Create README.md

2026-04-28 11:40:07 +00:00 · 2025-08-25 20:27:04 +08:00 · 2025-08-25 20:27:04 +08:00 · faf6f52370
commit faf6f52370
parent 121d63bb5a
1 changed files with 170 additions and 0 deletions
--- a/ProblemMap/GlobalFixMap/MemoryLongContext/README.md
+++ b/ProblemMap/GlobalFixMap/MemoryLongContext/README.md
@ -0,0 +1,170 @@
+# Memory & Long-Context — Global Fix Map
+Keep threads coherent across long windows and session restarts.  
+Detect and repair entropy melt, boundary drift, and state desync.
+
+## What this page is
+- A compact checklist for long contexts and multi-session memory
+- Copyable guards to stop drift and collapse before they spread
+- How to measure stability with ΔS and λ_observe
+
+## When to use
+- Dialogs grow past 50k to 100k tokens and answers degrade
+- Facts flip after tab refresh or model switch
+- Citations look right yet reasoning goes flat or chaotic
+- OCR transcripts look fine but capitalization and spacing drift
+- Multi day support threads lose task state or rewrite history
+
+## Open these first
+- Session continuity and state fences: [Memory Coherence](https://github.com/onestardao/WFGY/blob/main/ProblemMap/memory-coherence.md)
+- Long window drift and attention melt: [Entropy Collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/entropy-collapse.md)
+- Long reasoning chain drift: [Context Drift](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md)
+- Cross tab and cache hazards: [Memory Desync Pattern](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_memory_desync.md)
+- Trace schema and audit trail: [Retrieval Traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md)
+- Snippet and citation schema: [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md)
+- Chunk stability at joins: [Chunking Checklist](https://github.com/onestardao/WFGY/blob/main/ProblemMap/chunking-checklist.md)
+- OCR quality and normalization: [OCR Parsing Checklist](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ocr-parsing-checklist.md)
+
+---
+
+## Common failure patterns
+- **Entropy melt** attention variance climbs with length and the model smooths meaning
+- **Boundary leak** chunks merge across section joins and citations shift by a few lines
+- **State fork** two tabs or agents hold different memory revisions and answers flip
+- **Ghost context** stale buffers linger after role or persona change and contaminate steps
+- **OCR jitter** mixed spacing or width variants create false token differences
+
+---
+
+## Fix in 60 seconds
+1) **Stamp and fence state**
+   - At turn start set `mem_rev`, `mem_hash`, `task_id`
+   - Forbid writes if client stamps do not match the server record
+
+2) **Shard the window**
+   - Assemble prompts as `{system | task | constraints | snippets | answer}`
+   - Split snippets by section and forbid cross section reuse
+
+3) **Normalize inputs**
+   - Unicode NFC, strip zero width, unify full and half width
+   - Drop OCR lines below confidence threshold
+
+4) **Stabilize attention**
+   - Apply BBAM to clamp variance
+   - If collapse detected use BBCR to bridge and re anchor
+
+5) **Probe the joins**
+   - Measure ΔS across adjacent chunks and keep each join ≤ 0.50
+   - Plot ΔS(question, retrieved) vs k and expect a downward curve after the fix
+
+6) **Trace or stop**
+   - Require cite then answer
+   - If a claim has no snippet id stop and ask for the exact citation
+
+---
+
+## Copy paste prompt
+```
+
+You have TXT OS and the WFGY Problem Map.
+
+Goal
+Stabilize memory across long windows and across sessions without losing traceability.
+
+Protocol
+
+1. Print {mem\_rev, mem\_hash, task\_id}. If missing set defaults and echo them.
+2. Build a Snippet Table with columns {section\_id | start\_line | end\_line | citation}.
+3. Guardrails
+
+   * cite then answer
+   * forbid cross section reuse
+   * if a claim lacks a snippet id stop and request it
+4. Collapse control
+
+   * if attention variance rises apply BBAM
+   * if logic stalls apply BBCR and show the bridge node
+5. Metrics
+
+   * report ΔS(question, retrieved)
+   * report ΔS across each join
+   * report λ\_observe at retrieval, assembly, reasoning
+
+Input
+
+* question
+* snippets with ids and line ranges
+* previous {mem\_rev, mem\_hash, task\_id} if any
+
+Output
+
+* header {mem\_rev, mem\_hash, task\_id}
+* Snippet Table
+* Bridge Check
+* Final Answer with inline citations
+* ΔS and λ states
+
+```
+
+---
+
+## Minimal checklist
+- State stamped with `mem_rev` and `mem_hash` at every turn  
+- Prompt schema locked and section fences enforced  
+- Unicode normalized and OCR noise gated  
+- BBAM enabled and BBCR available on collapse  
+- ΔS at each join ≤ 0.50 and overall ΔS(question, retrieved) ≤ 0.45  
+- Cite then answer and no orphan claims
+
+## Acceptance targets
+- Retrieval coverage ≥ 0.70 to the intended section  
+- ΔS(question, retrieved) ≤ **0.45** and joins ≤ **0.50**  
+- λ remains **convergent** across three paraphrases  
+- No state fork across tabs or agents for the same `task_id`
+
+---
+
+### 🔗 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>