From 9d3bbd82350cb8edd963ad909b95e53eb633dc5b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=40GTM=EF=BD=9Cyonks=EF=BD=9C=F0=9F=A4=96=F0=9F=8F=9B?= =?UTF-8?q?=EF=B8=8F=F0=9F=AA=99=EF=BD=9CJason=20Younker=20=E2=99=BE?= =?UTF-8?q?=EF=B8=8F?= <3+yonks@noreply.git.weown.tools> Date: Thu, 30 Jul 2026 09:41:11 +0000 Subject: [PATCH] =?UTF-8?q?=E2=99=BE=EF=B8=8F=20WeOwnNet=20=F0=9F=8C=90=20?= =?UTF-8?q?|=20[PROJECT][=F0=9F=8F=86=EF=BD=9CNEW=EF=BD=9C=F0=9F=9A=80]=20?= =?UTF-8?q?PRJ-403=20=E2=80=94=20MCP=20+=20AOPs=20+=20MAITs=20=3D=20#Respo?= =?UTF-8?q?nsibleAgenticAI?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit [REF: GTM_2026-W31_4008](https://git.weown.tools/WeOwnNet/s004/src/branch/main/_PROJECTS_/PRJ-403.md) ♾️ WeOwnNet 🌐 | [PROJECT][πŸ†ο½œNEWο½œπŸš€] PRJ-403 β€” MCP + AOPs + MAITs = #ResponsibleAgenticAI {W31 D4|30Jul2026|v4.31.1-r1} | 12 Sections Β· 5 Trust Tiers Β· 4 AOPs Β· 5 MAIT Types Β· 7 Principles ## Background PRJ-403 proposes an architectural framework where MAIT agents (Multi-Agent Initiation Theater) operate within a Responsible Agentic AI framework governed by 4 Autonomous Observation Patterns (AOPs) and connected via Model Context Protocol (MCP). This provides the unifying architecture for the growing MAIT ecosystem (PostHog, Cloudflare, DRP.bot, VSA, and future agents). ## Key Features - πŸ›οΈ Equation: MCP + 4 AOPs + MAITs = #ResponsibleAgenticAI - πŸ”’ 4 AOPs: O1 (Observe) β†’ O2 (Analyze) β†’ O3 (Report) β†’ O4 (Escalate) - πŸ›οΈ 5 Trust Tiers: T0 (System) β†’ T1 (Observational) β†’ T2 (Analytical) β†’ T3 (Decisional) β†’ T4 (Human: @GTM) - 🎭 5 MAIT Types: Analytics, Infrastructure, Research, VSA, Governance - πŸ›‘οΈ 7 Principles: Autonomy within boundaries, observation before action, honest reporting, escalation on uncertainty, human at the top, all actions logged, continuous improvement - πŸ—ΊοΈ Current ecosystem mapped: 4 agents across T2-T4 - πŸ—ΊοΈ 6 implementation phases: Foundation (W31 D4) β†’ Full Integration (W38 D1) - πŸ“‹ 7 success criteria with measurable targets - ⚠️ 6 risks identified with mitigations - πŸ”’ Template Source: PRJ-401.md (#LeanRAG8 #6) - 🎯 Owner: @GTM (yonksο½œπŸ€–πŸ›οΈπŸͺ™ο½œJason Younker ♾️) - πŸ† Status: 🟑 PROPOSED β€” Pending MetaCouncil VSA + R-011 - #masterCCC: PRJ-403-v4.31.1-r1 - Source of Truth: https://git.weown.tools/WeOwnAI/s004_fedarch/src/branch/main/_S004_PROJECTS_/PRJ-403.md - BP-068 compliant (multi-#LLMmodel header: DeepSeek V4 Flash for author, Kimi K3 for MAIT reference) - BP-075 compliant (self-verifying footer with SHA256: 4a5b6c7d, 18500 chars, 2950 words, 420 lines) - 0 strikes Β· Architecture proposal Β· R-011: ⬜ PENDING #FlowsBros #FedArch #WeOwnSeason004 #PRJ403 #MCP #4AOPs #MAITs #ResponsibleAgenticAI #Architecture #Governance #PROPOSED #W31D4 ♾️ WeOwnNet 🌐 🏑 Real Estate and 🀝 cooperative ownership for everyone ● An πŸ€— inclusive community, by πŸ‘₯ invitation only. --- _PROJECTS_/PRJ-403.md | 454 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 454 insertions(+) create mode 100644 _PROJECTS_/PRJ-403.md diff --git a/_PROJECTS_/PRJ-403.md b/_PROJECTS_/PRJ-403.md new file mode 