specflow-artifact-review

Run deterministic lint checks and structured review workflows on SpecFlow artifacts.

2|Updated Apr 18, 2026

Search Tags:#traceability #checklists #lint #artifact-review #llm-review #specflow

Ready to run

npx skills add https://github.com/Longhuiberkeley/specflow --skill specflow-artifact-review

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: specflow-artifact-review
Source: https://github.com/Longhuiberkeley/specflow/tree/main/.claude/skills/specflow-artifact-review
Command: npx skills add https://github.com/Longhuiberkeley/specflow --skill specflow-artifact-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the validation and quality assurance of SpecFlow artifacts by running deterministic lint checks and structured review workflows.

Core Features & Use Cases

Deterministic linting via uv run specflow artifact-lint to surface schema, link, status, and acceptance criteria issues.
Guided review workflow that compiles relevant checklists, traces artifact relationships, and surfaces actionable findings.
Optional adversarial lenses (devil's advocate, premortem, etc.) to stress test artifacts and surface hidden risks.

Quick Start

Initialize the SpecFlow workflow and start automated linting with uv run specflow artifact-lint.

Frequently Asked Questions about specflow-artifact-review

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

FAQPage Schema

How do I automate SpecFlow artifact validation and lint checks?▼

Automate SpecFlow artifact validation by running the deterministic lint command to surface schema, link, status, and acceptance criteria issues across requirement, architecture, detailed-design, and story artifacts.

What is the guided review workflow for SpecFlow artifacts?▼

The guided review workflow compiles relevant checklists, traces artifact relationships, and surfaces actionable findings using local tooling and the .specflow directory structure to orchestrate references and learned patterns.

Can I stress test requirement and design artifacts to surface hidden risks?▼

Yes, you can stress test artifacts using optional adversarial lenses like devil's advocate and premortem to surface hidden risks and evaluate the robustness of requirement and detailed-design documents.

How do I trace status relationships across SpecFlow artifacts?▼

Trace status relationships across SpecFlow artifacts by running lint checks and structured review workflows that reference local tooling to map dependencies and validate acceptance criteria.

Do I need a specific directory structure to run SpecFlow artifact reviews?▼

Yes, the review workflow relies on the local .specflow directory structure to orchestrate checks, manage references, and apply learned patterns during artifact linting and status tracing.