ReMe Files

What's Changed

• docs: announce Studio Playground in latest updates by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/595
• chore(deps): bump openclaw/clawhub/.github/workflows/package-publish.yml from 0.23.3 to 0.24.0 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/596
• fix(agent): preserve Unicode separators in saved state by @pei711 in https://github.com/agentscope-ai/ReMe/pull/594
• fix(docs): publish OpenClaw and Hermes integration figures by @RerankerGuo in https://github.com/agentscope-ai/ReMe/pull/586
• fix(python-execute): rename the timeout parameter to survive CLI client kwargs by @RerankerGuo in https://github.com/agentscope-ai/ReMe/pull/587
• feat(auto-memory): save session images with source links by @wang-qisen in https://github.com/agentscope-ai/ReMe/pull/574
• chore(deps): bump actions/download-artifact from 8.0.1 to 8.0.2 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/607
• chore(deps): bump actions/upload-artifact from 7.0.1 to 7.0.2 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/606
• chore(deps): bump actions/setup-node from 7.0.0 to 7.1.0 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/605
• docs(skills): include image suffixes in the resource watcher list by @RerankerGuo in https://github.com/agentscope-ai/ReMe/pull/584
• chore(deps): bump the codeql group across 1 directory with 2 updates by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/573
• ci: sync AgentScope pin with QwenPaw by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/569
• docs: add bilingual multimodal memory blog and latest updates by @wang-qisen in https://github.com/agentscope-ai/ReMe/pull/601
• feat(integrations): add automatic memory plugins for Claude Code and Codex by @ployts in https://github.com/agentscope-ai/ReMe/pull/575
• fix(deps): bump agentscope to 2.0.10 for missing embedding usage by @Li-john1021 in https://github.com/agentscope-ai/ReMe/pull/613
• chore(deps): bump actions/checkout from 4 to 7 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/611
• chore(deps): bump actions/setup-python from 5 to 7 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/610
• fix(reindex): return a readable summary so Studio stops showing a placeholder by @RerankerGuo in https://github.com/agentscope-ai/ReMe/pull/565
• fix(chunker): restore malformed JSON text fallback by @baba9811 in https://github.com/agentscope-ai/ReMe/pull/557
• feat(classifier): add optional Jev component and service demo by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/619
• perf(search): prepare search filters once per query by @machaoxin0407 in https://github.com/agentscope-ai/ReMe/pull/591
• docs: recommend two-stage service usage across guides by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/620
• fix(stat): put mtime in the answer where the job description promises it by @RerankerGuo in https://github.com/agentscope-ai/ReMe/pull/566
• refactor(stat): consolidate answer tests and shorten docs by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/627
• docs(operations): explain that reindex cannot refresh stale chunks by @RerankerGuo in https://github.com/agentscope-ai/ReMe/pull/585
• fix(search): accept CLI queries that look like numbers by @Jinzhengxu in https://github.com/agentscope-ai/ReMe/pull/612
• fix(dsh): support 0.2.0 RC and current Harness settings by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/629
• feat(token counter): add Qwen token counting utility with fallback by @xyf2020 in https://github.com/agentscope-ai/ReMe/pull/616
• fix(auto-dream): checkpoint scanned source versions by @junnhwan in https://github.com/agentscope-ai/ReMe/pull/618
• fix(agent_wrapper): release Codex threads after each turn by @celanwang in https://github.com/agentscope-ai/ReMe/pull/621
• fix(codex): retain tool constraints until threads unload by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/630
• chore: release 0.4.2.0 and simplify publishing workflows by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/631
• fix(chunker): treat default file chunks as plain text by @cangen185-sudo in https://github.com/agentscope-ai/ReMe/pull/624
• fix(auto-memory): serialize session transcript writes per session by @celanwang in https://github.com/agentscope-ai/ReMe/pull/633
• feat(docker): Add Docker benchmark sandbox and pooled runner by @xyf2020 in https://github.com/agentscope-ai/ReMe/pull/608
• fix(index): add opt-in watcher thread isolation by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/635
• fix(search): clarify score thresholds and warn above hybrid bound by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/642
• refactor: generalize decision models and add recoverable context compaction by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/626
• fix(bm25): preserve the index when batch tokenization fails by @david-dev666 in https://github.com/agentscope-ai/ReMe/pull/637
• chore(deps): bump the codeql group with 2 updates by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/638
• feat(decision): allow hosts to inject owned JEV model instances by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/652
• fix(auto-dream): validate extraction before checkpointing inputs by @iluv7 in https://github.com/agentscope-ai/ReMe/pull/649
• docs: add MemLens-256K results to the multimodal memory blog by @wang-qisen in https://github.com/agentscope-ai/ReMe/pull/639
• fix(embedding): keep one bad item from dropping its whole batch by @BeiMu-new in https://github.com/agentscope-ai/ReMe/pull/579
• fix(dsh): recover memory backlogs and protect endpoint credentials by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/653
• refactor(embedding): simplify retry results and error classification by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/656
• fix(dsh): preserve outbox order and redact whitespace in credentials by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/657
• fix(auto-dream): preserve retries after invalid integration receipts by @iluv7 in https://github.com/agentscope-ai/ReMe/pull/654
• refactor: simplify core, Studio, and unit test scaffolding by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/658
• fix(embedding): recover over-limit items with a bounded input-shortening retry by @BeiMu-new in https://github.com/agentscope-ai/ReMe/pull/655
• refactor: simplify async tests and shared response rendering by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/662
• fix(search): explain empty results in metadata by @flyl1u in https://github.com/agentscope-ai/ReMe/pull/647
• chore(deps): bump pypa/gh-action-pypi-publish from 1.14.2 to 1.14.3 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/677
• chore(deps): bump docker/login-action from 4.6.0 to 4.7.0 by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/676
• chore(deps): bump the codeql group with 2 updates by @dependabot[bot] in https://github.com/agentscope-ai/ReMe/pull/675
• fix(memory): preserve file consistency and decision client lifecycle by @jinliyl in https://github.com/agentscope-ai/ReMe/pull/672

New Contributors

• @pei711 made their first contribution in https://github.com/agentscope-ai/ReMe/pull/594
• @Li-john1021 made their first contribution in https://github.com/agentscope-ai/ReMe/pull/613
• @baba9811 made their first contribution in https://github.com/agentscope-ai/ReMe/pull/557
• @Jinzhengxu made their first contribution in https://github.com/agentscope-ai/ReMe/pull/612
• @junnhwan made their first contribution in https://github.com/agentscope-ai/ReMe/pull/618
• @celanwang made their first contribution in https://github.com/agentscope-ai/ReMe/pull/621
• @cangen185-sudo made their first contribution in https://github.com/agentscope-ai/ReMe/pull/624
• @david-dev666 made their first contribution in https://github.com/agentscope-ai/ReMe/pull/637
• @BeiMu-new made their first contribution in https://github.com/agentscope-ai/ReMe/pull/579
• @flyl1u made their first contribution in https://github.com/agentscope-ai/ReMe/pull/647

Full Changelog: https://github.com/agentscope-ai/ReMe/compare/v0.4.1.13...v0.4.2.0