Alexander Whitestone
87cd5fcc6f
docs: add DeerFlow evaluation research note
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Evaluates bytedance/deer-flow as an autonomous research orchestration
layer for Timmy (issue #1283 ). Covers agent architecture, API surface,
Ollama/vLLM backend compatibility, MIT license, Docker port analysis
(no conflict with existing stack on port 2026), and full capability
comparison against ResearchOrchestrator.
Recommendation: No-go for full adoption. Selective borrowing recommended:
parallelize ResearchOrchestrator with asyncio.gather, add context trimming,
and revisit MCP tool integration as a follow-up.
Refs #1283
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-03-23 21:55:20 -04:00
bd3e207c0d
[loop-cycle-1] docs: add docstrings to VoiceTTS public methods ( #774 ) ( #1290 )
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2026-03-24 01:48:46 +00:00
cc8ed5b57d
[claude] Fix empty commits: require git add before commit in Kimi workflow ( #1268 ) ( #1288 )
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2026-03-24 01:48:34 +00:00
823216db60
[claude] Add unit tests for events system backbone ( #917 ) ( #1289 )
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2026-03-24 01:48:16 +00:00
75ecfaba64
[claude] Wire delegate_task to DistributedWorker for actual execution ( #985 ) ( #1273 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-24 01:47:09 +00:00
55beaf241f
[claude] Research summary: Kimi creative blueprint ( #891 ) ( #1286 )
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2026-03-24 01:46:28 +00:00
69498c9add
[claude] Screenshot dump triage — 5 issues created ( #1275 ) ( #1287 )
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2026-03-24 01:46:22 +00:00
6c76bf2f66
[claude] Integrate health snapshot into Daily Run pre-flight ( #923 ) ( #1280 )
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2026-03-24 01:43:49 +00:00
0436dfd4c4
[claude] Dashboard: Agent Scorecards panel in Mission Control ( #929 ) ( #1276 )
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2026-03-24 01:43:21 +00:00
9eeb49a6f1
[claude] Autonomous research pipeline — orchestrator + SOVEREIGNTY.md ( #972 ) ( #1274 )
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2026-03-24 01:40:53 +00:00
2d6bfe6ba1
[claude] Agent Self-Correction Dashboard ( #1007 ) ( #1269 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-24 01:40:40 +00:00
ebb2cad552
[claude] feat: Session Sovereignty Report Generator ( #957 ) v3 ( #1263 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-24 01:40:24 +00:00
003e3883fb
[claude] Restore self-modification loop ( #983 ) ( #1270 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-24 01:40:16 +00:00
7dfbf05867
[claude] Run 5-test benchmark suite against local model candidates ( #1066 ) ( #1271 )
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2026-03-24 01:38:59 +00:00
1cce28d1bb
[claude] Investigate: document paths to resolution for 5 closed PRs ( #1219 ) ( #1266 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-24 01:36:06 +00:00
4c6b69885d
[claude] feat: Agent Energy Budget Monitoring ( #1009 ) ( #1267 )
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2026-03-24 01:35:50 +00:00
6b2e6d9e8c
[claude] feat: Agent Energy Budget Monitoring ( #1009 ) ( #1267 )
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2026-03-24 01:35:49 +00:00
2b238d1d23
[loop-cycle-1] fix: ruff format error on test_autoresearch.py ( #1256 ) ( #1257 )
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2026-03-24 01:27:38 +00:00
b7ad5bf1d9
fix: remove unused variable in test_loop_guard_seed (ruff F841) ( #1255 )
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2026-03-24 01:20:42 +00:00
2240ddb632
[loop-cycle] fix: three-strike route test isolation for xdist ( #1254 )
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2026-03-23 23:49:00 +00:00
35d2547a0b
[claude] Fix cycle-metrics pipeline: seed issue= from queue so retro is never null ( #1250 ) ( #1253 )
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2026-03-23 23:42:23 +00:00
f62220eb61
[claude] Autoresearch H1: Apple Silicon support + M3 Max baseline doc ( #905 ) ( #1252 )
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2026-03-23 23:38:38 +00:00
72992b7cc5
[claude] Fix ImportError: memory_write missing from memory_system ( #1249 ) ( #1251 )
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2026-03-23 23:37:21 +00:00
b5fb6a85cf
[claude] Fix pre-existing ruff lint errors blocking git hooks ( #1247 ) ( #1248 )
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2026-03-23 23:33:37 +00:00
