Plumbline: Skill for Claude Code

.claude/skills/plumbline-measurement-slices/SKILL.md

plumbline-measurement-slices is a skill for Claude Code from DYAI2025/Plumbline. It costs 86 tokens per session (1,883 once invoked), scanned A, original, no licence file.

Guidance for measuring and benchmarking Plumbline tools, including tests that compare responses and check review quality. A benchmark is a repeatable test used to measure performance.

In plain words
What is it for?
Use it before running the listed measurement tools or setting up the Council graphical interface.
Why use it?
It helps keep measurements honest and consistent when evaluating different runs or interface changes.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is DYAI2025/Plumbline's own configuration. It tells Claude Code how to work on Plumbline itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything Plumbline configures →

Reuse

Borrowing it

Nothing to install: this file belongs to DYAI2025/Plumbline. 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/DYAI2025/Plumbline/main/.claude/skills/plumbline-measurement-slices/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/DYAI2025/Plumbline

Made for: Claude Code.

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 plumbline-measurement-slices

README.md
[![agentmods](https://agentmods.dev/badge/skills/dyai2025/plumbline/plumbline-measurement-slices/github.svg)](https://agentmods.dev/skills/dyai2025/plumbline/plumbline-measurement-slices)
Your own site
<a href="https://agentmods.dev/skills/dyai2025/plumbline/plumbline-measurement-slices"><img src="https://agentmods.dev/badge/skills/dyai2025/plumbline/plumbline-measurement-slices/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.

agentmods 80×15 button for plumbline-measurement-slices

Your own site · 80×15
<a href="https://agentmods.dev/skills/dyai2025/plumbline/plumbline-measurement-slices"><img src="https://agentmods.dev/badge/skills/dyai2025/plumbline/plumbline-measurement-slices.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 86 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,883 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00086 $0.01883
Opus 5 $0.00043 $0.00941
Sonnet 5 $0.00017 $0.00377
Haiku 4.5 $0.00009 $0.00188

Measured 12d ago against content hash d3a3d88a43f6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

plumbline-measurement-slices scanned grade A with 1 finding 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 12d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- **Don't mis-apply a test invariant to a consumer that legitimately needs the dependency — fix the test's scope, don't obfuscate to pass it.** An `assert_no_code_token '_real_transport|urllib'` check was correct for the
.claude/skills/plumbline-measurement-slices/SKILL.md · 47 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

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. 12d ago First seen · 47 lines · 86 tokens per session scan A d3a3d88a43f6

Subscribe to this mod's changes

plumbline-measurement-slices is a skill published in the GitHub repository DYAI2025/Plumbline (6 stars, last pushed 9d ago), with no licence file. It adds 86 tokens to every session and 1,883 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.