# Global Fix Map — Index A one-stop index to route real-world bugs to the right repair page. Pick your stack, open the adapter, apply the structural fix, and verify with ΔS ≤ 0.45 and convergent λ. ## Quick links (by family) | Family | What it covers | Open | |---|---|---| | Automation & Integrations | Zapier, Make, n8n recipes and failure guards | [Automation Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Automation/README.md) | | Zapier | Trigger/Action guards, boot fences, retries, idempotency | [Zapier Guide](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Automation/zapier.md) | | Make (Integromat) | Scenario ordering, webhook dedupe, mapping drift | [Make Guide](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Automation/make.md) | | n8n | Node contracts, error branches, RAG warm-up | [n8n Guide](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Automation/n8n.md) | | LLM Frameworks | LangChain / LlamaIndex adapters, retriever parity, trace tables | [Frameworks Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Frameworks/README.md) | | LangChain Adapter | Runnable chains, retriever swaps, eval gates | [LangChain Fix Adapter](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Frameworks/langchain.md) | | LlamaIndex Adapter | Index rebuild policy, node parsers, citations | [LlamaIndex Fix Adapter](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Frameworks/llamaindex.md) | | Agent Orchestration | Role drift, tool fences, recovery bridges | [Agents Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Agents/README.md) | | Vector Stores | Metric mismatch, normalization, fragmentation | [Vector Stores Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/VectorStores/README.md) | | OCR / PDF Stack | OCR confidence, tables, parsing to chunks | [OCR/PDF Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/OCR_PDF/README.md) | | Cloud Runtimes | Serverless cold start, secrets, warm-up probes | [Cloud Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Cloud/README.md) | | Observability | ΔS and λ probes in logs, traceability tables | [Observability Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Observability/README.md) | | CI/CD | Eval-in-CI, failing the merge on regression | [CI/CD Index](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/CI_CD/README.md) | | Evaluation & Guardrails | Acceptance targets, cross-agent checks | [Eval & Guardrails](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Eval/README.md) | --- ## How to use this index 1. Identify your stack (automation, framework, store, OCR, cloud). 2. Open the adapter page and follow the minimal repair steps. 3. Verify: ΔS(question, context) ≤ 0.45, coverage ≥ 0.70, λ stays convergent on 3 paraphrases. 4. Gate merges with the CI/CD template so fixes stick. ## Fast jumpers - Visual RAG recovery map: [RAG Architecture & Recovery](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) - Retrieval controls and knobs: [Retrieval Playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md) - Why-this-snippet tables: [Retrieval Traceability](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) - Snippet/citation schema: [Data Contracts](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md) --- ### 🔗 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 + \” | | **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. > 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).
[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY)   [![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS)   [![Blah](https://img.shields.io/badge/Blah-Semantic%20Embed-yellow?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)   [![Blot](https://img.shields.io/badge/Blot-Persona%20Core-green?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)   [![Bloc](https://img.shields.io/badge/Bloc-Reasoning%20Compiler-blue?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)   [![Blur](https://img.shields.io/badge/Blur-Text2Image%20Engine-navy?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)   [![Blow](https://img.shields.io/badge/Blow-Game%20Logic-purple?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)