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fix(agents): stop dropping self-paired tool messages during sanitation#5792

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qbc2016 merged 2 commits into
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Osamaali313:fix/self-paired-tool-message-drop
Jul 8, 2026
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fix(agents): stop dropping self-paired tool messages during sanitation#5792
qbc2016 merged 2 commits into
agentscope-ai:mainfrom
Osamaali313:fix/self-paired-tool-message-drop

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@Osamaali313

@Osamaali313 Osamaali313 commented Jul 5, 2026

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Description

When a model request contains an unpaired tool block, _sanitize_tool_messages runs _reorder_tool_results + _remove_unpaired_tool_messages to repair ordering/pairing. In that path, a valid AgentScope 2.0 self-paired assistant message — one that carries its own tool_call and matching tool_result in the same Msg ([text, tool_call, tool_result]) — was silently dropped, losing the text and the whole turn from the request sent to the model.

Root cause (two functions):

  • _reorder_tool_results treated every result-bearing message as a movable result-carrier, skipping it to re-insert after a tool_call in another message; for a self-paired message the call is in the same (skipped) message, so it was never re-inserted.
  • _remove_unpaired_tool_messages only scanned following messages for a tool_call's results, so a self-paired message's own tool_result never satisfied its own use and the message was judged unpaired.

Fix: keep messages that carry their own tool_call in place during reordering; satisfy a message's tool_calls from its own tool_results first (and don't consume a following self-paired message as a result provider); and let a message's own tool_calls pair its own tool_results in the final sweep.

Type of Change

  • Bug fix (non-breaking change which fixes an issue)

Component(s) Affected

  • Core (src/qwenpaw/agents/utils/tool_message_utils.py)
  • Tests

Checklist

  • Run and pass pre-commit run --all-files (on the changed files — see evidence)
  • Run and pass relevant tests (pytest)
  • No documentation change needed (internal sanitation helper)

Testing

Added TestSanitizeToolMessages::test_self_paired_message_kept_when_another_block_unpaired: a batch with an unrelated unpaired tool_call plus a valid self-paired [text, tool_call, tool_result] message. Before the fix the self-paired message is dropped; after, it is preserved (and the unpaired orphan is still removed). Classic separate tool_call/tool_result pairs, result-before-call reordering, and orphan removal remain unchanged.

Local Verification Evidence

$ pre-commit run --files src/qwenpaw/agents/utils/tool_message_utils.py tests/unit/agents/utils/test_tool_message_utils.py
check python ast.........................................................Passed
check docstring is first.................................................Passed
fix python encoding pragma...............................................Passed
detect private key.......................................................Passed
trim trailing whitespace.................................................Passed
Add trailing commas......................................................Passed
mypy.....................................................................Passed
black....................................................................Passed
flake8...................................................................Passed
pylint...................................................................Passed
(yaml/xml/toml/json/prettier: no matching files -> Skipped)
$ pytest tests/unit/agents/utils/test_tool_message_utils.py tests/unit/agents/test_message_request_normalizer.py -q
71 passed

When a request contains an unpaired tool block (which triggers
_sanitize_tool_messages to repair ordering/pairing), any valid
AgentScope 2.0 "self-paired" assistant message -- one that carries its
own tool_call and matching tool_result in the same Msg
([text, tool_call, tool_result]) -- was silently deleted, losing the
text and the whole turn from the model request.

Two causes:
- _reorder_tool_results treated every result-bearing message as a
  movable result carrier, skipping it and expecting to re-insert it after
  a tool_call in another message; for a self-paired message the call is in
  the same (skipped) message, so it was never re-inserted.
- _remove_unpaired_tool_messages only scanned *following* messages for a
  tool_call's results, so a self-paired message's own result never
  satisfied its own use and the message was treated as unpaired.

Fix: keep messages that carry their own tool_call in place during
reordering, satisfy a message's tool_calls from its own tool_results
first (and don't consume a following self-paired message as a result
provider), and let a message's own tool_calls pair its own tool_results
in the final unpaired-result sweep. Adds a regression test.
Copilot AI review requested due to automatic review settings July 5, 2026 21:11
@github-project-automation github-project-automation Bot moved this to Todo in QwenPaw Jul 5, 2026

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Copilot was unable to review this pull request because the user who requested the review has reached their quota limit.

