v0.3.9: Repository restructure, KB hierarchical catalog, DOI registration

docs: WHITEPAPER v1.1 + comprehensive README

mss-agent v0.3.0 — 混血全栈

新增 (7模块)

模块	文件	功能
Δ快检引擎	delta_quick_audit.py	每轮回应后5秒5问偏差感知
领域检测器	domain_detector.py	自动判定 daily/tech/philosophy/combat
Few-Shot注入	fewshot_builder.py	6组校准数据 → 完整/精简/反例版prompt
Callback集成	delta_callback.py	LangChain handler + OpenAI SDK wrapper
热税会计	heat_tax_accountant.py	L0/L1/L2三层实时追踪 + auto_estimate
Agent配置	agent_config.py	4预设 + YAML/JSON + 全参数化
多Agent编排	agent_orchestrator.py	Sequential/Parallel/Quorum/Pipeline + QuorumFast

调教文件 (tuning/)

• mss_llm_hybrid_v1.md — 三层架构
• mss_llm_hybrid_v2.md — 自校准架构
• calibration_dataset_10.md — 10组对比示例

Agent CLI

mss-agent run --preset combat
mss-agent audit "LLM回应..."
mss-agent config preset daily

MSS-Agent v0.2.0 - LangChain Integration + Glass Box + MS UX Absorption

MSS-Agent v0.2.0

New: LangChain Integration

• MSSAgentCallback - transparently embed MSS into any LangChain AgentExecutor
• MSSLangChainOrchestrator - multi-agent LangChain pipelines with Quorum + Elevation
• Demo: single-agent intercept + cascade abort + multi-agent coordination
• See: examples/langchain_integration.py

UX Overhaul (from Microsoft AI Agents for Beginners)

• 3 Jupyter tutorials (quickstart / heat tax deep / multi-agent)
• 3 architecture diagrams (heat tax pyramid / delta decay / onion architecture)
• Bilingual README (EN + CN)
• Dashboard ? "MSS Glass Box" rebrand (observability focus)
• "When NOT to use" guide + troubleshooting section
• GitHub Discussions enabled

All tests: 37/37 PASS

PyPI | GitHub | Glass Box

MSS-Agent v0.1.0 - ????????????Agent??

MSS-Agent v0.1.0

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�ash pip install mss-agent

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• MSSAgent - Agent??
• HeatTaxBudget - A3????
• DeltaProtocol - ???+??
• QuorumFast - ?Agent????
• ElevationProtocol - ????

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PyPI | GitHub | ???

MSS-VDP v2.0.0 — 10 Languages · 24 Tools · 50+ Rules · 19/19 PASS

MSS-VDP v2.0.0

Verification Discipline Protocol — Multi-language code quality, security, and compliance scanner for 10 languages.

---

🎯 10 Language Scanners

Language	Rules	Engine
Python	V1-V6	tree-sitter
JavaScript/TS	V1-V9	tree-sitter
Rust	R1-R5	tree-sitter
Java	J1-J5	tree-sitter
C/C++	C1-C4	tree-sitter
Go	G1-G5	tree-sitter
Ruby	R1-R5	tree-sitter
PHP	P1-P5	tree-sitter
Kotlin	K1-K5	regex (new!)
C#	C1-C5	regex (new!)

🔬 3-Layer Tuning Degree Theory (H476-H485)

• Individual T_i: 8 observable signals → weighted scoring
• Organizational T_o: Φ × O_d × R ternary coupling
• Civilizational T_c: historical tracking 700 BCE → AI era

🚨 Production Operations

• Rate Limiter — Token bucket, FastAPI middleware
• Service Monitor — HTTP/NSSM/process + state-change alerts
• Alert Sender — Lark Feishu card + Slack attachment

🎲 Quality Assurance

• VDP Fuzzer — 14 mutation operators × 6 languages
• Smoke Test — 19/19 PASS

📦 Packaging

�ash pip install mss-vdp

24 CLI: �dp-scan vdp-js vdp-rust vdp-go vdp-ruby vdp-php vdp-kotlin vdp-csharp vdp-fuzz vdp-monitor vdp-pipeline vdp-org vdp-compliance vdp-bench vdp-dsl vdp-ps vdp-judge vdp-pyclean vdp-android vdp-ios vdp-smoke

🌐 Dashboard

3-tab live dashboard: Scanners / Tools / Pipeline

🔧 CI/CD

• GitHub Actions — 11-stage parallel pipeline
• GitLab CI — 12-task pipeline

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Changelog

\v2.0.0 (2026-06-05)

• kotlin_scan.py Kotlin scanner (5 rules, regex)
• csharp_scan.py C# scanner (5 rules, regex)
• org_resilience.py 3-layer Tuning Degree + org health
• alert_sender.py Lark/Slack webhook
• rate_limiter.py Token bucket
• service_monitor.py v2 State-change alerts
• vdp_fuzzer.py 14 mutations × 6 languages
• content_compliance.py Doc quality scanner (C1-C5)
• setup.py / README.md pip packaging
• .gitlab-ci.yml GitLab CI 12-task pipeline
• Web Dashboard v2.0 10 scanner cards

• smoke_test.py 14 → 19 tests
• vdp_pipeline.py +Kotlin/C# stages
• GitHub Actions +3 language scan stages
  \