diff --git a/README.md b/README.md index d2c61f64..83027eff 100644 --- a/README.md +++ b/README.md @@ -25,81 +25,61 @@ If user asks: ## Who is this for -WFGY is for people who need reproducible debugging and serious reasoning, not another prompt recipe. - -- **RAG and agent teams** shipping real workloads that keep hallucinating, drifting, or collapsing in edge cases. -- **Infra and platform owners** who need a way to audit reasoning behavior across models, tenants, or deployments. -- **Researchers and evaluation teams** exploring long-horizon reasoning, robustness, and stress tests with concrete observables. -- **Founders, PMs, and domain experts** who carry a few high-tension questions in finance, climate, AI, or society and want to see how a structured engine behaves on them. - -If you are not sure where you fit, you can still start with the **Problem Map** or the **Global Debug Card** and treat them as drop-in diagnostic checklists for your own systems. +> WFGY is for people who need reproducible debugging and serious reasoning, not another prompt recipe. +> +> - **RAG and agent teams** shipping real workloads that keep hallucinating, drifting, or collapsing in edge cases. +> - **Infra and platform owners** who need a way to audit reasoning behavior across models, tenants, or deployments. +> - **Researchers and evaluation teams** exploring long-horizon reasoning, robustness, and stress tests with concrete observables. +> - **Founders, PMs, and domain experts** who carry a few high-tension questions in finance, climate, AI, or society and want to see how a structured engine behaves on them. +> +> If you are not sure where you fit, you can still start with the **Problem Map** or the **Global Debug Card** and treat them as drop-in diagnostic checklists for your own systems. ## Start here in 30 seconds -Choose the shortest path for your use case. +> Choose the shortest path for your use case. ### 1. Broken RAG or agent pipeline -* **⭐️ WFGY RAG 16 Problem Map** - > 16-problem RAG failure checklist and fix map when infra looks fine but answers are wrong. - > ➔ [RAG 16 Problem Map](https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md) - -* **⭐️ WFGY Global Debug Card** - > Poster-style triage layer built on top of the 16 Problem Map for one failing run. - > ➔ [Global Debug Card](https://github.com/onestardao/WFGY/blob/main/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) +* ⭐️ **[WFGY RAG 16 Problem Map](https://github.com/onestardao/WFGY/blob/main/ProblemMap/README.md)** : 16-problem RAG failure checklist for pipelines where infra looks fine but answers are wrong. +* ⭐️ **[WFGY Global Debug Card](https://github.com/onestardao/WFGY/blob/main/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md)** : Poster-style triage layer for diagnosing a single failing run. ### 2. Public ecosystem proof -* **⭐️ WFGY Adopters** - > Short adoption summary showing the strongest current integrations first. - > ➔ [Adopters](https://github.com/onestardao/WFGY/blob/main/ADOPTERS.md) - -* **⭐️ WFGY Case Evidence** - > Interpretation layer explaining what those integrations suggest in practice. - > ➔ [Case Evidence](https://github.com/onestardao/WFGY/blob/main/CASE_EVIDENCE.md) - -* **⭐️ WFGY Recognition Map** - > Full ecosystem ledger: integrations, curated lists, citations, and broader mentions. - > ➔ [Recognition Map](https://github.com/onestardao/WFGY/blob/main/recognition/README.md) +* ⭐️ **[WFGY Adopters](https://github.com/onestardao/WFGY/blob/main/ADOPTERS.md)** : Short summary of the strongest public integrations. +* ⭐️ **[WFGY Case Evidence](https://github.com/onestardao/WFGY/blob/main/CASE_EVIDENCE.md)** : What those integrations imply in real systems. +* ⭐️ **[WFGY Recognition Map](https://github.com/onestardao/WFGY/blob/main/recognition/README.md)** : Full ecosystem ledger of integrations, citations, and mentions. ### 3. Frontier reasoning engine -* **⭐️ WFGY 3.0 Singularity Demo** - > TXT-based tension reasoning engine for long-horizon stress testing on 131 S-class problems. - > ➔ [WFGY 3.0 TXT Pack](https://raw.githubusercontent.com/onestardao/WFGY/refs/heads/main/TensionUniverse/WFGY-3.0_Singularity-Demo_AutoBoot_SHA256-Verifiable.txt) - -* **⭐️ Event Horizon Overview** - > Overview of the WFGY 3.0 reasoning surface, structure, and surrounding materials. - > ➔ [Event Horizon](https://github.com/onestardao/WFGY/blob/main/TensionUniverse/EventHorizon/README.md) +* ⭐️ **[WFGY 3.0 Singularity Demo](https://raw.githubusercontent.com/onestardao/WFGY/refs/heads/main/TensionUniverse/WFGY-3.0_Singularity-Demo_AutoBoot_SHA256-Verifiable.txt)** : TXT-based reasoning engine for long-horizon stress tests on 131 S-class problems. +* ⭐️ **[Event Horizon Overview](https://github.com/onestardao/WFGY/blob/main/TensionUniverse/EventHorizon/README.md)** : Overview of the WFGY 3.0 reasoning architecture. ### 4. Theory and lineage -* **⭐️ WFGY 2.0 Core** - > Core framework, formulas, and reasoning structure behind the current system. - > ➔ [WFGY 2.0 Core](https://github.com/onestardao/WFGY/blob/main/core/README.md) +* ⭐️ **[WFGY 2.0 Core](https://github.com/onestardao/WFGY/blob/main/core/README.md)** : Core framework and reasoning structure behind the system. +* ⭐️ **[WFGY 1.0 Legacy](https://github.com/onestardao/WFGY/blob/main/legacy/README.md)** : Earlier conceptual foundation of the WFGY line. -* **⭐️ WFGY 1.0 Legacy** - > Earlier conceptual layer and historical foundation of the WFGY line. - > ➔ [WFGY 1.0 Legacy](https://github.com/onestardao/WFGY/blob/main/legacy/README.md) +### 5. Collaboration and pilots +* ⭐️ **[Work with WFGY](https://github.com/onestardao/WFGY/blob/main/WORK_WITH_WFGY.md)** : Entry point for pilots, audits, and research collaboration. --- ## What this repository is -WFGY is not a single artifact. - -This repository exposes three practical entry layers: - -1. **Problem Map + Global Debug Card** - Practical diagnostic wedge for broken RAG and agent systems. - -2. **WFGY Core + Legacy** - Engine lineage, theory, formulas, and conceptual structure. - -3. **WFGY 3.0 Singularity Demo** - TXT-based frontier reasoning engine built around 131 S-class problems for long-horizon stress testing. - -If you are new here and only want the fastest practical entry, start with the **Problem Map**. +> **WFGY is not a single artifact.** +> +> This repository exposes three practical entry layers: +> +> 1. **Problem Map + Global Debug Card** +> Diagnostic layer for broken RAG and agent systems. +> +> 2. **WFGY Core + Legacy** +> Engine lineage, theory, formulas, and conceptual structure. +> +> 3. **WFGY 3.0 Singularity Demo** +> TXT-based frontier reasoning engine built around 131 S-class problems. +> +> If you only want the fastest entry, start with the **Problem Map**. --- @@ -524,3 +504,6 @@ treat WFGY as a reference framework and cite this repository when relevant. --> + + +