@github-actions github-actions Bot added the first-time-contributor PR created by a first time contributor label Jul 5, 2026
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github-actions Bot commented Jul 5, 2026

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Welcome to QwenPaw! 🐾

Hi @Osamaali313, thank you for your first Pull Request! 🎉

📋 About PR Template

To help maintainers review your PR faster, please make sure to include:

  • Description - What this PR does and why
  • Type of Change - Bug fix / Feature / Breaking change / Documentation / Refactoring
  • Component(s) Affected - Core / Console / Channels / Skills / CLI / Documentation / Tests / CI/CD / Scripts
  • Checklist:
    • Run and pass pre-commit run --all-files
    • Run and pass relevant tests (pytest or as applicable)
    • Update documentation if needed
  • Testing - How to test these changes
  • Local Verification Evidence:
    pre-commit run --all-files
    # paste summary result
    
    pytest
    # paste summary result

Complete PR information helps speed up the review process. You can edit the PR description to add these details.

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The explanatory comment in _reorder_tool_results exceeded the 79-char
limit; rewrap it. No behavior change.
@Osamaali313
Osamaali313 temporarily deployed to maintainer-approved July 8, 2026 06:25 — with GitHub Actions Inactive

@qbc2016 qbc2016 left a comment

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LGTM.

@qbc2016
qbc2016 merged commit c1ff7bc into agentscope-ai:main Jul 8, 2026
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@github-project-automation github-project-automation Bot moved this from Todo to Done in QwenPaw Jul 8, 2026
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Welcome to QwenPaw! 🎉

Thank you @Osamaali313 for your first contribution! Your PR has been merged. 🚀

We'd love to give you a shout-out in our release notes! If you're comfortable sharing, please reply to this comment with your social media handles using the format below:

discord: your_discord_handle
x: your_x_handle
xiaohongshu: your_xiaohongshu_id

Note: Only share what you're comfortable with — all fields are optional.

Thanks again for helping make QwenPaw better!

AIArbHub added a commit to AIArbHub/QwenPaw that referenced this pull request Jul 8, 2026
commit e936dd4
Author: Qin Xiaoming <xiaoming.qxm@gmail.com>
Date:   Wed Jul 8 21:21:25 2026 +0800

    fix(mcp): apply runtime approval level to driver policy (agentscope-ai#5864)

    Co-authored-by: Xiaoming Qin <xiaoming.qxm@alibaba-inc.com>

commit adceab9
Author: lalaliat <78087788+lalaliat@users.noreply.github.com>
Date:   Wed Jul 8 17:36:13 2026 +0800

    feat(cron): add tool safety toggle for cron jobs to control approval … (agentscope-ai#5847)

commit 717aa4d
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Wed Jul 8 16:35:14 2026 +0800

    feat(console): enhance approval card UI and UX (agentscope-ai#5855)

commit 2cf61c5
Author: Keefe Wong <595751021@qq.com>
Date:   Wed Jul 8 16:21:45 2026 +0800

    feat(console): enable long text upload (agentscope-ai#5854)

commit 691724c
Author: qbc <qianbingchen.qbc@alibaba-inc.com>
Date:   Wed Jul 8 15:19:23 2026 +0800

    fix(runtime): persist interrupted turn state and suppress empty cancel messages (agentscope-ai#5838)

commit 1178097
Author: zhijianma <zhijian.mzj@alibaba-inc.com>
Date:   Wed Jul 8 15:18:50 2026 +0800

    Revert "feat(console): enable long text upload regression config and optimize message rendering (agentscope-ai#5845)" (agentscope-ai#5851)

commit 5d335fe
Author: hehuang139 <ox48@qq.com>
Date:   Wed Jul 8 14:58:03 2026 +0800

    fix(providers): retry streaming OpenAI APIError with body status codes (agentscope-ai#5799)

commit c1ff7bc
Author: Syed Osama Ali Shah <86572800+Osamaali313@users.noreply.github.com>
Date:   Wed Jul 8 09:57:52 2026 +0300

    fix(agents): stop dropping self-paired tool messages during sanitation (agentscope-ai#5792)

commit a3be71b
Author: Jinglin Peng <jlpengcs@gmail.com>
Date:   Wed Jul 8 14:55:42 2026 +0800

    feat: Bundle Node runtime for ACP desktop (agentscope-ai#5814)

