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| Agents_Orchestration | ||
| Automation | ||
| Chatbots_CX | ||
| Chunking | ||
| Cloud_Serverless | ||
| DevTools_CodeAI | ||
| DocumentAI_OCR | ||
| Embeddings | ||
| Enterprise_Knowledge_Gov | ||
| Eval | ||
| Eval_Observability | ||
| Governance | ||
| Language | ||
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| MemoryLongContext | ||
| Multimodal_LongContext | ||
| OCR_Parsing | ||
| OpsDeploy | ||
| PromptAssembly | ||
| RAG | ||
| RAG_VectorDB | ||
| Reasoning | ||
| Retrieval | ||
| Safety_PromptIntegrity | ||
| VectorDBs_and_Stores | ||
| .gitkeep | ||
| README.md | ||
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 |
| Zapier | Trigger/Action guards, boot fences, retries, idempotency | Zapier Guide |
| Make (Integromat) | Scenario ordering, webhook dedupe, mapping drift | Make Guide |
| n8n | Node contracts, error branches, RAG warm-up | n8n Guide |
| LLM Frameworks | LangChain / LlamaIndex adapters, retriever parity, trace tables | Frameworks Index |
| LangChain Adapter | Runnable chains, retriever swaps, eval gates | LangChain Fix Adapter |
| LlamaIndex Adapter | Index rebuild policy, node parsers, citations | LlamaIndex Fix Adapter |
| Agent Orchestration | Role drift, tool fences, recovery bridges | Agents Index |
| Vector Stores | Metric mismatch, normalization, fragmentation | Vector Stores Index |
| OCR / PDF Stack | OCR confidence, tables, parsing to chunks | OCR/PDF Index |
| Cloud Runtimes | Serverless cold start, secrets, warm-up probes | Cloud Index |
| Observability | ΔS and λ probes in logs, traceability tables | Observability Index |
| CI/CD | Eval-in-CI, failing the merge on regression | CI/CD Index |
| Evaluation & Guardrails | Acceptance targets, cross-agent checks | Eval & Guardrails |
How to use this index
- Identify your stack (automation, framework, store, OCR, cloud).
- Open the adapter page and follow the minimal repair steps.
- Verify: ΔS(question, context) ≤ 0.45, coverage ≥ 0.70, λ stays convergent on 3 paraphrases.
- Gate merges with the CI/CD template so fixes stick.
Fast jumpers
- Visual RAG recovery map: RAG Architecture & Recovery
- Retrieval controls and knobs: Retrieval Playbook
- Why-this-snippet tables: Retrieval Traceability
- Snippet/citation schema: Data Contracts
🔗 Quick-Start Downloads (60 sec)
| Tool | Link | 3-Step Setup |
|---|---|---|
| WFGY 1.0 PDF | Engine Paper | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>” |
| TXT OS (plain-text 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 → |
| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | View → |
| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | View → |
| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | View → |
| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | View → |
| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | View → |
| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | Start → |
👑 Early Stargazers: See the Hall of Fame —
Engineers, hackers, and open source builders who supported WFGY from day one.
⭐ WFGY Engine 2.0 is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the Unlock Board.
