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Verification & Quality Assurance

Verifies code quality with truth scoring, CI regression guards, and automatic rollback.

Updated Jul 16, 2026
Search Tags:#code quality#ci/cd#monitoring#rollback#verification#truth scoring#regression testing
One-click install
npx skills add https://github.com/optimaxin/Tredev_Gems --skill verification-quality-assurance-optimaxin
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/optimaxin/Tredev_Gems/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/optimaxin/Tredev_Gems --skill verification-quality-assurance-optimaxin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @noble/ed25519.

What problem does it solve? Code changes and agent outputs can silently introduce regressions or low-quality work that slips into production. This Skill enforces measurable quality gates with truth scores, automated verification checks, and instant rollback of changes that fall below a configurable threshold. ## Core Features & Use Cases - Truth Scoring: Computes reliability metrics (0.0-1.0) for code, agents, and tasks with trends, confidence intervals, and exportable reports in JSON, CSV, or HTML. - CI Regression Guards: Ships real CI jobs including behavioral smoke tests, a tool-description discoverability audit with monotone-decreasing baselines, and Ed25519-signed witness manifests verifying documented fixes remain in dist builds. - Automatic Rollback: Reverts failed changes via git with selective file rollback, dry-run previews, and automatic backups. - Use Case: A team adds a pre-commit hook that runs verification with a 0.95 threshold; any commit scoring below the threshold is rejected and rolled back before it reaches the repository. ## Quick Start Run a verification check on my current project and show me the truth score dashboard with any files below the 0.95 threshold.

Frequently Asked Questions about Verification & Quality Assurance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a code verification check with a custom threshold?▼

Run npx ruflo@alpha verify check with the --threshold flag, for example --threshold 0.98 for stricter gating. You can target a single file with --file, a directory with --directory, or a specific task with --task.

How do I integrate verification into GitHub Actions CI?▼

Add a step that runs npx ruflo@alpha verify check --json and parse the overallScore field with jq. Fail the job when the score falls below your threshold, and upload the JSON report as a build artifact.

What is the witness manifest in the verification system?▼

The witness manifest is an Ed25519-signed, per-OS bundle that confirms every documented fix's load-bearing marker still exists in the dist build. It runs as the witness-verify CI job on ubuntu, macos, and windows.

Does automatic rollback work without git?▼

No, rollback features require a git repository since reversion is git-based. Options include rolling back to the last good state, a specific commit, or selective file-only rollback with automatic backup.

Why is my truth score low and how do I diagnose it?▼

Run npx ruflo@alpha truth --verbose --threshold 0.0 to see the full breakdown across correctness, security, performance, documentation, and best practices. You can also filter by agent with --agent to isolate underperforming tasks.

Which parts of the verification system are actually shipped versus aspirational?▼

The shipped layer is the CI guard stack: six regression-guard jobs, the witness manifest, and the tool-discoverability audit. The truth-scoring dashboard, auto-rollback, and WebSocket monitoring are partially implemented and partly design-stage.

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