commit dc4f50c
Author: Keefe Wong <595751021@qq.com>
Date:   Wed Jul 8 14:17:35 2026 +0800

    feat(console): enable long text upload regression config and optimize message rendering (agentscope-ai#5845)

commit 41755a6
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Wed Jul 8 11:13:55 2026 +0800

    fix(packaging): add static project.urls for GitHub dependency graph (agentscope-ai#5839)

commit 69ff31d
Author: Irene Lin <yin.lin@alibaba-inc.com>
Date:   Tue Jul 7 19:53:00 2026 -0700

    fix(scroll): protect the active turn, add graduated pressure relief, and make recall failures unmistakable (agentscope-ai#5765)

commit 7e86404
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Tue Jul 7 19:06:30 2026 +0800

    chore(version): bump version 2.0.0b4 (agentscope-ai#5837)

commit 9dae676
Author: jinliyl <6469360+jinliyl@users.noreply.github.com>
Date:   Tue Jul 7 16:41:54 2026 +0800

    feat(memory): add usage-aware auto search and backend-specific embeddings (agentscope-ai#5820)

commit b113eea
Author: hongxicheng <1003394729@qq.com>
Date:   Tue Jul 7 16:37:40 2026 +0800

    feat(plugin): support plugin-registered custom channels with schema-driven config UI (agentscope-ai#4693)

commit bd8e8b9
Author: zhijianma <zhijian.mzj@alibaba-inc.com>
Date:   Tue Jul 7 16:26:29 2026 +0800

    feat(console, chat): remove default mode  of session approval level (agentscope-ai#5832)

commit 3dfef8a
Author: Mo xi <i@morxi.com>
Date:   Tue Jul 7 16:09:52 2026 +0800

    feat(channels): matrix Add Streaming Mode Like Discord in Matrix (agentscope-ai#5585)

commit 88b662f
Author: qbc <qianbingchen.qbc@alibaba-inc.com>
Date:   Tue Jul 7 16:00:09 2026 +0800

    fix: sanitize const Schema Field for Gemini Tool Parameters (agentscope-ai#5827)

commit ed2fe73
Author: lalaliat <78087788+lalaliat@users.noreply.github.com>
Date:   Tue Jul 7 15:59:23 2026 +0800

    fix(offloader): handle TextBlock objects in offload_tool_result (agentscope-ai#5831)

commit 6aff001
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Tue Jul 7 15:52:15 2026 +0800

    feat(coding-mode): allow selecting hidden folders in project browser (agentscope-ai#5828)

commit fc7b64e
Author: sidiluo <wb-lsd703406@alibaba-inc.com>
Date:   Tue Jul 7 15:48:15 2026 +0800

    docs (website): add new blog (agentscope-ai#5825)

commit 5d27c3e
Author: Osier-Yi <njuyaoliuyi@gmail.com>
Date:   Tue Jul 7 15:47:20 2026 +0800

    fix (plugin): pet approval bug (agentscope-ai#5830)

commit e80860c
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Tue Jul 7 11:54:04 2026 +0800

    feat(desktop): hidden 8-click logo gesture to open DevTools (agentscope-ai#5805)

commit ae36f4e
Author: jinliyl <6469360+jinliyl@users.noreply.github.com>
Date:   Tue Jul 7 11:47:31 2026 +0800

    refactor(memory): simplify auto-memory search state and context handling (agentscope-ai#5815)

commit 085d6b2
Author: lalaliat <78087788+lalaliat@users.noreply.github.com>
Date:   Mon Jul 6 18:18:47 2026 +0800

    feat(ci): add QwenPaw review bot (agentscope-ai#5736)

commit 58ad207
Author: VectorPeak <garrufariw@gmail.com>
Date:   Mon Jul 6 17:25:56 2026 +0800

    fix(console): route plugin market details through link guard (agentscope-ai#5750)

commit c872d7c
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Mon Jul 6 16:00:58 2026 +0800

    fix(providers): restore OpenRouter OAuth router dropped in Runtime 2.0 (agentscope-ai#5806)

commit 6ff2f02
Author: wangxhu <wananing@outlook.com>
Date:   Mon Jul 6 15:48:32 2026 +0800

    fix(crons): record run timestamps in job timezone (agentscope-ai#5783)

commit dd93efb
Author: hongxicheng <1003394729@qq.com>
Date:   Mon Jul 6 15:44:48 2026 +0800

