AI iteration popup

Add a unified AI iteration popup across the five plugins — Completion Preset Assistant, Memory Graph schema, agent orchestrator, character editor, and CardApp Studio — letting the AI rework the draft right inside the popup, with split-pane live preview, multi-round dialogue, per-message tool-call visibility toggle, regenerate and rollback, inline apply with diff, auto-continue keyed to whether the AI is still calling tools, lorebook read tools, and an extension-settings entry for viewing and editing each popup's AI system prompt.

Documentation

Rewrite a large batch of docs covering orchestrator notes, the iteration-studio framework dev guide, and the new memory-graph API chapters, with terminology unified and CJK punctuation normalized.
Add per-page social-card metadata to every page on the docs site.
Round out localization for the admin panel and the AI iteration popups.

Redesign orchestrator notes as an author-voice plot-thread tracker for the AI.
Add an intent-scout sub-agent that cross-references user intent and emits lorebook-authoring directives.
Tighten director and memory-related sub-agent prompts so they coordinate better, follow field discipline, drill the right hierarchy, and now hard-fail on platform-frame leakage like meta-narration, substrate names, or "previous round" references.
Rework the character-override editing flow and drop the old AI quick-build entry.
Raise the per-task max rounds for sub-agents from 8 to 16.
Drop the hard auto-continue cap so it follows the active context scope, and persist the finalize state.

Add a memory-graph read-only API and a session-style extension API, so third-party extensions can read and write in one call with automatic version commit.
Add memory-graph write and compaction APIs, a memory-curator sub-agent, and improve the built-in extraction quality.
Improve event-summary extraction by unifying it under a 7-step reasoning template with a self-check fallback.
Tighten the memory-generation prompts to ban author-voice tails and made-up psycho-state labels, and strengthen alias collection, relation normalization, and location-state field discipline.
Adjust per-batch event policy so an event is required per batch, with default-skip only for stable-fact types.
Speed up large-graph import on mobile.
Decouple the main-context injection window from the recall candidate pool.

Extend the variable system with path-based set/delete and push/pop ops, wired through slash commands, macros, the JS API, and Studio AI.
Improve CardApp Studio file ops by batching them through a unified edit channel with per-round approval.
Add a lorebook viewer, paging, search, and a mobile tab layout to the character editor.
Let the character editor's AI tools read and write lorebook recursion fields directly.

Add an in-app announcement system that admins can publish through, with the bell auto-hidden in single-user mode and tri-lingual usage docs included.

Significantly improve chat-save reliability, fixing several intermittent message-loss, missing-event, and post-edit/delete save-conflict issues.
Add automatic request retry with per-profile retry counts, benefiting both text and image generation.
Dump in-flight requests on process exit and emit diagnostic reports on native aborts.
Show each request's upstream endpoint and key fingerprint in the request inspector, and surface the outbound wire payload alongside source messages.
Capture all console levels into the frontend log buffer regardless of debug mode, so the exported debug log is complete.
Improve the takeover flow with three explicit terminal states — committed, aborted, discarded — and a live timer plus final token count on the bubble.

Expose Claude and Gemini prompt-cache toggles in the connection profile.
Add a manual entry manager popup to the search tools for maintaining stored entries.
Allow role-scoped filtering in the advanced lorebook keyword search.
Default lazy character loading on for new users for a faster startup.
Polish preset wording in the "Model request" labels and drop legacy "Single Agent" framing.
Fix unreadable detail small-text in toast notifications on colored backgrounds.
Fix CJK button labels being stacked vertically.
Fix the preset manager left drawer losing scroll position on preset switch.
Fix the extension manager popup overriding live toggle state on refresh.
Fix backdrop bleed-through making popup content blurry while scrolling.
Fix script-set reverse proxy being overridden by the base URL.

Full Changelog: v2.2.2...v2.3.0