brain-dump-workflow

Coordinates Brain Dump ticket workflows with telemetry and MCP tooling across lifecycle stages.

7|2|Updated Jan 9, 2026

Search Tags:#workflow #mcp #telemetry #code-review #ai-assisted #ticket-management #brain-dump

Ready to run

npx skills add https://github.com/salmanrrana/brain-dump --skill brain-dump-workflow

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: brain-dump-workflow
Source: https://github.com/salmanrrana/brain-dump/tree/main/.cursor/skills/brain-dump-workflow
Command: npx skills add https://github.com/salmanrrana/brain-dump --skill brain-dump-workflow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brain Dump workflow provides a repeatable, auditable process for AI-assisted ticket implementation, ensuring consistent quality, traceability, and telemetry across the lifecycle.

Core Features & Use Cases

Structured phase flow: ready → in_progress → ai_review → human_review → done with enforced handoffs.
Stateful MCP tooling: create, update, and complete ticket work with explicit session management.
Telemetry & audits: automatic logging of tool usage, session context, and decisions for compliance.

Quick Start

Start a new Brain Dump ticket workflow by running mcp__brain-dump__workflow "start-work"({ ticketId: "<ticket-id>" }).

Frequently Asked Questions about brain-dump-workflow

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

FAQPage Schema

How do I enforce state transitions for AI-assisted ticket workflows?▼

You can enforce AI-assisted ticket workflows using a structured phase flow from ready through in_progress, ai_review, human_review, and done with explicit state handoffs. This ensures consistent quality and traceability across the ticket lifecycle.

How do I record telemetry for AI-assisted code review sessions?▼

Record telemetry for AI-assisted code reviews by enabling automatic logging of tool usage, session context, and decisions during the workflow. This provides detailed audit trails for compliance and review analysis.

What is the best way to manage MCP tooling sessions for ticket implementation?▼

Manage MCP tooling sessions for ticket implementation using stateful operations to create, update, and complete work with explicit session management. This allows continuous tracking of AI-assisted development tasks.

Can I generate automated demos during a ticket workflow lifecycle?▼

Yes, you can generate automated demos during the ticket workflow lifecycle. The workflow supports automated demo generation alongside state transitions and telemetry recording across the entire development process.

How do I start a new ticket workflow with MCP tooling?▼

Start a new ticket workflow with MCP tooling by invoking the start-work command with a specific ticket identifier. This initializes the session management and telemetry recording for the development task.

Why do I need telemetry and audits for AI-assisted development tasks?▼

Telemetry and audits for AI-assisted development tasks provide a repeatable and auditable process for ticket implementation. They ensure consistent quality, traceability, and compliance across the entire workflow lifecycle.