    fix(yuanbao): prevent connection failures from empty api_domain and missing proto descriptors (agentscope-ai#5804)

commit 6e62383
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Mon Jul 6 15:22:57 2026 +0800

    fix(runtime): remove stale language arg from _process_memory_section call (agentscope-ai#5803)

commit c1de2ba
Author: Eric Zhu <320302+ekzhu@users.noreply.github.com>
Date:   Sun Jul 5 23:29:39 2026 -0700

    fix(runtime): respect configured workspace prompt files (agentscope-ai#5396)

commit 7a0a6bd
Author: ManJieqi <40858189+manjieqi@users.noreply.github.com>
Date:   Mon Jul 6 14:18:05 2026 +0800

    fix: add timezone.utc to datetime.fromtimestamp in AgentMdManager (agentscope-ai#5768)

commit 6769fba
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Mon Jul 6 13:55:46 2026 +0800

    chore(dep): pin ACP version to avoid breaking change (agentscope-ai#5798)

commit 91b0b16
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Mon Jul 6 13:53:50 2026 +0800

    Fix: timestamp always visible &&  Double /api prefix (agentscope-ai#5802)

commit 0bc68ed
Author: Jinglin Peng <jlpengcs@gmail.com>
Date:   Mon Jul 6 11:49:56 2026 +0800

    feat: switch desktop release to Tauri (agentscope-ai#5734)

commit cc6303a
Author: VectorPeak <garrufariw@gmail.com>
Date:   Mon Jul 6 11:48:51 2026 +0800

    fix(utils): recover JSON after leading whitespace (agentscope-ai#5766)

commit bb313ac
Author: Jinglin Peng <jlpengcs@gmail.com>
Date:   Mon Jul 6 11:31:53 2026 +0800

    fix: Include ACP modules in desktop bundle (agentscope-ai#5794)

commit 7052644
Author: y1y5 <105190237+y1y5@users.noreply.github.com>
Date:   Mon Jul 6 10:51:39 2026 +0800

    docs(plugins-migration): update v1 to v2 migration guides (agentscope-ai#5752)

    * docs(plugins-migration): update v1 to v2 migration guides

    * docs(plugins): address migration guide review comments

    * add migration guide navigation entry

commit f5b1203
Author: mi1k7 <75235876+ustc-mkh@users.noreply.github.com>
Date:   Sat Jul 4 00:28:22 2026 +0800

    feat(sandbox): implement windows native sandbox (agentscope-ai#5525)

    Co-authored-by: cuiyuebing <cuipaofu@gmail.com>

commit f69e61d
Author: wangfei010313 <wangfei01219@126.com>
Date:   Fri Jul 3 18:19:30 2026 +0800

    fix(providers): update GitHub Models to new endpoint and support fine-grained PAT (agentscope-ai#5735)

commit e228026
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Fri Jul 3 17:16:00 2026 +0800

    feat: add request timeout, retry and AbortSignal support (agentscope-ai#5764)

commit 66051e6
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Fri Jul 3 16:12:46 2026 +0800

    refactor(session list): unify session item into SessionItem component(agentscope-ai#5754)

commit 856f0ce
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Fri Jul 3 16:11:04 2026 +0800

    fix(config): make agent resilient to invalid MCP client config (agentscope-ai#5755)

commit 13af342
Author: qbc <qianbingchen.qbc@alibaba-inc.com>
Date:   Fri Jul 3 15:18:32 2026 +0800

    fix: show stream completion time instead of first-chunk time for assistant messages (agentscope-ai#5742)

commit 456cbf9
Author: sidiluo <wb-lsd703406@alibaba-inc.com>
Date:   Fri Jul 3 14:57:40 2026 +0800

    fix(website): update blog developer day collection and add blog GA tracking (agentscope-ai#5758)

commit 150c1d9
Author: yaozy2020 <88593746+yaozy2020@users.noreply.github.com>
Date:   Fri Jul 3 14:38:48 2026 +0800

    fix(console): mobile chat history panel shows empty session list (agentscope-ai#5744)

commit 65b4a04
Author: Runlin Lei <lei_runlin@163.com>
Date:   Fri Jul 3 14:34:43 2026 +0800

    refactor(skill): skill-related UI (agentscope-ai#5753)

commit f0cc70f
Author: wangfei010313 <wangfei01219@126.com>
Date:   Fri Jul 3 14:33:58 2026 +0800

