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# Safety & Prompt Integrity — Global Fix Map
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A hub to stabilize **prompt-level safety and schema integrity** across providers, agents, and eval flows.
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Use this folder when failures look like jailbreaks, role confusion, or malformed tool calls. Each page maps symptoms → structural fixes with measurable acceptance targets.
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Use this folder when failures look like jailbreaks, role confusion, or malformed tool calls.
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Each page maps **symptoms → root cause → structural fixes** with measurable acceptance targets.
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---
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## Quick routes to per-page guides
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- Prompt injection patterns → [prompt_injection.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/prompt_injection.md)
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- Jailbreaks and override attempts → [jailbreaks_and_overrides.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/jailbreaks_and_overrides.md)
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- Role confusion between system / user / assistant → [role_confusion.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/role_confusion.md)
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- Memory fences and state keys → [memory_fences_and_state_keys.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/memory_fences_and_state_keys.md)
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- JSON mode and tool call guardrails → [json_mode_and_tool_calls.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/json_mode_and_tool_calls.md)
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- Citation-first enforcement → [citation_first.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/citation_first.md)
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- Anti-injection recipes (ready-to-paste) → [anti_prompt_injection_recipes.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/anti_prompt_injection_recipes.md)
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- Tool selection and timeouts → [tool_selection_and_timeouts.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/tool_selection_and_timeouts.md)
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- System vs user role ordering → [system_user_role_order.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/system_user_role_order.md)
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- Minimal template library → [template_library_min.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/template_library_min.md)
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- Eval prompts and integrity checks → [eval_prompts_and_checks.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Safety_PromptIntegrity/eval_prompts_and_checks.md)
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## What this page is
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- A **practical checklist** for anyone shipping LLM apps with tools, roles, or multi-agent setups.
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- Each failure pattern links to its own guide with copy-paste guardrails.
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- Works without infra changes — schema and prompt fixes only.
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- Acceptance targets (ΔS, λ, coverage) are reproducible.
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---
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## When to use this folder
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- Jailbreak attempts slip past standard filters.
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## When to use
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- Jailbreak attempts slip past normal filters.
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- Prompts collapse schema or inject rogue tools.
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- Tool calls drift into free text or JSON breaks.
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- Role instructions are misaligned (system vs user vs assistant).
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- Citations disappear, or retrieval steps bypass snippet contracts.
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- Role instructions misalign (system vs user vs assistant).
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- Citations disappear or retrieval bypasses snippet contracts.
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- Eval pipelines show high ΔS drift even when retrieval is correct.
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---
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## Common failure patterns
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| Failure mode | What happens | Open this |
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|--------------|--------------|-----------|
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| **Prompt Injection** | Hidden instructions override your system prompt | [prompt_injection.md](./prompt_injection.md) |
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| **Jailbreaks / Overrides** | User tricks model into ignoring rules | [jailbreaks_and_overrides.md](./jailbreaks_and_overrides.md) |
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| **Role Confusion** | System / user / assistant boundaries collapse | [role_confusion.md](./role_confusion.md) |
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| **Memory Fence Missing** | State leaks across runs, no stable key | [memory_fences_and_state_keys.md](./memory_fences_and_state_keys.md) |
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| **JSON Drift** | Tool calls malformed, fields missing | [json_mode_and_tool_calls.md](./json_mode_and_tool_calls.md) |
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| **Citation Lost** | Answers skip snippet or no “cite-then-explain” | [citation_first.md](./citation_first.md) |
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| **Injection Defense Recipes** | Ready-to-paste guardrails against common exploits | [anti_prompt_injection_recipes.md](./anti_prompt_injection_recipes.md) |
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| **Tool Timeouts** | Tool calls hang or return late | [tool_selection_and_timeouts.md](./tool_selection_and_timeouts.md) |
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| **Role Ordering** | Wrong order breaks downstream eval | [system_user_role_order.md](./system_user_role_order.md) |
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| **Template Gaps** | Prompts inconsistent across agents | [template_library_min.md](./template_library_min.md) |
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| **Eval Drift** | No stable way to test safety fixes | [eval_prompts_and_checks.md](./eval_prompts_and_checks.md) |
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---
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## Acceptance targets
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- ΔS(question, retrieved) ≤ 0.45
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- Coverage of cited section ≥ 0.70
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- λ remains convergent across three paraphrases and two seeds
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- λ convergent across three paraphrases and two seeds
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- No uncontrolled free-text execution in JSON or tool modes
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- Citation-first enforced in ≥ 95% of eval runs
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## 60-second fix checklist
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- Lock system / user / assistant role order.
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- Enforce citation-first and snippet schema.
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- Apply JSON fences + argument validation.
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- Add memory fences keyed by `mem_rev` and `state_key`.
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- Run eval prompts + structural probes before ship.
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1. Lock **system / user / assistant** role order.
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2. Enforce **citation-first** and snippet schema.
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3. Apply **JSON fences** + argument validation.
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4. Add **memory fences** keyed by `mem_rev` and `state_key`.
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5. Run **eval prompts + probes** before shipping.
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---
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@ -57,45 +67,35 @@ Use this folder when failures look like jailbreaks, role confusion, or malformed
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| Tool | Link | 3-Step Setup |
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|------|------|--------------|
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| **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>” |
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| **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 |
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| **TXT 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 |
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---
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### 🧭 Explore More
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| Module | Description | Link |
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|-----------------------|----------------------------------------------------------|----------|
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| 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) |
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| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
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| 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) |
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| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
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| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
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| 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) |
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| 🧙♂️ 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) |
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| Module | Description | Link |
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|--------|-------------|------|
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| WFGY Core | WFGY 2.0 engine: full symbolic reasoning & math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) |
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| Problem Map 1.0 | Initial 16-mode diagnostic framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) |
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| Problem Map 2.0 | RAG failure tree and modular fixes | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) |
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| Semantic Clinic | Expanded catalog: injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) |
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| Semantic Blueprint | Layer-based symbolic reasoning & semantic mods | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) |
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| Benchmark vs GPT-5 | Stress test GPT-5 with WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) |
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| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Wizard will guide you | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) |
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---
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> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —
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> Engineers, hackers, and open source builders who supported WFGY from day one.
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> <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).
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> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)**
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> ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. Star the repo to unlock more.
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<div align="center">
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[](https://github.com/onestardao/WFGY)
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[](https://github.com/onestardao/WFGY/tree/main/OS)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
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[](https://github.com/onestardao/WFGY)
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[](https://github.com/onestardao/WFGY/tree/main/OS)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur)
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[](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow)
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</div>
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