stefan-stepzero/shipkit/shipkit-metrics"><img src="https://agentmods.dev/badge/skills/stefan-stepzero/shipkit/shipkit-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.
<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="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00028 | $0.01154 |
| Opus 5.5 | $0.00011 | $0.00462 |
| Sonnet 5.5 | $0.00006 | $0.00231 |
| Haiku 4.5 | $0.00003 | $0.00115 |
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 1mo 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.
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 (
--evaluatemode 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)
- Read
.shipkit/goals/product.jsonand.shipkit/goals/engineering.jsonif they exist - Extract all criteria IDs and their metrics/thresholds
- Read
.shipkit/metrics/latest.jsonif exists (to show what's already captured) - 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:
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.
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.
- 1mo ago First seen · 149 lines · 28 tokens per session scan A 53b59866111b
shipkit-metrics is a skill published in the GitHub repository stefan-stepzero/shipkit (1 stars, last pushed 3mo ago), licensed MIT. It adds 28 tokens to every session and 1,154 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 2026-08-31.
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