planning-with-files

You can track complex project tasks using markdown files by implementing a file-based planning system that stores context on disk. This approach creates persistent working memory, facilitating structured workflows and organization across multiple tool calls.

Session recovery for task management automatically restores your working state after a context clear. It reads the persistent markdown task plans stored on disk, ensuring continuity of your multi-step work without losing prior progress.

Yes, you need Python installed along with specific script execution permissions to utilize this markdown file-based project organization system. These dependencies are required to run the initialization scripts and enforce plan integrity.

The best way to prevent tampering with persistent task plans is to use hash attestation. This security mechanism verifies the integrity of your markdown files, ensuring the task context remains untampered with across sessions.

You should use file-based planning for complex work when managing multi-step projects or research tasks requiring organization across multiple tool calls. It leverages markdown files as persistent working memory, which is ideal for maintaining context continuity.