Feat: Add Active Memory recall plugin (openclaw#63286)

* Refine plugin debug plumbing

* Tighten plugin debug handling

* Reduce active memory overhead

* Abort active memory sidecar on timeout

* Rename active memory blocking subagent wording

* Fix active memory cache and recall selection

* Preserve active memory session scope

* Sanitize recalled context before retrieval

* Add active memory changelog entry

* Harden active memory debug and transcript handling

* Add active memory policy config

* Raise active memory timeout default

* Keep usage footer on primary reply

* Clear stale active memory status lines

* Match legacy active memory status prefixes

* Preserve numeric active memory bullets

* Reuse canonical session keys for active memory

* Let active memory subagent decide relevance

* Refine active memory plugin summary flow

* Fix active memory main-session DM detection

* Trim active memory summaries at word boundaries

* Add active memory prompt styles

* Fix active memory stale status cleanup

* Rename active memory subagent wording

* Add active memory prompt and thinking overrides

* Remove active memory legacy status compat

* Resolve active memory session id status

* Add active memory session toggle

* Add active memory global toggle

* Fix active memory toggle state handling

* Harden active memory transcript persistence

* Fix active memory chat type gating

* Scope active memory transcripts by agent

* Show plugin debug before replies

Author: Takhoffman

CHANGELOG.md

@@ -6,6 +6,7 @@ Docs: https://docs.openclaw.ai
 
 ### Changes
 
+- Memory/Active Memory: add a new optional Active Memory plugin that gives OpenClaw a dedicated memory sub-agent right before the main reply, so ongoing chats can automatically pull in relevant preferences, context, and past details without making users remember to manually say "remember this" or "search memory" first. Includes configurable message/recent/full context modes, live `/verbose` inspection, advanced prompt/thinking overrides for tuning, and opt-in transcript persistence for debugging.
 - macOS/Talk: add an experimental local MLX speech provider for Talk Mode, with explicit provider selection, local utterance playback, interruption handling, and system-voice fallback. (#63539) Thanks @ImLukeF.
 - Docs i18n: chunk raw doc translation, reject truncated tagged outputs, avoid ambiguous body-only wrapper unwrapping, and recover from terminated Pi translation sessions without changing the default `openai/gpt-5.4` path. (#62969, #63808) Thanks @hxy91819.