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.
Install / Use
npx skills add spencermarx/open-code-review --skill verification-qualityInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of Verification & Quality Assurance
Verification & Quality Assurance scores 83/100 on our quality scale, 2150th of 2,866 Automation skills we index.
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
It has 368 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated about 2 months ago, so Verification & Quality Assurance is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Verification & Quality Assurance compared with similar skills
All 4 of these similar skills score higher than Verification & Quality Assurance; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| Verification & Quality Assurance (this skill)by spencermarx | 83 | 368 | 2mo ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 90.8k | 19d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 85.7k | today | MCP Server |
| rufloby ruvnet | 100 | 73.9k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 12d ago | SKILL.md |
Frequently asked questions
- How do I install Verification & Quality Assurance?
- Run
npx skills add spencermarx/open-code-review --skill "Verification & Quality Assurance". The install tabs above show the steps for each supported agent. - Which AI agents does Verification & Quality Assurance work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is Verification & Quality Assurance safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is Verification & Quality Assurance still maintained?
- The repository was last updated about 2 months ago, so Verification & Quality Assurance is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.