Add TASK_MEMORY.md for task tracking

Author: abrookins

TASK_MEMORY.md

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+# Task Memory
+
+**Created:** 2025-06-13 16:26:51
+**Branch:** feature/write-a-new
+
+## Requirements
+
+Write a new CHANGELOG.md file. Include two versions: 0.0.1, whose description says basically, 'Initial release: basic short-term and long-term memory.' Then 0.9.0, which should act like a diff between that initial release and the latest set of features. It doesn't have to be perfect: mention stabilized APIs and concepts, with 'short-term' memory changing to 'working memory.' Detail the ability of clients to use working and long-term memory as tools (for the LLM) with the client SDK. Detail the availability of a REST and MCP API. Explain the new flow of memory into working memory that is then moved in the background to long-term memory. Detail the ability of working memory to contain arbitrary JSON data in addition to the memory structure. And anythin gelse interesting from the docs.
+
+## Development Notes
+
+*Update this section as you work on the task. Include:*
+- *Progress updates*
+- *Key decisions made*
+- *Challenges encountered*
+- *Solutions implemented*
+- *Files modified*
+- *Testing notes*
+
+### Work Log
+
+- [2025-06-13 16:26:51] Task setup completed, TASK_MEMORY.md created
+
+---
+
+*This file serves as your working memory for this task. Keep it updated as you progress through the implementation.*