measurable

measurable is a skill for Claude Code from mthines/agent-skills. It costs 172 tokens per session (2,927 once invoked), scanned A, original, MIT.

An observability check that decides what tracking and error signals a software change needs so its effects and regressions can be seen.

In plain words
What is it for?
Use it when changing web interfaces or API endpoints. It can design or audit tracking, logging, traces, measurements, and explicit error or warning paths.
Why use it?
It prevents shipping a user-facing or server-side change without a way to tell whether it works, causes errors, or changes behavior. It uses browser usage tracking for web changes and traces, measurements, and structured logs for API changes.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: positional $N argument.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is [`rum-tracking`](../../analysis/rum-tracking/SKILL.md)'s job — this skill.

Part of the mthines-agent-skills plugin — 55 skills, 4 agents shipped together

Good fit Use it when changing web interfaces or API endpoints. It can design or audit tracking, logging, traces, measurements, and explicit error or warning paths.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/mthines/agent-skills
agentmods
npx agentmods add skills/mthines/agent-skills/measurable

Made for: Claude Code.

Or install mthines-agent-skills, the plugin that ships this one along with the rest of its 55 skills, 4 agents.

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 measurable

README.md
[![agentmods](https://agentmods.dev/badge/skills/mthines/agent-skills/measurable.svg)](https://agentmods.dev/skills/mthines/agent-skills/measurable)
Your own site
<a href="https://agentmods.dev/skills/mthines/agent-skills/measurable"><img src="https://agentmods.dev/badge/skills/mthines/agent-skills/measurable.svg" alt="Measured on agentmods" height="20"></a>
Per session 172 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,927 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 warn 7 Sept 2026
SkillSpector: 3 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Prompt Injection · line 188
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Prompt Injection · line 185
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Prompt Injection · line 189
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00172 $0.02927
Opus 5 $0.00086 $0.01463
Sonnet 5 $0.00034 $0.00585
Haiku 4.5 $0.00017 $0.00293

Measured 3d ago against content hash 052210461ecb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

measurable 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.

skills/quality/measurable/SKILL.md · 233 lines

How it starts

The opening of the file, as written. The whole thing — 233 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Measurable

Makes "we shipped it" and "we can see it" the same statement. A change is only done when its impact is measurable and its regressions are visible — this skill decides what telemetry a diff needs, writes or audits it, and records a per-repo profile so the answer doesn't have to be re-derived every time.

This SKILL.md is a thin index. Detailed rules live in rules/*.md and load on demand. The profile template lives in templates/*.md.

Composes, does not duplicate. Frontend event design is rum-tracking's job — this skill only decides whether a user-facing change needs RUM and hands off to it. Backend span/metric semantic conventions belong to the otel-instrumentation and otel-semantic-conventions skills (from the dash0 agent-skills repo) when installed — invoked via Skill(), skipped silently otherwise, with rules/backend-instrumentation.md as the built-in fallback. Persistence for the Observability Profile is persistent-memory's project-shared tier — this skill never invents its own storage layer.


Mode Detection

Parse $1 as the mode. State the detected mode in one line before continuing.

Mode Default Trigger
guide yes "is this measurable", "what telemetry do I need", default if no mode
implement "add telemetry", "instrument this", "add RUM and API telemetry"
audit "audit observability", "check observability coverage", "--diff", aw Phase 4 gate
setup "set up observability profile", "first-time setup", "/measurable setup"

If $1 is a diff, PR, file, or directory, treat it as the scope for implement or audit.

Read the full file on GitHub · 233 lines

Files

What ships with it

7 files 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 Changed · +2 lines 052210461ecb
  2. 4d ago Changed · +8 lines de2bcac1d01a
  3. 8d ago First seen · 223 lines · 172 tokens per session scan A 5f81b45a22fe

Subscribe to this mod's changes

measurable is a skill published in the GitHub repository mthines/agent-skills (13 stars, last pushed today), licensed MIT. It adds 172 tokens to every session and 2,927 once invoked, about $0.0009 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.

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