v2.0.0-beta.0

2.0.0-beta.0 (2026-07-23)

Features

• blob: ingest rich documents (PDF/Office/HTML) via MarkItDown (#447) (1e16341)
• Codex session-bridging pipeline and scheduled-task skill (#477) (1a8edb5)
• doctor: diagnose proxy hijacking instead of printing a bare 502 (7c41eec)
• env: config.env carries NO_PROXY; MEMU_HTTP_PROXY works from the file (5265945)
• from memory item/category to tracked entry/file for workspace memorization (ADR 0006) (#456) (68877da)
• hermes: install retrieval as a skill (#536) (8766d3d)
• hosts: add Claude Code, Cursor, OpenClaw, and Hermes host adapters (#494) (24d1b3b)
• hosts: add memu-agent, a generic adapter for any other agent (#496) (e46a1f0)
• hosts: agent-driven uninstall — remove-instruction, docs uninstall, per-host guides (#509) (f51673e)
• hosts: install retrieval as a skill on Codex and Claude Code (#535) (2ed480e)
• layered, track-aware workspace memorize & retrieve (#466) (094e22f)
• llm,vlm: multi-provider LLM gateway, modular preprocessing, and VLM package (#442) (6f1b0bc)
• memory_fs: workspace memorize + markdown memory file system (#439) (1b1ad61)
• memu CLI, npm launcher, and agent skills for the workspace pair (#467) (c861974)
• npm: point the launcher at the memu-cli PyPI channel (#483) (5056389)
• openclaw: install retrieval as a skill (#537) (3cef5ae)
• preprocess: classify audio type and add an overview on ingest (#448) (f7601da)
• vlm,preprocess: native whole-video understanding via OpenRouter (#450) (1de5784)

Bug Fixes

• app: unpack the (vectors, raw_response) tuple embed() returns (#504) (9b2a70c)
• bridging: advance the cursor and snapshot at commit, not prepare (#531) (0ceaa19)
• ci: sort workbuddy cli imports so make check passes (#522) (151298c)
• cli: force UTF-8 stdio so piped output survives non-UTF-8 Windows code pages (#513) (b521453)
• codex: drop harness-injected user records from the conversation seam (#511) (c827157)
• embedding: never route loopback embedding calls through a proxy (#519) (df6cfba)
• handle multiple root-level XML elements from non-conformant LLMs (#409) (fed42b6)
• hermes: escape the state.db path when building the SQLite URI (#503) (3135132)
• llm/vlm: correct OpenAI token-limit param and simplify conversation preprocess (#449) (ff3c2be)
• make lazyllm an optional dependency (fixes #373) (#402) (7652982)
• memory_fs: restore LLM-free skill bypass and unify synthesis paths (#444) (bc13bd4)
• openclaw: scan only main session transcripts, not trajectory/checkpoint sidecars (0245de9)
• optimize category initialization to avoid unnecessary embedding (#388) (a92f266)
• remove broken memu-server entry point (fixes #354) (#398) (0672b56)
• remove duplicate document text from preprocess prompt (#420) (44aa5ff)
• remove stale memu-server script entry point (fixes #393) (#403) (c5fe493)
• resolve SQLite embedding TypeError by using sa_column=False (#401) (7e198f3)
• return empty list for non-positive top_k in cosine_topk (#423) (39023a8)
• tests: pin UTF-8 on test file I/O so the suite passes on non-UTF-8-locale Windows (#501) (dda515a)

Documentation

• add ADR 0008 — trajectory as the source, hooks over API (#476) (ff90dac)
• add INSTALL-LATEST.md and register the WorkBuddy adapter (#527) (4871c55)
• add SKILL.md, one routing entry point for agent-driven install (#497) (bf7aaf3)
• add the architecture image the README references (#492) (c07b905)
• add under-construction notice, stabilizing ~July 15 (#472) (6426ff0)
• ADR 0007 — drop the graph, retrieval is hybrid (embedding + BM25) (#464) (3dd7d5c)
• ADR 0007 — invert L1/L2 (L1 = coarse doc, L2 = item slices) (#465) (0afbcc5)
• ADR 0007 — replace the explicit item graph with entity linking (#463) (0bd3c77)
• ADR 0007 — three independent memory lines on a layered wiki-graph kernel (#461) (a6cf62e)
• align architecture.md and READMEs with ADR 0006 data model (#460) (8062b91)
• consolidate agent skills into one memu SKILL.md, link it atop README (#469) (6f0ae82)
• drop the API and CLI reference sections from the README (#489) (94a1111)
• expand the README; rename provider var to MEMU_EMBED_PROVIDER (#486) (96da89b)
• focus readme on workspace APIs (9241f31)
• grok: fix MemoryService initialization example (#405) (96e693a)
• highlight self-evolving skills in README and description (#452) (fb68d22)
• hosts: bind the session cursor's lifecycle to the store's (75959a6)
• hosts: correct the Claude Code multi-block claim and pin it with tests (#502) (5995e05)
• hosts: default bridging schedule to hourly (#516) (c1046bb)
• hosts: name the OS system-wide proxy as a 502 source (#523) (2b79803)
• hosts: no-key local fallback hint; default bridging schedule to cron (#508) (d155c48)
• hosts: scheduled runs drain leftover jobs first; config repairs stay at the connection layer (9195d14)
• hosts: the scheduler's PATH is not your shell's — fix and honest verify for the bridging guides (#530) (19302d2)
• lead the README with the one-message agent-driven install (#498) (aae3d44)
• make the workspace pair primary, mark memorize/retrieve as legacy (#470) (6f3c1be)
• never fall back to legacy memorize/retrieve (#471) (28ee09d)
• pitch memU as a 500-line memory system (#488) (2a8f8b3)
• point the README at the memu-cli package (#491) (9ceea5b)
• readme: readme accuracy updates (#430) (5f17725)
• readme: reframe intro around MEMORY.md, SKILL.md, and INDEX.md (#434) (ca0c755)
• readme: reframe README around file-system-as-memory narrative (#432) (cd8150a)
• readme: reframe README around workspace-runtime narrative (#438) (7c104b1)
• readme: sync translated READMEs to file-system-as-memory narrative (#433) (f4e82ce)
• refine ADR 0007 with the L0/L1/L2 layer model (#462) (6456c35)
• Refine OpenClaw reference and feature descriptions (#410) (707b80e)
• refine README memory filesystem positioning (#429) (dda0374)
• refine README positioning around personal memory as files (#455) (88982d3)
• reframe README and description around personal-information memory (#451) (6b5b11c)
• refresh memory diagrams (#473) (0d8770f)
• retitle around file-based memory and trim README (#453) (2c1cc86)
• rewrite README — raw data → memory → agent (#426) (c2a2aac)
• swap the tagline to lead with Across Agents (#490) (6e0fc06)
• tagline across sessions/agents/devices, lowercase memU in banner alt (#515) (1f4f831)
• tighten the README intro to two sentences (#487) (da160f2)

Miscellaneous Chores

• release 2.0.0-beta.0 (#541) (3dc60ce)