specflow-audit

Run a deterministic project audit and generate AUD and CHL artifacts.

2|Updated Apr 18, 2026
One-click install
npx skills add https://github.com/Longhuiberkeley/specflow --skill specflow-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: specflow-audit
Source: https://github.com/Longhuiberkeley/specflow/tree/main/.claude/skills/specflow-audit
Command: npx skills add https://github.com/Longhuiberkeley/specflow --skill specflow-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a zero-question, deterministic audit of a full project to surface health issues, compliance gaps, and readiness artifacts.

Core Features & Use Cases

  • Deterministic Core: run an automated project audit with zero questions to establish a trusted baseline.
  • Adversarial Wings (optional): run up to 16 lenses to stress-test the project and surface deeper gaps.
  • Artifact Creation: generate AUD (Audit) and CHL (Challenge) artifacts linked to the audit results.
  • Traceability & Summary: deliver a concise final summary with scope, coverage, severity, and recommended next steps.

Quick Start

Start the deterministic core by running the SpecFlow audit via your assistant's /specflow-init command.

Frequently Asked Questions about specflow-audit

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

FAQPage Schema
How do I run a deterministic project health audit without manual input?

A zero-question project health audit works by running a deterministic pipeline of cross-cutting quality checks to establish a trusted baseline. It automatically surfaces compliance gaps and readiness issues without requiring manual input or user intervention.

What are adversarial wings in software project release readiness checks?

Adversarial wings are optional stress-test lenses applied during project audits to surface deeper gaps in release readiness. You can run up to 16 distinct adversarial lenses to challenge the project beyond the deterministic baseline.

How do I generate audit and traceability artifacts for a software project?

Generate audit artifacts by creating AUD and CHL files linked directly to your audit results. These traceability artifacts ensure cross-cutting quality checks are documented and connected to the final project health summary.

Can I use uv run specflow for automated project audit pipelines?

Yes, you can use uv run specflow project-audit to execute the automated audit pipeline. This command drives the deterministic core and artifact generation processes to deliver comprehensive project health reporting.

What's the best way to surface compliance gaps in software release readiness?

The best way to surface compliance gaps is running a deterministic audit core followed by optional adversarial wings. This combination cross-checks traceability goals and stress-tests the project to reveal deep readiness issues.

Does the zero-question project audit support cross-cutting quality checks?

Yes, the zero-question project audit supports cross-cutting quality checks across software projects. It applies deterministic validation to traceability goals and artifact generation, concluding with a concise summary of scope, coverage, and severity.