osiman/SuperBizAgent-java
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zhuyongxin f26d395650 docs(harness): annotate RAG backend core classes and add retrieval learning note 
- Annotate LookupKnowledgeTool, KnowledgeEvidencePostProcessor, RrfFusion, KnowledgeDocumentRetriever
- Add RAG retrieval learning note: L0 navigation, multi-recall + RRF, qualityScore,
  degradation, contract semantics, validation (audit + offline eval), discussion insights
 2026-08-05 18:37:50 +08:00
zhuyongxin ff0752a16c docs(harness): annotate tool domain classes and add tool chain learning notes 
- Annotate 43 tool domain classes (contract/projection/boundary/store/adapter/mysql)
- Add tool registration and execution chain learning note
- Add tool call chain runtime journey note (model decision to observation)
 2026-08-04 18:37:17 +08:00
zhuyongxin 7844bcea40 docs(harness): annotate progress core classes and add code-level learning notes 
- Annotate DiagnosisProgressTracker, HarnessToolInterceptor, DiagnosisProgressProjector,
  DiagnosisReleaseUseCase, ToolBoundary, ToolBoundaryResult, CanonicalToolInvocation
- Add progress code learning note: interceptor gates, tracker state machine,
  canonical lifecycle, execution gate, projection/release pipeline
- Update learning roadmap: progress marked as deeply learned, next is tool domain
 2026-08-03 18:37:23 +08:00
wdm1802 e564863c43 docs(harness): add retry guide and learning roadmap; annotate retry core 2026-08-03 01:29:36 +08:00
wdm1802 d084202166 docs(harness): add budget flow sequence and execution control notes 2026-08-02 20:58:13 +08:00
zhuyongxin 5b2fb985d9 docs(harness): annotate entry orchestration, enums, and exception recovery paths 2026-07-30 19:08:03 +08:00
zhuyongxin b39a625e5b docs(mvp): add remaining harness audit guides and engineering index 2026-07-30 19:04:59 +08:00
zhuyongxin e9f1c48d34 docs(harness): add loop inner/outer exception handling guide 2026-07-30 18:55:43 +08:00
zhuyongxin 3a7eee8af4 docs(mvp): add harness design and progressive guides 2026-07-29 19:04:44 +08:00
zhuyongxin 584639fa2a docs(mvp): move engineering notes under mvp/engineering 
Relocate RAG and diagnosis decision/E2E writeups from docs/ root into
mvp/engineering so architecture, issues, and engineering narrative stay
together. Update indexes and cross-links; leave docs/learning as legacy.
 2026-07-29 10:49:45 +08:00
zhuyongxin bdac35567c docs(issues): add ISS-017 L0 filter fallback hardening 
Track L0 hard-filter + unfiltered retry brittleness. Keep current
behavior; prefer A+C later and defer soft-constraint redesign (D).
 2026-07-29 10:48:47 +08:00
zhuyongxin 7ae9707a3b feat(harness,rag): dual LLM audit fields, run conclusion, and hybrid quality 
Persist provider reasoning and assistant text separately on agent_reasoning_audit
(DeepSeekAssistantMessage path), extract diagnosis_run.conclusion, enrich RAG
tool audit (step_id/query/qualityScore), gate empty mysql tools, drop devtools,
and align MVP docs after live E2E verification.
 2026-07-28 19:43:13 +08:00
zhuyongxin 2f40536248 docs(mvp): document dense+BM25 hybrid knowledge retrieval 
Add current RAG architecture covering MilvusClientV2 hybrid search,
chunk evidence identity, rebuild ops, and update the MVP architecture
index and system overview links.
 2026-07-28 09:56:08 +08:00
zhuyongxin 729cd3544a chore(rag): remove obsolete PowerShell rebuild script 2026-07-28 09:50:15 +08:00
zhuyongxin 1e532fb851 chore(rag): rebuild script in Python and use biz collection 
Switch default knowledge collection back to biz (drop+recreate on rebuild),
replace PowerShell rebuild runner with Python, skip README.md imports, and
merge duplicate rag keys in application.yml.
 2026-07-28 09:49:43 +08:00
zhuyongxin 38f781b157 feat(harness): complete protocol repair stop and archive ISS-016 
Add repairable INVALID_PROGRESS_PROTOCOL observations, independent
PROGRESS_PROTOCOL_VIOLATED saturation, and controlled release paths.
Archive the OpenSpec change after syncing main specs and devflow.
 2026-07-27 19:10:07 +08:00
zhuyongxin 5c369f3b6c feat(rag): add hybrid knowledge rebuild API and script 
Add confirm-gated rebuild-hybrid endpoint that drops biz_hybrid, clears
api_document and L0, then force-imports knowledge_base markdown into the
dense+BM25 store. Include PowerShell runner and ops README.
 2026-07-27 18:55:00 +08:00
zhuyongxin f035538531 feat(rag): dense+BM25 hybrid on MilvusClientV2, drop SDK path 
Replace legacy MilvusServiceClient knowledge search/write with a single
MilvusClientV2 hybrid store (BM25 function + dense ANN + RRFRanker).