fedd164686
[claude] Fix 10 vassal tests flaky under xdist parallel execution ( #1243 ) ( #1245 )
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2026-03-23 23:29:25 +00:00
261b7be468
[kimi] Refactor autoresearch.py -> SystemExperiment class ( #906 ) ( #1244 )
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Co-authored-by: Kimi Agent <kimi@timmy.local >
Co-committed-by: Kimi Agent <kimi@timmy.local >
2026-03-23 23:28:54 +00:00
6691f4d1f3
[claude] Add timmy learn autoresearch entry point ( #907 ) ( #1240 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-23 23:14:09 +00:00
ea76af068a
[kimi] Add unit tests for paperclip.py ( #1236 ) ( #1241 )
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2026-03-23 23:13:54 +00:00
b61fcd3495
[claude] Add unit tests for research_tools.py ( #1237 ) ( #1239 )
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2026-03-23 23:06:06 +00:00
1e1689f931
[claude] Qwen3 two-model routing via task complexity classifier ( #1065 ) v2 ( #1233 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-23 22:58:21 +00:00
acc0df00cf
[claude] Three-Strike Detector ( #962 ) v2 ( #1232 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-23 22:50:59 +00:00
a0c35202f3
[claude] ADR-024: canonical Nostr identity in timmy-nostr ( #1223 ) ( #1230 )
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2026-03-23 22:47:25 +00:00
fe1d576c3c
[claude] Gitea activity & branch audit across all repos ( #1210 ) ( #1228 )
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2026-03-23 22:46:16 +00:00
3e65271af6
[claude] Rescue unmerged work: open PRs for 3 abandoned branches ( #1218 ) ( #1229 )
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2026-03-23 22:46:10 +00:00
697575e561
[gemini] Implement semantic index for research outputs ( #976 ) ( #1227 )
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2026-03-23 22:45:29 +00:00
e6391c599d
[claude] Enforce one-agent-per-issue via labels, document auto-delete branches ( #1220 ) ( #1222 )
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2026-03-23 22:44:50 +00:00
d697c3d93e
[claude] refactor: break up monolithic tools.py into a tools/ package ( #1215 ) ( #1221 )
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2026-03-23 22:43:09 +00:00
31c260cc95
[claude] Add unit tests for vassal/orchestration_loop.py ( #1214 ) ( #1216 )
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2026-03-23 22:42:22 +00:00
3217c32356
[claude] feat: Nexus — persistent conversational awareness space with live memory ( #1208 ) ( #1211 )
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2026-03-23 22:34:48 +00:00
25157a71a8
[loop-cycle] fix: remove unused imports and fix formatting (lint) ( #1209 )
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2026-03-23 22:30:03 +00:00
46edac3e76
[loop-cycle] fix: test_config hardcoded ollama model vs .env override ( #1207 )
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2026-03-23 22:22:40 +00:00
a5b95356dd
[claude] Add offline message queue for Workshop panel ( #913 ) ( #1205 )
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Co-authored-by: Claude (Opus 4.6) <claude@hermes.local >
Co-committed-by: Claude (Opus 4.6) <claude@hermes.local >
2026-03-23 22:16:27 +00:00
b197cf409e
[loop-cycle-3] fix: isolate unit tests from local .env and real Gitea API ( #1206 )
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2026-03-23 22:15:37 +00:00
3ed2bbab02
[loop-cycle] refactor: break up git.py::run() into helpers ( #538 ) ( #1204 )
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2026-03-23 22:07:28 +00:00
3d40523947
[claude] Add unit tests for agent_health.py ( #1195 ) ( #1203 )
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2026-03-23 22:02:44 +00:00
f86e2e103d
[claude] Add unit tests for vassal/dispatch.py ( #1193 ) ( #1200 )
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2026-03-23 22:00:07 +00:00
7d20d18af1
[claude] test: improve event bus unit test coverage to 99% ( #1191 ) ( #1201 )
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2026-03-23 21:59:59 +00:00
7afb72209a
[claude] Add unit tests for chat_store.py ( #1192 ) ( #1198 )
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2026-03-23 21:58:38 +00:00
b12fa8aa07
[claude] Add unit tests for daily_run.py ( #1186 ) ( #1199 )
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2026-03-23 21:58:33 +00:00
9121689a41
[claude] refactor: break up produce_system_status() ( #1194 ) ( #1196 )
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2026-03-23 21:55:50 +00:00
