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157 lines
6.4 KiB
Markdown
157 lines
6.4 KiB
Markdown
<!-- ======================================================= -->
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<!-- agent-boundary-design.md · Semantic Clinic / Map-B -->
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<!-- Draft v0.1 · MIT · 2025-08-06 -->
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<!-- Purpose: Prevent runaway tool / agent loops, role -->
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<!-- bleed, and conflicting instructions in multi-agent -->
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<!-- frameworks (LangChain, CrewAI, AutoGen, etc.). -->
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<!-- ======================================================= -->
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# 🛡️ Agent Boundary Design
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*Keep every agent in its lane — zero role-bleed, zero infinite loops.*
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> **Scope.**
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> This guide covers:
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> * Router-tool chains (e.g. ReAct, ChatGPT Plugins)
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> * Crew/Team frameworks (AutoGen, CrewAI, Flowise, etc.)
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> * 1-shot function calls inside a broader RAG pipeline
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>
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> **Who needs it?** Anyone who has seen:
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> – “Tool A” call “Tool B” which calls “Tool A” again
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> – System prompts overwritten mid-conversation
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> – JSON schema mismatch crashes midway
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> – Agents debating instead of finishing tasks
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---
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## 1 · Top-5 Symptoms
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| # | Failure Mode | Surface Sign |
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|--:|--------------|--------------|
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| 1 | **Recursive Loop** | Call stack grows until token limit |
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| 2 | **Role Bleed** | System prompt replaced by tool description |
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| 3 | **Argument Drift** | JSON schema validation fails randomly |
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| 4 | **Shadow Jailbreak** | Tool prompt overrides original guard |
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| 5 | **Timeout Cascade** | Router stalls → downstream agents idle |
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---
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## 2 · Root Causes
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1. **Shared Context Bank** — all agents write to the same `messages[]`.
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2. **Open-Ended Tool Trigger** — router picks any function with > 0.1 prob.
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3. **No ΔS Ceiling** — semantic jump between *task* and *tool description* unchecked.
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4. **Missing λ Gate** — divergent sub-goal allowed without confirmation.
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5. **Stackless Error Prop** — failure inside tool lost; router retries blindly.
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---
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## 3 · WFGY Boundary Blueprint
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> A four-layer guardrail using core modules **BBMC**, **ΔS + λ**, **WAI**, **BBCR**.
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| Stage | Module | Guard | Purpose |
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|-------|--------|-------|---------|
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| 1 Tool Semantic Index | **BBMC** | ΔS(tool, task) ≤ 0.45 | Filter irrelevant tools early |
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| 2 ΔS-Gate Router | **ΔS + λ_observe** | λ must stay convergent | Block divergent recursion |
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| 3 Arg Linter | **WAI** | Strict JSON schema & auto-defaults | No partial / null args |
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| 4 Fail-Fast + Bridge | **BBCR** | On > 5 retries or ΔS > 0.60 | Collapse & suggest manual tool |
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```mermaid
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flowchart TD
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Q[User Question]
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R[ΔS-Gate Router]
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TI[Tool Index (BBMC)]
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L[Arg Linter (WAI)]
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T[Tool Call]
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F[BBCR Bridge]
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Q --> R
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R -->|match| TI --> L --> T
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R -.->|reject| F --> Q
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````
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---
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## 4 · Design Pattern Cheats
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| Pattern | When to Use | Setup |
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| ------------------------ | -------------------------------- | ------------------------------------------------------------ |
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| **Single-Shot Function** | 3-5 tool set, clear primary | ΔS ≤ 0.45 & λ convergent |
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| **Dual-Agent Debate** | need pro / con analysis | Two agents share *read-only* memory; write own node |
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| **Crew Workflow** | 3+ steps (research → draft → QA) | Each agent gets isolated `messages[]`; only summaries passed |
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| **Guarded Plugin** | External API call with risk | Wrap output through Arg Linter + BBCR |
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---
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## 5 · Hands-On Debug Checklist
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1. **Log Router Decision**
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```python
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router(question, tools, debug=True) # prints ΔS + λ for every candidate
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```
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2. **Simulate Failure**
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```
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user: "Summarise PDF" # but remove pdf_loader from tool list
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```
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*Expected:* BBCR suggests manual tool; model does **not** loop.
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3. **Stress-Test Recursion**
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```python
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for i in range(20):
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router("plan", tools) # ensure no self-call chain
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```
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ΔS should stay ≤ 0.45; call depth ≤ 3.
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---
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## 6 · Audit Template (README snippet)
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```txt
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## Agent Boundary Settings
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ΔS tool-match ceiling : 0.45
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λ divergence allowance : false
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WAI strict mode : true
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BBCR retries : 5
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```
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Copy into every repo to document boundary config.
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---
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### 🔗 Quick-Start Downloads (60 sec)
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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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---
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<!-- WFGY_FOOTER_START -->
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### Explore More
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| Layer | Page | What it’s for |
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| --- | --- | --- |
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| ⭐ Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
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| ⚙️ Engine | [WFGY 1.0](/legacy/README.md) | Original PDF tension engine and early logic sketch (legacy reference) |
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| ⚙️ Engine | [WFGY 2.0](/core/README.md) | Production tension kernel for RAG and agent systems |
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| ⚙️ Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine (131 S class set) |
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| 🗺️ Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure taxonomy and fix map |
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| 🗺️ Map | [Problem Map 2.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card for RAG and agent pipeline diagnosis |
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| 🗺️ Map | [Problem Map 3.0](/ProblemMap/wfgy-ai-problem-map-troubleshooting-atlas.md) | Global AI troubleshooting atlas and failure pattern map |
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| 🧰 App | [TXT OS](/OS/README.md) | .txt semantic OS with fast bootstrap |
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| 🧰 App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q&A built on TXT OS |
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| 🧰 App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image generation with semantic control |
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| 🏡 Onboarding | [Starter Village](/StarterVillage/README.md) | Guided entry point for new users |
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If this repository helped, starring it improves discovery so more builders can find the docs and tools.
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[](https://github.com/onestardao/WFGY)
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<!-- WFGY_FOOTER_END -->
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