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Verification & Quality Assurance

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

Updated Aug 18, 2026
Search Tags:#code quality#ci/cd#monitoring#rollback#verification#truth scoring#regression testing
One-click install
npx skills add https://github.com/wandreandrade2018-maker/claude-config --skill verification-quality-assurance-wandreandrade2018-maker
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Verification & Quality Assurance
Source: https://github.com/wandreandrade2018-maker/claude-config/tree/main/.claude/skills/verification-quality
Command: npx skills add https://github.com/wandreandrade2018-maker/claude-config --skill verification-quality-assurance-wandreandrade2018-maker

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 only surfaces later in production. This Skill provides a verification layer that scores output reliability, runs regression guards in CI, and rolls back changes that fail a configurable quality threshold. ## Core Features & Use Cases - Truth Scoring: Computes 0.0-1.0 reliability metrics for code, agents, and tasks, with trends, confidence intervals, and table/JSON/CSV/HTML export formats. - CI Regression Guards: Ships three concrete layers — behavioral smoke tests (install, hooks, MCP protocol, memory import), a monotone-decreasing tool-description audit baseline, and Ed25519-signed witness manifests verifying documented fixes remain in dist builds. - Automatic Rollback: Reverts changes that fail verification against a configurable threshold (default 0.95), with selective, dry-run, and backup-first modes. - Use Case: A team adds a new MCP tool and pushes; the tool-descriptions audit fails CI because the description lacks usage guidance, and the witness verifier confirms all previously documented fixes are still present before publish. ## Quick Start Run a verification check on my current project and show me the truth scores for the last 7 days.

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 verification check on my code?▼

Run npx ruflo@alpha verify check to verify the current directory, or pass --file or --directory to target specific paths. Add --threshold to set a custom pass score and --json for structured CI-friendly output.

What is a truth score and how is it used?▼

A truth score is a 0.0-1.0 reliability metric for code, agents, and tasks. Scores of 0.95 and above are treated as production-ready, while scores below 0.75 are flagged as critical and can trigger automatic rollback.

How do I integrate verification into GitHub Actions?▼

Run npx ruflo@alpha verify check --json in a workflow step, parse the overallScore field with jq, and fail the job if it falls below your threshold. The JSON report can be uploaded as a build artifact.

Does the verification system support automatic rollback?▼

Yes, failed changes can be reverted with verify rollback --last-good, --to-commit, or --selective to preserve passing files. A --dry-run flag previews the rollback, and backups are created automatically before reverting.

What are the limitations of the truth scoring dashboard?▼

The documentation notes the truth-scoring, auto-rollback, and WebSocket dashboard surface is only partly shipped; the authoritative current state is the CI guards section. The shipped layer covers smoke tests, the tool-description audit, and witness verification.

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