monitoring

monitoring is a skill for Claude Code, Codex from cwklurks/ship-score. It costs 0 tokens per session (4,908 once invoked), scanned A, original, MIT.

A monitoring audit that checks six defined signs of error tracking and related project monitoring setup as part of the Ship Score review. It examines the project files and reports the evidence it finds.

In plain words
What is it for?
Use it when running the monitoring part of a production-readiness audit on a software project.
Why use it?
It shows whether failures and important system activity can be noticed after release. This can reveal missing monitoring before users discover problems first.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

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/cwklurks/ship-score/monitoring
Any agent
npx skills add cwklurks/ship-score --skill monitoring
Clone the repo
git clone --depth 1 https://github.com/cwklurks/ship-score

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 monitoring

README.md
[![agentmods](https://agentmods.dev/badge/skills/cwklurks/ship-score/monitoring.svg)](https://agentmods.dev/skills/cwklurks/ship-score/monitoring)
Your own site
<a href="https://agentmods.dev/skills/cwklurks/ship-score/monitoring"><img src="https://agentmods.dev/badge/skills/cwklurks/ship-score/monitoring.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,908 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 5.1 $0.00000 $0.04908
Opus 5 $0.00000 $0.02454
Sonnet 5 $0.00000 $0.00982
Haiku 4.5 $0.00000 $0.00491

Measured 5d ago against content hash 69c210424fd8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

monitoring 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 5d 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.

skills/monitoring/SKILL.md · 522 lines

How it starts

The opening of the file, as written. The whole thing — 522 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Monitoring Category — Ship Score Sub-Skill

You are running the Monitoring category of a Ship Score production readiness audit. Follow every instruction below precisely. Do not add checks beyond the 6 defined here. Do not skip checks. Report exactly what you find.


Context You Receive

The orchestrator passes you:

Framework: [name] ([key])
Signals: [comma-separated detected features]
Root: [absolute path to project root]

Use the Root path for all file searches. If the project has a package.json, use it as the primary dependency manifest. For Python projects, check requirements.txt, pyproject.toml, or Pipfile instead.


Checks

Run all 6 checks in order. For each check, follow the verification steps, determine the status, and record the evidence.


Check 1: Error Tracking Installed

Severity: Critical

What to look for:

An error tracking / crash reporting library listed as a dependency in the project's package manifest.

Verification procedure:

Grep package.json (both dependencies and devDependencies) for any of these package names:

Provider Package patterns to match
Sentry @sentry/nextjs, @sentry/react, @sentry/node, @sentry/browser, @sentry/astro, @sentry/vue, @sentry/svelte, @sentry/ (any scope)
Bugsnag @bugsnag/js, @bugsnag/react, @bugsnag/node, @bugsnag/plugin-react, @bugsnag/ (any scope)
Datadog @datadog/browser-rum, dd-trace, @datadog/browser-logs, datadog-lambda-js
Rollbar rollbar
LogRocket logrocket
Airbrake @airbrake/browser, @airbrake/node

Grep pattern (single regex for package.json):

(@sentry/|@bugsnag/|@datadog/browser|dd-trace|rollbar|logrocket|@airbrake/)

For Python projects, grep requirements.txt / pyproject.toml for: sentry-sdk, bugsnag, ddtrace, rollbar, airbrake.

Status rules:

Status Condition
PASS At least one error tracking package found in dependencies
FAIL No error tracking package found in any dependency manifest

Read the full file on GitHub · 522 lines

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. 5d ago First seen · 522 lines · 0 tokens per session scan A 69c210424fd8

Subscribe to this mod's changes

monitoring is a skill published in the GitHub repository cwklurks/ship-score (1 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 4,908 tokens. 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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