Create traceability_gate.md

2026-04-28 11:40:07 +00:00 · 2025-09-01 16:36:57 +08:00 · 2025-09-01 16:36:57 +08:00 · b525467709
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+# Traceability Gate Checklist
+
+Purpose: enforce cite then explain with a minimal, verifiable payload contract.
+
+---
+
+## Required fields per snippet
+
+- [ ] `snippet_id` unique within the corpus
+- [ ] `section_id` stable anchor for the document
+- [ ] `source_url` resolvable or a content hash if private
+- [ ] `offsets` byte or char range within the source
+- [ ] `tokens` token range used by the model
+
+Contract details:  
+[Retrieval traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) ·
+[Data contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md)
+
+---
+
+## Schema example
+
+```json
+{
+  "snippet_id": "sn_9f3a",
+  "section_id": "sec_2.3_hydraulics",
+  "source_url": "https://example.org/handbook/2024/chap2#sec-3",
+  "offsets": {"start": 18342, "end": 18897},
+  "tokens": {"start": 1205, "end": 1248}
+}
+````
+
+---
+
+## Gate checks
+
+* [ ] Each answer references at least one snippet with all required fields.
+* [ ] Offsets resolve back to exactly the cited text.
+* [ ] Section anchors stable across builds. Hash or ID diff is logged.
+* [ ] Duplicate or near duplicate snippets collapsed before ranking.
+* [ ] Formatter and export steps do not rename required fields.
+* [ ] On failure, publish is blocked and the pipeline returns a structured error.
+
+Refs:
+[Duplication and near duplicate collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/RAG_VectorDB/duplication_and_near_duplicate_collapse.md)
+
+---
+
+## Acceptance targets
+
+* 100 percent of published answers pass the schema check.
+* For the gold set, human spot check of 20 answers finds zero broken citations.
+* ΔS(question, cited\_snippet) ≤ 0.45 on average.
+
+---
+
+## Minimal policy snippet
+
+```txt
+Policy:
+- Answer only after citing snippets with {snippet_id, section_id, source_url, offsets, tokens}.
+- If no snippet qualifies, return "insufficient evidence" with the top 3 candidate snippets and exit.
+```
+
+
+
+### 🔗 Quick-Start Downloads (60 sec)
+
+| Tool | Link | 3-Step Setup |
+|------|------|--------------|
+| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + \<your question>” |
+| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
+
+---
+
+### 🧭 Explore More
+
+| Module                | Description                                              | Link     |
+|-----------------------|----------------------------------------------------------|----------|
+| WFGY Core             | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
+| Problem Map 1.0       | Initial 16-mode diagnostic and symbolic fix framework    | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
+| Problem Map 2.0       | RAG-focused failure tree, modular fixes, and pipelines   | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
+| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
+| Semantic Blueprint    | Layer-based symbolic reasoning & semantic modulations   | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
+| Benchmark vs GPT-5    | Stress test GPT-5 with full WFGY reasoning suite         | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
+| 🧙‍♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |
+
+---
+
+> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —  
+> Engineers, hackers, and open source builders who supported WFGY from day one.
+
+> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md).
+
+<div align="center">
+
+[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY)
+&nbsp;
+[![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS)
+&nbsp;
+[![Blah](https://img.shields.io/badge/Blah-Semantic%20Embed-yellow?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
+&nbsp;
+[![Blot](https://img.shields.io/badge/Blot-Persona%20Core-green?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
+&nbsp;
+[![Bloc](https://img.shields.io/badge/Bloc-Reasoning%20Compiler-blue?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
+&nbsp;
+[![Blur](https://img.shields.io/badge/Blur-Text2Image%20Engine-navy?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
+&nbsp;
+[![Blow](https://img.shields.io/badge/Blow-Game%20Logic-purple?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
+&nbsp;
+</div>