Verification & Quality Assurance SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
Verification & Quality Assurance from spencermarx/open-code-review is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add spencermarx/open-code-review/Verification & Quality Assurance@v2.0.0Pins v2.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- spencermarx/open-code-review
- Path
.claude/skills/verification-quality/SKILL.md- Versions recorded
- 1
- Latest version
- v2.0.0, committed Mar 4, 2026
- Size
- 16,032 bytes
- Repository stars
- 382
- License
- Apache-2.0
Comprehensive truth scoring, code quality verification, and automatic rollback system with 0.95 accuracy threshold for ensuring high-quality agent outputs and codebase reliability.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 ## Prerequisites - Claude Flow installed (`npx claude-flow@alpha`) - Git repository (for rollback features) - Node.js 18+ (for dashboard features) ## Quick Start ```bash # View current truth scores npx claude-flow@alpha truth # Run verification check npx claude-flow@alpha verify check # Verify specific file with custom threshold npx claude-flow@alpha verify check --file src/app.js --threshold 0.98 …
Read the whole file at its exact version.
How to install
mdr add spencermarx/open-code-review/Verification & Quality Assurance@sha256:afde8a69eb5735efThe line at the top of this page pins the label v2.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_oc2egmbi6vrtfjwt)
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Versions
The registry has recorded 1 version of this file, committed on Mar 4, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16032 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
spencermarx/open-code-review · 382 stars · license Apache-2.0 · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_oc2egmbi6vrtfjwt GET https://markdownregistry.com/api/v1/resolve?ref=spencermarx/open-code-review/Verification & Quality Assurance GET https://markdownregistry.com/api/v1/blob/afde8a69eb5735ef5250d21bcc2d6aafc8ac9f203e84d2d7f2e8fcbcdc0c1abe
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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