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.
Profile →npx skills add ruvnet/ruflo --skill verification-quality --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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
- What This Skill Does
- CI Guards — what's actually shipped (current state)
- Run the guards locally
- Adding a new guard
- Prerequisites
- Quick Start
- Complete Guide
- Truth Scoring System
- Verification Checks
- Automatic Rollback
- Verification Reports
- Interactive Dashboard
- Configuration
- Integration Examples
Tool-description discoverability audit (ADR-112) node scripts/audit-tool-descriptions.mjs # fails if any baseline count rises node scripts/audit-tool-descriptions.mjs --update-baseline # lock the new floor after a fix lands Behavioral smokes (each builds what it needs; safe to run individually) node plugins/ruflo-core/scripts/test-hooks.mjs "node $PWD/v3/@claude-flow/cli/bin/cli.js" node plugins/ruflo-core/scripts/test-mcp-protocol.mjs node plugins/ruflo-core/scripts/test-memory-import.mjs node plugins/ruflo-core/scripts/test-mcp-roundtrips.mjs # #1889 paired-tool round-trip node plugins/ruflo-core/scripts/test-cli-no-crash.mjs # #1863 unhandled-exception class node plugins/ruflo-core/scripts/test-consensus-transport.mjs # ADR-095 G2 consensus transport
What does the Verification & Quality Assurance skill do?
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
How do I install it?
Run `npx skills add ruvnet/ruflo --skill verification-quality --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ruvnet/ruflo, a repository with 67,015 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.