Use collection biz_hybrid and require knowledge reindex.
 2026-07-27 18:49:20 +08:00
zhuyongxin 376ad0c241 feat(rag): hybrid multi-path search with RRF fusion 
Add configurable hybrid mode on KnowledgeSearchPort that fuses dense
unfiltered, dense filtered, and lexical ranks via RRF while preserving
dense-compatible threshold scores. Archives Delivery 2 OpenSpec change.
 2026-07-27 18:33:31 +08:00
zhuyongxin ac1f831903 feat(rag): chunk evidence identity, dedup, and search port 
Preserve same-document multi-chunk evidence with evidenceKey identity,
per-document caps, retrieve-k/return-n split, and a dense KnowledgeSearchPort.
Archives Delivery 1 OpenSpec change as the foundation for hybrid retrieval.
 2026-07-27 18:26:15 +08:00
zhuyongxin 99d4f6f216 docs(rag): add comments on knowledge retrieval pipeline 
Document the lookup_knowledge flow from L0 hints through L1 retrieval,
post-processing, packing, and Agent projection so the boundaries and
current limitations are easier to follow.
 2026-07-27 16:26:06 +08:00
aruo edb6153fd6 docs(issue): mark iss-015 partially implemented 2026-07-27 10:22:09 +08:00
aruo d0452184ee feat(harness): add information gain stop and audit 2026-07-27 01:03:34 +08:00
zhuyongxin de5a5b09d9 docs(interview): refresh materials for single-agent harness narrative 
Archive pre-refactor interview notes and add current deep-dives on
architecture evolution, issue-derived stories, and evidence gates.
 2026-07-24 18:14:49 +08:00
zhuyongxin e47f2dead0 docs(mvp): align architecture and audit table design 2026-07-23 20:16:29 +08:00
zhuyongxin 49180abccf docs(issue): archive legacy issues and add iss-015 2026-07-23 19:54:01 +08:00
zhuyongxin 529f4ff43b docs(demo): add successful diagnosis request 2026-07-23 19:06:37 +08:00
zhuyongxin 75fa154a0a chore(agent): add shared skills and GitNexus guidance 2026-07-23 19:05:22 +08:00
zhuyongxin 8300435a63 docs(issue): add iss-014 handoff 2026-07-23 18:03:14 +08:00
zhuyongxin e20249c5d9 feat(harness): improve trace fallback and reasoning audit 2026-07-23 17:52:01 +08:00
zhuyongxin 8fbc443f76 docs(issue): close iss-014 stage status 2026-07-22 18:08:29 +08:00
zhuyongxin 8ee7cc0b70 refactor(harness): remove legacy agent architecture 2026-07-22 18:02:01 +08:00
zhuyongxin bc36248cd8 feat(chat): cut over to single SSE endpoint 2026-07-22 10:01:12 +08:00
zhuyongxin f8809cb7dd feat(harness): add chat application use case 2026-07-22 00:57:39 +08:00
zhuyongxin ee0949d464 feat(harness): add evidence and semantic guards 2026-07-21 23:50:51 +08:00
zhuyongxin 2362665519 feat(harness): add single diagnosis react agent 2026-07-21 22:29:49 +08:00
zhuyongxin 85029d96a7 feat(harness): add readonly mysql tool 2026-07-21 21:24:42 +08:00
zhuyongxin 3e602781d6 feat(harness): add rag and log projections 2026-07-21 20:12:18 +08:00
zhuyongxin 0dbdd7d8d3 feat(harness): add canonical tool invocation boundary 2026-07-21 19:36:25 +08:00
zhuyongxin 6b74990f86 feat(harness): add run context and retry core 2026-07-21 18:36:19 +08:00
zhuyongxin 4274f3350b feat(harness): freeze aci tool contracts 2026-07-21 18:01:18 +08:00
zhuyongxin 58c39107c5 refactor(harness): freeze single-agent contracts 2026-07-21 17:33:25 +08:00
zhuyongxin 30d3296043 docs(mvp): archive session run trace issue 2026-07-11 16:46:20 +08:00
zhuyongxin 3578709896 docs(openspec): archive session run isolation 2026-07-10 22:52:39 +08:00
zhuyongxin f9df94377b feat(trace): finish run-aware demo verification 2026-07-10 21:37:43 +08:00
zhuyongxin 78c1477198 feat(trace): isolate aiops runs 2026-07-10 20:57:46 +08:00
zhuyongxin d928a1968a feat(trace): bind feedback to runs 2026-07-10 20:29:56 +08:00
zhuyongxin 027aed1eeb feat(trace): add run-scoped trace reads 2026-07-10 20:07:23 +08:00
zhuyongxin 26d5529280 feat(trace): isolate chat runs 2026-07-10 19:02:04 +08:00
zhuyongxin 6fdbd34bab docs(openspec): tighten run isolation contract 2026-07-10 17:56:51 +08:00