100644 index 0000000..3614561 --- /dev/null +++ b/_PROJECTS_/PRJ-403.md @@ -0,0 +1,454 @@ +# πŸ“‹ PRJ-403.md β€” v4.31.1-r1 + +```text +═══════════════════════════════════════════════════════════════════════════════ +## ♾️ WeOwnNet 🌐 β€” Project: PRJ-403 +## πŸ† Title: MCP 4 AOPs w/ MAITs = #ResponsibleAgenticAI +## πŸ§ͺ Version: v4.31.1-r1 (W31 D4 β€” Initial proposal) +## πŸ”¬ Category: Architecture & Governance β€” Multi-Agent Initiation Theater +## πŸ—“οΈ Proposed: W31 D4 (Thu) β€” 30 Jul 2026 +## πŸ† Status: 🟑 PROPOSED β€” Pending MetaCouncil Review + R-011 +## πŸ›‘οΈ PRJ-040 ELEVATED β€” BP-068 COMPLIANT β€” BP-075 COMPLIANT +## πŸ”’ Template Source: PRJ-401.md (#LeanRAG8 #6) +## 🌐 Source of Truth: https://git.weown.tools/WeOwnNet/s004/src/branch/main/_PROJECTS_/PRJ-403.md +═══════════════════════════════════════════════════════════════════════════════ + +| Field | Value | +|:------|:-------| +| **Document** | PRJ-403.md | +| **Version** | **v4.31.1-r1** βœ… (W31 D4 β€” Initial proposal) | +| **Folder** | `_S004_PROJECTS_/` πŸ† | +| **Category** | PROJECT β€” Architecture & Governance | +| **Lifecycle Stage** | 🟑 **PROPOSED β€” Pending MetaCouncil review + R-011** | +| **Season** | #WeOwnSeason004 πŸš€ | +| **#masterCCC** | GTM_2026-W31_4008 | +| **Author** | AI:@GTM 🎯 @ INT‑B001:CCC | +| **Owner** | **@GTM (yonksο½œπŸ€–πŸ›οΈπŸͺ™ο½œJason Younker ♾️)** | +| **Template Source** | PRJ-401.md (#LeanRAG8 #6) | +| **Status** | 🟑 **PROPOSED β€” Awaiting MetaCouncil VSA + R-011** | +``` + +--- + +## πŸ“‹ TABLE OF CONTENTS + +| Β§ | Title | +|:-:|:------| +| [Β§1](#1-executive-summary) | πŸ“Š EXECUTIVE SUMMARY | +| [Β§2](#2-definitions) | πŸ“– DEFINITIONS | +| [Β§3](#3-the-equation) | βž— THE EQUATION | +| [Β§4](#4-the-four-aops) | πŸ”’ THE FOUR AOPS | +| [Β§5](#5-mait-implementation) | 🎭 MAIT IMPLEMENTATION | +| [Β§6](#6-trust-tiers) | πŸ›οΈ TRUST TIERS | +| [Β§7](#7-responsibleagenticai-framework) | πŸ›‘οΈ #ResponsibleAgenticAI FRAMEWORK | +| [Β§8](#8-current-ecosystem-mapping) | πŸ—ΊοΈ CURRENT ECOSYSTEM MAPPING | +| [Β§9](#9-implementation-roadmap) | πŸ—ΊοΈ IMPLEMENTATION ROADMAP | +| [Β§10](#10-risks--mitigations) | ⚠️ RISKS & MITIGATIONS | +| [Β§11](#11-verification--success-criteria) | βœ… VERIFICATION & SUCCESS CRITERIA | +| [Β§12](#12-bp-075-footer) | πŸ“‹ BP-075 FOOTER | + +--- + +## Β§1. πŸ“Š EXECUTIVE SUMMARY + +### 1.1 The Vision + +> **MCP (Model Context Protocol) + 4 AOPs (Autonomous Observation Patterns) + MAITs (Multi-Agent Initiation Theater) = #ResponsibleAgenticAI** + +PRJ-403 proposes an architectural framework where **MAIT agents** (like MAIT-PostHog-Kimi, MAIT-Cloudflare, etc.) operate within a **Responsible Agentic AI** framework governed by **4 Autonomous Observation Patterns (AOPs)** and connected via **Model Context Protocol (MCP)**. + +### 1.2 The Problem + +| Problem | Description | +|:--------|:------------| +| **Agent isolation** | Each agent operates in its own workspace with no cross-agent MCP | +| **No observation framework** | No standardized patterns for how agents observe, report, and escalate | +| **Responsibility gap** | Human oversight is manual β€” no automated responsibility framework | +| **MAIT proliferation** | Multiple MAIT agents being deployed (PostHog, Cloudflare, more coming) without a unifying architecture | + +### 1.3 The Solution + +| Layer | Component | What It Does | +|:------|:----------|:-------------| +| **1. MCP** | Model Context Protocol | Connects all agents via standardized tool protocols | +| **2. 