    feat: add 'none' memory backend to disable long memory system (agentscope-ai#5732)

commit f0d2279
Author: Yue Cui <39703217+cuiyuebing@users.noreply.github.com>
Date:   Fri Jul 3 14:17:27 2026 +0800

    chore(version): bump version to 2.0.0b3 (agentscope-ai#5760)
@Osamaali313

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Thanks so much, and glad it landed! 🎉 Happy to be shouted out — here are the handles I'm comfortable sharing:

x: @OsamaAli_72 (https://x.com/OsamaAli_72)
github: Osamaali313 (https://github.com/Osamaali313)
linkedin: https://www.linkedin.com/in/syedosamaali72
instagram: https://www.instagram.com/osamaali_72

(No Discord/Xiaohongshu.) Thanks again — looking forward to contributing more!

AIArbHub added a commit to AIArbHub/QwenPaw that referenced this pull request Jul 9, 2026
commit b0d9d49
Author: Irene Lin <yin.lin@alibaba-inc.com>
Date:   Wed Jul 8 20:51:25 2026 -0700

    fix(scroll): anchor the live turn with a seam banner in the eviction index (agentscope-ai#5871)

commit 9c3a20e
Author: Irene Lin <yin.lin@alibaba-inc.com>
Date:   Wed Jul 8 19:34:25 2026 -0700

    fix(scroll): label un-headlined evicted spans in the eviction index (agentscope-ai#5848)

commit e936dd4
Author: Qin Xiaoming <xiaoming.qxm@gmail.com>
Date:   Wed Jul 8 21:21:25 2026 +0800

    fix(mcp): apply runtime approval level to driver policy (agentscope-ai#5864)

    Co-authored-by: Xiaoming Qin <xiaoming.qxm@alibaba-inc.com>

commit adceab9
Author: lalaliat <78087788+lalaliat@users.noreply.github.com>
Date:   Wed Jul 8 17:36:13 2026 +0800

    feat(cron): add tool safety toggle for cron jobs to control approval … (agentscope-ai#5847)

commit 717aa4d
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Wed Jul 8 16:35:14 2026 +0800

    feat(console): enhance approval card UI and UX (agentscope-ai#5855)

commit 2cf61c5
Author: Keefe Wong <595751021@qq.com>
Date:   Wed Jul 8 16:21:45 2026 +0800

    feat(console): enable long text upload (agentscope-ai#5854)

commit 691724c
Author: qbc <qianbingchen.qbc@alibaba-inc.com>
Date:   Wed Jul 8 15:19:23 2026 +0800

    fix(runtime): persist interrupted turn state and suppress empty cancel messages (agentscope-ai#5838)

commit 1178097
Author: zhijianma <zhijian.mzj@alibaba-inc.com>
Date:   Wed Jul 8 15:18:50 2026 +0800

    Revert "feat(console): enable long text upload regression config and optimize message rendering (agentscope-ai#5845)" (agentscope-ai#5851)

commit 5d335fe
Author: hehuang139 <ox48@qq.com>
Date:   Wed Jul 8 14:58:03 2026 +0800

    fix(providers): retry streaming OpenAI APIError with body status codes (agentscope-ai#5799)

commit c1ff7bc
Author: Syed Osama Ali Shah <86572800+Osamaali313@users.noreply.github.com>
Date:   Wed Jul 8 09:57:52 2026 +0300

    fix(agents): stop dropping self-paired tool messages during sanitation (agentscope-ai#5792)

commit a3be71b
Author: Jinglin Peng <jlpengcs@gmail.com>
Date:   Wed Jul 8 14:55:42 2026 +0800

    feat: Bundle Node runtime for ACP desktop (agentscope-ai#5814)

commit dc4f50c
Author: Keefe Wong <595751021@qq.com>
Date:   Wed Jul 8 14:17:35 2026 +0800

    feat(console): enable long text upload regression config and optimize message rendering (agentscope-ai#5845)

commit 41755a6
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Wed Jul 8 11:13:55 2026 +0800

    fix(packaging): add static project.urls for GitHub dependency graph (agentscope-ai#5839)

commit 69ff31d
Author: Irene Lin <yin.lin@alibaba-inc.com>
Date:   Tue Jul 7 19:53:00 2026 -0700

    fix(scroll): protect the active turn, add graduated pressure relief, and make recall failures unmistakable (agentscope-ai#5765)

