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feat(qwenpaw): adapt worker runtime to QwenPaw 2.0 - #1077

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shiyiyue1102 wants to merge 35 commits into
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codex/qwenpaw-2-startup
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feat(qwenpaw): adapt worker runtime to QwenPaw 2.0#1077
shiyiyue1102 wants to merge 35 commits into
mainfrom
codex/qwenpaw-2-startup

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@shiyiyue1102

@shiyiyue1102 shiyiyue1102 commented Jul 25, 2026

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Summary

  • pin the QwenPaw Worker runtime to qwenpaw==2.0.0.post3 and adopt its native startup and schema contracts
  • keep model, MCP, Agent Package skills, Matrix overlay, TeamHarness, and WorkerFlow compatible with QwenPaw 2.0
  • wait for runtime/runtime.yaml before starting local QwenPaw workers
  • add QwenPaw Worker dimensions to the existing integration-test workflow, including the TeamHarness plugin-mode end-to-end test

Why

QwenPaw 2.0 changes its Python/runtime contracts and no longer needs the QwenPaw 1.x source patch used for deferred MCP startup. The existing GitHub integration matrix also covered CoPaw and Hermes workers but did not build or exercise QwenPaw workers.

Validation

  • qwenpaw/.venv/bin/pytest -q qwenpaw/tests — 182 passed, 1 skipped
  • TeamHarness QwenPaw adapter tests — 11 passed
  • WorkerFlow QwenPaw adapter tests — 2 passed
  • focused Controller member-reconcile tests — passed
  • QwenPaw Worker image build, startup, health, and runtime hot-update smoke tests — passed locally
  • workflow YAML parsing and git diff --check — passed

Real model and full Matrix end-to-end behavior are intentionally left to the GitHub Actions integration run, which has the required LLM secret.

@shiyiyue1102
feat(qwenpaw): adapt worker runtime to 2.0
912cfd3 
Change-Id: I9ad741de07f4b7bfbbe3721030df8749546a0def
@shiyiyue1102
shiyiyue1102 force-pushed the codex/qwenpaw-2-startup branch from 6e3cd41 to 912cfd3 Compare July 25, 2026 14:02
@github-actions

github-actions Bot commented Jul 25, 2026 •
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❌ Integration Tests Failed (controller-cr-2 / mgr=copaw / wk=copaw)

Commit: d44de0c
Workflow run: #1789

Test Results 
No test output captured.
Debug Log (tail) 
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github-actions Bot commented Jul 25, 2026 •
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❌ Integration Tests Failed (controller-cr / mgr=copaw / wk=copaw)

Commit: fbdf762
Workflow run: #1786

Test Results 
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Debug Log (tail) 
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github-actions Bot commented Jul 25, 2026 •
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❌ Integration Tests Failed (llm-interaction / mgr=copaw / wk=qwenpaw)

Commit: bcb6ed0
Workflow run: #1751

Test Results 
No test output captured.
Debug Log (tail) 
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github-actions Bot commented Jul 25, 2026 •
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📊 CI Metrics Report

Summary

Metric Current Baseline Change
LLM Calls 117 97 +20 ↑ +20.6%
Input Tokens 3212392 2719498 +492894 ↑ +18.1%
Output Tokens 30112 16508 +13604 ↑ +82.4%
Total Tokens 3242504 2736006 +506498 ↑ +18.5%

By Role

Role Metric Current Baseline Change
🧠 Manager LLM Calls 64 72 -8 ↓ -11.1%
Input Tokens 1911018 2092724 -181706 ↓ -8.7%
Output Tokens 11212 10274 +938 ↑ +9.1%
Total Tokens 1922230 2102998 -180768 ↓ -8.6%
🔧 Workers LLM Calls 53 25 +28 ↑ +112.0%
Input Tokens 1301374 626774 +674600 ↑ +107.6%
Output Tokens 18900 6234 +12666 ↑ +203.2%
Total Tokens 1320274 633008 +687266 ↑ +108.6%

