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Skill

Verification & Quality Assurance

From ruvnet

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Facts

Repository
ruvnet/ruflo
Status
Actively maintained
Last commit
Source file
.agents/skills/verification-quality/SKILL.md

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The instructions Claude Code reads when this skill runs.

# Verification & Quality Assurance Skill

## What This Skill Does

This skill provides a comprehensive verification and quality assurance system that ensures code quality and correctness through:

- **Truth Scoring**: Real-time reliability metrics (0.0-1.0 scale) for code, agents, and tasks
- **Verification Checks**: Automated code correctness, security, and best practices validation
- **Automatic Rollback**: Instant reversion of changes that fail verification (default threshold: 0.95)
- **Quality Metrics**: Statistical analysis with trends, confidence intervals, and improvement tracking
- **CI/CD Integration**: Export capabilities for continuous integration pipelines
- **Real-time Monitoring**: Live dashboards and watch modes for ongoing verification

> **Shipped vs. aspirational.** The *concrete, in-CI* verification stack — the 6 regression-guard jobs + the witness manifest + the tool-discoverability audit — is real and runs on every push. The truth-scoring / auto-rollback / WebSocket-dashboard surface described later in this doc is partly shipped (`ruflo verify` runs the witness checks) and partly design — treat the "CI Guards" section below as the authoritative current state.

## CI Guards — what's actually shipped (current state)

Ruflo's regression protection is three layers, all gated before publish. Authoritative reference: [`verification/README.md`](../../../verificati
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