commit 7e86404
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Tue Jul 7 19:06:30 2026 +0800

    chore(version): bump version 2.0.0b4 (agentscope-ai#5837)

commit 9dae676
Author: jinliyl <6469360+jinliyl@users.noreply.github.com>
Date:   Tue Jul 7 16:41:54 2026 +0800

    feat(memory): add usage-aware auto search and backend-specific embeddings (agentscope-ai#5820)

commit b113eea
Author: hongxicheng <1003394729@qq.com>
Date:   Tue Jul 7 16:37:40 2026 +0800

    feat(plugin): support plugin-registered custom channels with schema-driven config UI (agentscope-ai#4693)

commit bd8e8b9
Author: zhijianma <zhijian.mzj@alibaba-inc.com>
Date:   Tue Jul 7 16:26:29 2026 +0800

    feat(console, chat): remove default mode  of session approval level (agentscope-ai#5832)

commit 3dfef8a
Author: Mo xi <i@morxi.com>
Date:   Tue Jul 7 16:09:52 2026 +0800

    feat(channels): matrix Add Streaming Mode Like Discord in Matrix (agentscope-ai#5585)

commit 88b662f
Author: qbc <qianbingchen.qbc@alibaba-inc.com>
Date:   Tue Jul 7 16:00:09 2026 +0800

    fix: sanitize const Schema Field for Gemini Tool Parameters (agentscope-ai#5827)

commit ed2fe73
Author: lalaliat <78087788+lalaliat@users.noreply.github.com>
Date:   Tue Jul 7 15:59:23 2026 +0800

    fix(offloader): handle TextBlock objects in offload_tool_result (agentscope-ai#5831)

commit 6aff001
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Tue Jul 7 15:52:15 2026 +0800

    feat(coding-mode): allow selecting hidden folders in project browser (agentscope-ai#5828)

commit fc7b64e
Author: sidiluo <wb-lsd703406@alibaba-inc.com>
Date:   Tue Jul 7 15:48:15 2026 +0800

    docs (website): add new blog (agentscope-ai#5825)

commit 5d27c3e
Author: Osier-Yi <njuyaoliuyi@gmail.com>
Date:   Tue Jul 7 15:47:20 2026 +0800

    fix (plugin): pet approval bug (agentscope-ai#5830)

commit e80860c
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Tue Jul 7 11:54:04 2026 +0800

    feat(desktop): hidden 8-click logo gesture to open DevTools (agentscope-ai#5805)

commit ae36f4e
Author: jinliyl <6469360+jinliyl@users.noreply.github.com>
Date:   Tue Jul 7 11:47:31 2026 +0800

    refactor(memory): simplify auto-memory search state and context handling (agentscope-ai#5815)

commit 085d6b2
Author: lalaliat <78087788+lalaliat@users.noreply.github.com>
Date:   Mon Jul 6 18:18:47 2026 +0800

    feat(ci): add QwenPaw review bot (agentscope-ai#5736)

commit 58ad207
Author: VectorPeak <garrufariw@gmail.com>
Date:   Mon Jul 6 17:25:56 2026 +0800

    fix(console): route plugin market details through link guard (agentscope-ai#5750)

commit c872d7c
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Mon Jul 6 16:00:58 2026 +0800

    fix(providers): restore OpenRouter OAuth router dropped in Runtime 2.0 (agentscope-ai#5806)

commit 6ff2f02
Author: wangxhu <wananing@outlook.com>
Date:   Mon Jul 6 15:48:32 2026 +0800

    fix(crons): record run timestamps in job timezone (agentscope-ai#5783)

commit dd93efb
Author: hongxicheng <1003394729@qq.com>
Date:   Mon Jul 6 15:44:48 2026 +0800

    fix(yuanbao): prevent connection failures from empty api_domain and missing proto descriptors (agentscope-ai#5804)

commit 6e62383
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Mon Jul 6 15:22:57 2026 +0800

    fix(runtime): remove stale language arg from _process_memory_section call (agentscope-ai#5803)

commit c1de2ba
Author: Eric Zhu <320302+ekzhu@users.noreply.github.com>
Date:   Sun Jul 5 23:29:39 2026 -0700

    fix(runtime): respect configured workspace prompt files (agentscope-ai#5396)

commit 7a0a6bd
Author: ManJieqi <40858189+manjieqi@users.noreply.github.com>
Date:   Mon Jul 6 14:18:05 2026 +0800

    fix: add timezone.utc to datetime.fromtimestamp in AgentMdManager (agentscope-ai#5768)

commit 6769fba
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Mon Jul 6 13:55:46 2026 +0800

    chore(dep): pin ACP version to avoid breaking change (agentscope-ai#5798)

commit 91b0b16
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Mon Jul 6 13:53:50 2026 +0800

