Ghost of Developers Past: A Way Back Into Unfinished Projects

Description and use

Ghost of Developers Past assists developers in resuming unfinished projects by providing context, identifying incomplete work, and proposing actionable next steps.

Problem

Developers often abandon projects and later struggle to resume them due to lost context, unclear startup instructions, and unfinished code.

Outcome

The workbench enables developers to quickly understand unfinished projects, identify inconsistencies (e.g., README vs. entry file), and create a structured restart plan, improving productivity and reducing rework.

Workflow

• Choose an unfinished project folder
• Review prepared files and their highlights
• Speak or type a goal for the project
• Generate a restart plan via the assistant
• Answer follow-up questions or request changes
• Save the plan as Markdown or PDF
• Clear session when finished

Evidence

Choose an unfinished project's folder, review the prepared files, and describe what you want to accomplish.

Source

Gemma explains what the project does, identifies implemented and unfinished work, and proposes three practical next steps.

Source

The example has a useful contradiction to investigate: its README recommends python main.py, while the supplied entry file is app.py.

Source