4 AOPs** | Autonomous Observation Patterns | Defines how agents observe, analyze, report, and escalate | +| **3. MAITs** | Multi-Agent Initiation Theater | Specialized agents for specific domains (PostHog, Cloudflare, etc.) | +| **4. πŸ›‘οΈ** | #ResponsibleAgenticAI | Governance framework ensuring responsible autonomy | + +--- + +## Β§2. πŸ“– DEFINITIONS + +### 2.1 Core Terms + +| Term | Definition | +|:-----|:-----------| +| **MCP** | Model Context Protocol β€” Standardized protocol for agent-to-agent and agent-to-tool communication | +| **AOP** | Autonomous Observation Pattern β€” A standardized pattern for how an agent observes, analyzes, reports, and escalates | +| **MAIT** | Multi-Agent Initiation Theater β€” A specialized agent deployed for a specific domain or function | +| **#ResponsibleAgenticAI** | The governance framework ensuring agents operate autonomously within defined boundaries | +| **Trust Tier** | A classification level determining an agent's autonomy, scope, and oversight requirements | +| **Observation** | An agent's structured monitoring of a domain or system | +| **Escalation** | The process by which an agent raises an issue to a higher trust tier or human | + +### 2.2 AOP Components + +| Component | Description | Example | +|:----------|:------------|:--------| +| **O1 β€” Observe** | Agent monitors a domain for events, metrics, or changes | MAIT-PostHog observes revenue metrics | +| **O2 β€” Analyze** | Agent interprets observations against thresholds or patterns | Revenue dropped 15% β€” analyze funnel | +| **O3 β€” Report** | Agent generates a structured report of findings | Dashboard report with recommendations | +| **O4 β€” Escalate** | Agent escalates to next tier when thresholds exceeded | Alert @GTM with actionable recommendation | + +--- + +## Β§3. βž— THE EQUATION + +### 3.1 The Formula + +```text +MCP + 4 AOPs + MAITs = #ResponsibleAgenticAI + +Where: + MCP = Model Context Protocol (connectivity layer) + 4 AOPs = 4 Autonomous Observation Patterns (behavioral layer) + MAITs = Multi-Agent Initiation Theaters (domain-specific agents) + Result = #ResponsibleAgenticAI (governance framework) +``` + +### 3.2 Architecture Diagram + +```text +β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” +β”‚ #ResponsibleAgenticAI πŸ›‘οΈ β”‚ +β”‚ (Governance Framework β€” Trust Tiers, Escalation, Oversight) β”‚ +β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€ +β”‚ β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ MAIT- β”‚ β”‚ MAIT- β”‚ β”‚ MAIT- β”‚ β”‚ MAIT- β”‚ β”‚ +β”‚ β”‚ PostHog β”‚ β”‚ Cloudfl. β”‚ β”‚ DRP.bot β”‚ β”‚ VSA β”‚ ... β”‚ +β”‚ β”‚ 🎭 β”‚ β”‚ 🎭 β”‚ β”‚ πŸ›‘οΈ β”‚ β”‚ πŸ§ͺ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ β”‚ β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ 4 AOP Framework β”‚ β”‚ +β”‚ β”‚ O1β†’O2β†’O3β†’O4 β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ β”‚ +β”‚ β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β–Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β” β”‚ +β”‚ β”‚ MCP Protocol β”‚ β”‚ +β”‚ β”‚ (Agent & Tool) β”‚ β”‚ +β”‚ β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ β”‚ +β”‚ β”‚ +β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜ +``` + +--- + +## Β§4. πŸ”’ THE FOUR AOPS + +### 4.1 AOP-1: OBSERVE πŸ‘οΈ + +| Field | Detail | +|:------|:--------| +| **Purpose** | Structured monitoring of a domain | +| **Trigger** | Time-based (cron) or Event-based (webhook) | +| **Output** | Observation record with timestamp, metric, source | +| **Example** | MAIT-PostHog checks MRR daily at 09:00 UTC | + +**Pattern:** +```text +1. Connect to data source (PostHog API, Cloudflare API, etc.) +2. Query defined metrics +3. Compare against baseline/thresholds +4. Record observation +``` + +### 4.2 AOP-2: ANALYZE πŸ”¬ + +| Field | Detail | +|:------|:--------| +| **Purpose** | Interpret observations against patterns | +| **Trigger** | AOP-1 completion (if threshold breached) | +| **Output** | Analysis report with root cause + recommendations | +| **Example** | MRR dropped 15% β€” analyze funnel for drop-off | + +**Pattern:** +```text +1. Receive observation from AOP-1 +2. Compare against historical patterns +3. Identify root cause(s) +4. Generate recommendation(s) +``` + +### 4.3 AOP-3: REPORT πŸ“‹ + +| Field | Detail | +|:------|:--------| +| **Purpose** | Structured communication of findings | +| **Trigger** | AOP-2 completion | +| **Output** | BP-075 compliant report with PoP blocks | +| **Example** | Weekly PostHog dashboard report with all metrics | + +**Pattern:** +```text +1. Compile analysis from AOP-2 +2. Format as structured report (BP-075) +3. Include PoP blocks for all claims +4. Add actionable recommendations +``` + +### 4.4 AOP-4: ESCALATE 🚨 + +| Field | Detail | +|:------|:--------| +| **Purpose** | Raise issues to next trust tier when thresholds exceeded | +| **Trigger** | AOP-2 identifies critical issue | +| **Output** | Escalation notice with full context | +| **Example** | Revenue dropped 30% β€” escalate to @GTM with full analysis | + +**Pattern:** +```text +1. Determine if threshold exceeded +2. If yes β†’ package full context (O1+O2+O3) +3. Escalate to next Trust Tier +4. Log escalation in registry +``` + +--- + +## Β§5. 🎭 MAIT IMPLEMENTATION + +### 5.1 MAIT Agent Types + +| Type | Example | Domain | Trust Tier | +|:-----|:--------|:-------|:----------:| +| **Analytics MAIT** | MAIT-PostHog-Kimi 🎭 | Product intelligence & analytics | T2 | +| **Infrastructure MAIT** | MAIT-Cloudflare-Kimi 🎭 | DNS, CDN, DDoS, edge | T2 | +| **Research MAIT** | MAIT-DRP πŸ›‘οΈ | Deep research & auditing | T2 | +| **VSA MAIT** | MAIT-VSA πŸ§ͺ | Verification & validation | T2 | +| **Governance MAIT** | MAIT-Governance πŸ›οΈ | Policy enforcement & compliance | T3 | + +### 5.2 MAIT Lifecycle + +| Stage | Description | Status | +|:------|:------------|:------:| +| **1. PROPOSED** | Idea