Per-Test Breakdown

Test Mgr Calls Wkr Calls Δ Calls Mgr In Wkr In Mgr Out Wkr Out Δ Tokens Trend
02-create-worker 4 0 -1 ↓ -20.0% 115162 0 518 0 -21308 ↓ -15.6% ✅ improved
03-assign-task 10 5 +2 ↑ +15.4% 293246 111681 1674 705 +97126 ↑ +31.3% ⚠️ regressed
04-human-intervene 22 13 +21 ↑ +150.0% 512234 282023 3222 1246 +462288 ↑ +137.4% ⚠️ regressed
05-heartbeat 5 4 +2 ↑ +28.6% 149354 98598 910 447 +51105 ↑ +25.8% ⚠️ regressed
06-multi-worker 23 31 -4 ↓ -6.9% 841022 809072 4888 16502 -82713 ↓ -4.7% ✅ improved

Trends

✅ 2 test(s) improved (fewer LLM calls)
⚠️ 3 test(s) regressed (more LLM calls)

Generated by AgentTeams CI on 2026-07-27 18:47:58 UTC

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@shiyiyue1102
fix(qwenpaw): wire worker image into local installs
a38333b 
Change-Id: I7d7930c2391217d2c1887eb4d7e20449b4b16ce8
@github-actions

github-actions Bot commented Jul 25, 2026 •
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❌ Integration Tests Failed (qwenpaw-teamharness / mgr=copaw / wk=qwenpaw)

Commit: 66f5c96
Workflow run: #1781

Test Results 
No test output captured.
Debug Log (tail) 
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@shiyiyue1102
fix(qwenpaw): apply inline worker prompts
756a5a0 
Change-Id: I3073b27f43f0ecde4e6fa2164fd49d2659d50dcf
@shiyiyue1102

shiyiyue1102 commented Jul 25, 2026

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@maplefeng-a CI 中发现的问题正在处理中。麻烦有空帮忙 review 一下这次整体改动逻辑是否有问题，重点可以看下 QwenPaw 2.0 的 runtime.yaml desired-state、Worker 启动和热更新链路。谢谢！

@shiyiyue1102
fix(qwenpaw): preserve worker prompts and CI diagnostics
88f97c2 
Change-Id: I31687da14f2d40bfb50dade36a8d7467e9aa8ddd
@shiyiyue1102
fix(controller): grant team members shared storage access
b31af0d 
Change-Id: Ieeed7e69bf3b23e3f03aaa5168e4fe807040c1fe
@github-actions

github-actions Bot commented Jul 26, 2026

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❌ Integration Tests Failed (llm-interaction / mgr=copaw / wk=copaw)

Commit: 88f97c2
Workflow run: #1733

Test Results 
No test output captured.
Debug Log (tail) 
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github-actions Bot commented Jul 26, 2026 •
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❌ Integration Tests Failed (controller-cr / mgr=copaw / wk=qwenpaw)

Commit: d44de0c
Workflow run: #1789

Test Results 
No test output captured.
Debug Log (tail) 
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@shiyiyue1102
fix(qwenpaw): allow read-only AgentSpec package fetch
4ed2b31 
Change-Id: I9b2094e39e7dfc12437aedf347199ace79de1f5b
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github-actions Bot commented Jul 26, 2026 •
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❌ Integration Tests Failed (controller-cr / mgr=copaw / wk=hermes)

Commit: 66b87bd
Workflow run: #1780

Test Results 
No test output captured.
Debug Log (tail) 
No debug logs available.

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@shiyiyue1102
fix(controller): preserve team storage policy
dbef186 
Change-Id: I04a62daf94efad6d0445dce93a56cf897530c25e
@github-actions

github-actions Bot commented Jul 26, 2026 •
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❌ Integration Tests Failed (controller-cr / mgr=openclaw / wk=openclaw)

