Verification & Quality Assurance

Verification & Quality Assurance is a skill for Claude Code from jazz-max/ruflo-hub. It costs 36 tokens per session (4,010 once invoked), scanned A, original, no licence file.

A quality-checking system that scores agent results, verifies code, and can automatically undo changes when checks fail.

In plain words
What is it for?
Use it to assess agent responses, verify code quality, and roll back changes that do not meet the required standard.
Why use it?
It helps catch unreliable outputs and code problems before they remain in the codebase.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to assess agent responses, verify code quality, and roll back changes that do not meet the required standard.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/jazz-max/ruflo-hub/verification-quality
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.

Any agent
npx skills add jazz-max/ruflo-hub --skill verification-quality
Clone the repo
git clone --depth 1 https://github.com/jazz-max/ruflo-hub

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 Verification & Quality Assurance

README.md
[![agentmods](https://agentmods.dev/badge/skills/jazz-max/ruflo-hub/verification-quality/github.svg)](https://agentmods.dev/skills/jazz-max/ruflo-hub/verification-quality)
Your own site
<a href="https://agentmods.dev/skills/jazz-max/ruflo-hub/verification-quality"><img src="https://agentmods.dev/badge/skills/jazz-max/ruflo-hub/verification-quality/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 Verification & Quality Assurance

Your own site · 80×15
<a href="https://agentmods.dev/skills/jazz-max/ruflo-hub/verification-quality"><img src="https://agentmods.dev/badge/skills/jazz-max/ruflo-hub/verification-quality.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,010 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 $0.00036 $0.04010
Opus 5 $0.00018 $0.02005
Sonnet 5 $0.00007 $0.00802
Haiku 4.5 $0.00004 $0.00401

Measured 5d ago against content hash afde8a69eb57, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

Verification & Quality Assurance 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 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.

Makes network callslowCapability

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

curl -X POST https://pushgateway.example.com/metrics/job/claude-flow \
.claude/skills/verification-quality/SKILL.md · 650 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

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. 5d ago First seen · 650 lines · 36 tokens per session scan A afde8a69eb57

Subscribe to this mod's changes

Verification & Quality Assurance is a skill published in the GitHub repository jazz-max/ruflo-hub (4 stars, last pushed 21d ago), with no licence file. It adds 36 tokens to every session and 4,010 once invoked, about $0.0002 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 2026-09-03.

Related

Other skills, from other repositories

verification-quality

Truth scoring, code-quality verification, and automatic rollback with a high accuracy threshold. Use when validating agent output before it ships, gating changes on quality, or adding a verify-and-rollback safety loop.

frankxai/claude-skills-library · 43 tokens

Verification & Quality Assurance

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

shyftlabs/continuum · 36 tokens

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ruvnet/ruv-FANN · 36 tokens

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Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

spencermarx/open-code-review · 36 tokens

Verification & Quality Assurance

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

amangit1314/repo-rag · 36 tokens

Verification & Quality Assurance

Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.

Soulcynics404/AgentForge · 36 tokens