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Brainfile QA Pipeline

Automate post-delivery QA for Brainfile tasks with contract validation and final verdicts.

7|Updated Nov 20, 2025
Search Tags:#automation#qa#pipeline#task-management#contract-validation#brainfile#subtask-updates
One-click install
npx skills add https://github.com/brainfile/protocol --skill brainfile-qa-pipeline
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Brainfile QA Pipeline
Source: https://github.com/brainfile/protocol/tree/main/skills/brainfile-qa-pipeline
Command: npx skills add https://github.com/brainfile/protocol --skill brainfile-qa-pipeline

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brainfile QA Pipeline standardizes post-delivery QA for Brainfile tasks, ensuring contract validation, complexity assessment, and criteria alignment are performed consistently before completion.

Core Features & Use Cases

  • Automated contract validation runs checks to verify a delivered task meets contract requirements.
  • Pragmatist and Karen reviews provide structured assessments of complexity and spec alignment, with explicit feedback.
  • Subtask updates and final verdict automatically update task subtasks and produce a clear pass/fail decision, with rework guidance.

Quick Start

Invoke the QA workflow on a delivered Brainfile task to validate the delivery and produce a final verdict.

Frequently Asked Questions about Brainfile QA Pipeline

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

FAQPage Schema
How do I automate post-delivery QA validation for delivered tasks?▼

To automate post-delivery QA validation, you can run a workflow that loads task context, executes contract validation, performs spec assessments, and updates subtasks with a final pass or fail verdict.

What is contract validation in a task management QA pipeline?▼

Contract validation in a QA pipeline runs automated checks to verify that a delivered task meets predefined contract requirements and acceptance criteria before completion.

How do I produce a final pass/fail verdict for completed task deliveries?▼

You can produce a final verdict by running structured complexity and spec alignment reviews, which evaluate the delivery and output a clear pass or fail decision with rework guidance.

Does the Brainfile QA Pipeline automatically update task subtasks during review?▼

Yes, the QA pipeline automatically updates task subtasks and logs during the workflow, ensuring complexity assessment and criteria alignment results are recorded before finalizing the decision.

What are the limitations of using automated reviews for spec alignment?▼

Automated reviews provide structured complexity and spec alignment feedback, but limitations arise when delivered tasks require subjective evaluation beyond the explicit contract requirements and acceptance criteria.

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