Commit: 66b87bd
Workflow run: #1780

Test Results 
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shiyiyue1102 and others added 11 commits July 26, 2026 12:37
@shiyiyue1102
fix(controller): update MinIO policies without access gaps
fea0779 
Change-Id: I7af2aece15ab2c733754beee59e31d377ca1d810
@shiyiyue1102
fix(qwenpaw): preserve async tool execution
c9c5c18 
Change-Id: I55ac99d6d22041bc7e0d229449fd0333f6ca8a29
@shiyiyue1102
fix(qwenpaw): allow built-in MCP drivers
131e14e 
Change-Id: I961ed24fb022cbe8ac01fab81dfe018a00c14a5d
@shiyiyue1102
fix(qwenpaw): refresh internal MCP driver policy
1212411 
Change-Id: Ic437642f20426d03f585442fb06867ede35e6151
@shiyiyue1102
test(qwenpaw): wait for complete task result
37fa50b 
Change-Id: I352dc6fa16715f0ce03ce00931e61a0abadc4efc
@shiyiyue1102
test(qwenpaw): run team task in team room
bcb6ed0 
Change-Id: I03e49cd512911c176c9a8cb3d407877fdf8b2363
@shiyiyue1102
test(qwenpaw): wait for stable team signals
c78a89b 
Change-Id: I50577926a078ed50232e3eb6af6583d1162be7df
@shiyiyue1102
test(qwenpaw): identify leader task check
f79c7f1 
Change-Id: I88060c8e6c49862205ec602de2ae3e72a4f2c879
@shiyiyue1102
Merge branch 'main' of https://github.com/agentscope-ai/HiClaw into HEAD
6dbb68d 
Change-Id: I37fe3a251d02b74e1a8ef6b5c35b39c811b11914
@maplefeng-a
refactor(qwenpaw): apply runtime state through public APIs
a4469ed
@maplefeng-a
feat(qwenpaw): add agentteams matrix channel plugin
e0f4afd
maplefeng-a added 17 commits July 27, 2026 12:32
@maplefeng-a
refactor(qwenpaw): migrate integrations to public plugin APIs
98025fa
@maplefeng-a
fix(qwenpaw): use 2.0 channel display contract
46fff15
@maplefeng-a
fix(qwenpaw): accept middleware keyword contract
ff86020
@maplefeng-a
fix(qwenpaw): apply MCP policy after driver activation
f2f7252
@maplefeng-a
fix(qwenpaw): reconcile team storage updates
ec4bf4f
@maplefeng-a
fix(qwenpaw): pass storage contract to plugin MCP
fb81a43
@maplefeng-a
test(qwenpaw): validate teamharness through public APIs
2c976b9
@maplefeng-a
test(qwenpaw): wait for API-first runtime convergence
ee4bd60
@maplefeng-a
fix(copaw): restore worker workspace projection
fd8a8bd
@maplefeng-a
fix(controller): preserve team-owned worker config
66b87bd
@maplefeng-a
fix(controller): scope team runtime config ownership
66f5c96
@maplefeng-a
fix(teamharness): keep submitted tasks monotonic
eaab5a1
@maplefeng-a
fix(copaw): route team assignments through runtime facts
1dbf4b8
@maplefeng-a
fix(copaw): route team assignments to team room
3790f4f
@maplefeng-a
fix(controller): honor configured worker runtime in API
fbdf762
@maplefeng-a
test(integration): verify declared runtime and full workflow
135b83f
@maplefeng-a
test(integration): verify qwenpaw runtime state
d44de0c
@github-actions

github-actions Bot commented Jul 27, 2026

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❌ Integration Tests Failed (llm-interaction-2 / mgr=copaw / wk=hermes)

Commit: d44de0c
Workflow run: #1789

Test Results 
No test output captured.
Debug Log (tail) 
No debug logs available.

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@github-actions

github-actions Bot commented Jul 27, 2026

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❌ Integration Tests Failed (llm-interaction-2 / mgr=openclaw / wk=openclaw)

Commit: d44de0c
Workflow run: #1789

Test Results 
No test output captured.
Debug Log (tail) 
No debug logs available.

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@github-actions

github-actions Bot commented Jul 27, 2026

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❌ Integration Tests Failed (llm-interaction-2 / mgr=copaw / wk=copaw)

Commit: d44de0c
Workflow run: #1789

Test Results 
No test output captured.
Debug Log (tail) 
No debug logs available.

📦 Download full debug logs & test artifacts

@github-actions

github-actions Bot commented Jul 27, 2026

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❌ Integration Tests Failed (llm-interaction-2 / mgr=copaw / wk=qwenpaw)

Commit: d44de0c
Workflow run: #1789

Test Results 
No test output captured.
Debug Log (tail) 
No debug logs available.

📦 Download full debug logs & test artifacts

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@shiyiyue1102 @maplefeng-a