    Fix: timestamp always visible &&  Double /api prefix (agentscope-ai#5802)

commit 0bc68ed
Author: Jinglin Peng <jlpengcs@gmail.com>
Date:   Mon Jul 6 11:49:56 2026 +0800

    feat: switch desktop release to Tauri (agentscope-ai#5734)

commit cc6303a
Author: VectorPeak <garrufariw@gmail.com>
Date:   Mon Jul 6 11:48:51 2026 +0800

    fix(utils): recover JSON after leading whitespace (agentscope-ai#5766)

commit bb313ac
Author: Jinglin Peng <jlpengcs@gmail.com>
Date:   Mon Jul 6 11:31:53 2026 +0800

    fix: Include ACP modules in desktop bundle (agentscope-ai#5794)

commit 7052644
Author: y1y5 <105190237+y1y5@users.noreply.github.com>
Date:   Mon Jul 6 10:51:39 2026 +0800

    docs(plugins-migration): update v1 to v2 migration guides (agentscope-ai#5752)

    * docs(plugins-migration): update v1 to v2 migration guides

    * docs(plugins): address migration guide review comments

    * add migration guide navigation entry

commit f5b1203
Author: mi1k7 <75235876+ustc-mkh@users.noreply.github.com>
Date:   Sat Jul 4 00:28:22 2026 +0800

    feat(sandbox): implement windows native sandbox (agentscope-ai#5525)

    Co-authored-by: cuiyuebing <cuipaofu@gmail.com>

commit f69e61d
Author: wangfei010313 <wangfei01219@126.com>
Date:   Fri Jul 3 18:19:30 2026 +0800

    fix(providers): update GitHub Models to new endpoint and support fine-grained PAT (agentscope-ai#5735)

commit e228026
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Fri Jul 3 17:16:00 2026 +0800

    feat: add request timeout, retry and AbortSignal support (agentscope-ai#5764)

commit 66051e6
Author: zhaozhuang521 <71918264+zhaozhuang521@users.noreply.github.com>
Date:   Fri Jul 3 16:12:46 2026 +0800

    refactor(session list): unify session item into SessionItem component(agentscope-ai#5754)

commit 856f0ce
Author: Weirui Kuang <39145382+rayrayraykk@users.noreply.github.com>
Date:   Fri Jul 3 16:11:04 2026 +0800

    fix(config): make agent resilient to invalid MCP client config (agentscope-ai#5755)

commit 13af342
Author: qbc <qianbingchen.qbc@alibaba-inc.com>
Date:   Fri Jul 3 15:18:32 2026 +0800

    fix: show stream completion time instead of first-chunk time for assistant messages (agentscope-ai#5742)

commit 456cbf9
Author: sidiluo <wb-lsd703406@alibaba-inc.com>
Date:   Fri Jul 3 14:57:40 2026 +0800

    fix(website): update blog developer day collection and add blog GA tracking (agentscope-ai#5758)

commit 150c1d9
Author: yaozy2020 <88593746+yaozy2020@users.noreply.github.com>
Date:   Fri Jul 3 14:38:48 2026 +0800

    fix(console): mobile chat history panel shows empty session list (agentscope-ai#5744)

commit 65b4a04
Author: Runlin Lei <lei_runlin@163.com>
Date:   Fri Jul 3 14:34:43 2026 +0800

    refactor(skill): skill-related UI (agentscope-ai#5753)

commit f0cc70f
Author: wangfei010313 <wangfei01219@126.com>
Date:   Fri Jul 3 14:33:58 2026 +0800

    feat: add 'none' memory backend to disable long memory system (agentscope-ai#5732)

commit f0d2279
Author: Yue Cui <39703217+cuiyuebing@users.noreply.github.com>
Date:   Fri Jul 3 14:17:27 2026 +0800

    chore(version): bump version to 2.0.0b3 (agentscope-ai#5760)
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