Write or overwrite a memory entry as a Markdown file with YAML frontmatter.

Read a memory entry by key and folder.

Case-insensitive keyword search across memory titles and contents.

List all tags used in the current workspace.

List memory entries in the workspace, sorted by most recently updated.

Delete a memory entry by key and folder.

Move a memory entry to another folder, optionally renaming it.

Load older conversation rounds from the active wire.jsonl, summarized, before a given turn id.

Search conversation rounds across all workspace session wires by keywords and optional date range. Default detail: 'normal' keeps output within ~6000 chars. Use detail: 'compact' for a quick overview (no match text, no cluster members). Use detail: 'full' when you need full match text and all cluster members.

List saved search views. Each view records the clusters discovered by a previous search_context call. Use these views as candidate sets before creating or extending a theme.

Delete a saved search view. Set deleteRefinedTurns to true to also remove the refined turns referenced by this view (useful for purging low-quality refined data).

Load the full detailed content of specific conversation turns by sessionId and turnId.

仔细分析 turn 内容与 theme 确定相关后，将 turn 挂载到 theme。禁止仅凭关键词匹配挂载；必须确认内容 genuinely belongs to the theme 才可关联。如果 theme 不存在会自动创建。

Trace the evolution of a theme across sessions and memories. Returns associated turns and memories sorted by time.

List all theme identifiers stored in the current workspace.

Delete a theme association file. This does not delete the refined turns or memories referenced by the theme.

Read a session wire.jsonl and generate Refined Turn Summaries. Output is written to refined/.jsonl.

Return the current cwd, workspace id and store path.

Opens the memory dashboard in the default browser. Starts the dashboard server if it is not already running.

Two-stage workspace memory organizer. Empty call returns existing essence + pending memory files + rules. Call with content to store the organized essence.md.

Reconciles index.json with the filesystem. Empty call scans and reports mismatches. Call with folderComments to set folder descriptions.

Session bootstrap: loads workspace context, essence, notes refs, and a memory index tree with recent changes marked [new].