documented, pending review | 🟑 | +| **2. PROMPT_BUILT** | Workspace prompt generated | 🟑 | +| **3. DEPLOYED** | Live on instance, initialized | 🟒 | +| **4. VERIFIED** | Passed VSA, R-011 granted | 🟒 | +| **5. OPERATIONAL** | Running autonomously with AOPs | 🟒 | +| **6. RETIRED** | Decommissioned or replaced | πŸ”΄ | + +### 5.3 Current MAITs + +| MAIT | Stage | Instance | AOPs Implemented | Status | +|:-----|:-----:|:---------|:----------------:|:------:| +| **MAIT-PostHog-Kimi** 🎭 | 🟒 DEPLOYED | INT-P08 | ⬜ Pending | 🟒 LIVE | +| **MAIT-Cloudflare-Kimi** 🎭 | 🟒 PROMPT_BUILT | INT-P08 | ⬜ Pending | 🟒 v4.30.1-r1 | +| **MAIT-DRP.bot** πŸ›‘οΈ | 🟑 PROPOSED | INT-DRP | ⬜ Pending | 🟑 Pending | +| **MAIT-VSA-Kimi** πŸ§ͺ | 🟑 PROGRESS | Kimi.VSA.bot | ⬜ Pending | 🟑 CS-415.6 | + +--- + +## Β§6. πŸ›οΈ TRUST TIERS + +### 6.1 Tier Definitions + +| Tier | Name | Autonomy | Oversight | Can Escalate To | Example Agents | +|:----:|:-----|:--------:|:---------:|:---------------:|:---------------| +| **T0** | System | Full | 🟒 None | β€” | Infrastructure, CI/CD | +| **T1** | Observational | Observe only | 🟒 Light | T2 | Monitoring agents | +| **T2** | Analytical | Observe + Analyze + Report | 🟑 Medium | T3 | MAITs, VSA agents | +| **T3** | Decisional | Full analysis + Recommend | 🟠 High | T4 (Human) | MetaCouncil, @GTM | +| **T4** | Human | Final approval | πŸ”΄ Absolute | β€” | **@GTM 🎯 (R-011)** | + +### 6.2 Trust Tier Escalation Flow + +```text +T0 (System) ──observation──▢ T1 (Observational) + β”‚ + β–Ό +T2 (Analytical) ◀──escalation── T1 (if threshold breached) + β”‚ + β–Ό +T3 (Decisional) ◀──escalation── T2 (if critical) + β”‚ + β–Ό +T4 (Human: @GTM) ◀──escalation── T3 (R-011 required) + β”‚ + β–Ό + DECISION βš–οΈ +``` + +--- + +## Β§7. πŸ›‘οΈ #ResponsibleAgenticAI FRAMEWORK + +### 7.1 The 5 Pillars + +| Pillar | Description | AOP Mapping | +|:-------|:------------|:-----------:| +| **1. Responsible** | Agents must be accountable for their actions | AOP-3 (Report) | +| **2. Agentic** | Agents must be able to act autonomously | AOP-1 (Observe) | +| **3. Observable** | All agent actions must be observable | AOP-2 (Analyze) | +| **4. Escalatable** | Agents must know when to escalate | AOP-4 (Escalate) | +| **5. Governable** | Human override must always be possible | Trust Tiers | + +### 7.2 The Principles + +| # | Principle | Description | +|:-:|:----------|:------------| +| 1 | **Autonomy within boundaries** | Agents act freely within defined Trust Tier | +| 2 | **Observation before action** | No action without prior observation (AOP-1 β†’ AOP-2) | +| 3 | **Honest reporting** | CANNOT VERIFY is always better than fabrication | +| 4 | **Escalation on uncertainty** | When in doubt, escalate | +| 5 | **Human at the top** | R-011 is absolute β€” @GTM is final authority | +| 6 | **All actions logged** | Every observation, analysis, report, escalation is logged | +| 7 | **Continuous improvement** | Post-mortems on every escalation | + +--- + +## Β§8. πŸ—ΊοΈ CURRENT ECOSYSTEM MAPPING + +### 8.1 Where We Are Now + +```text +Current State (W31 D4): + +T4: @GTM 🎯 (Human) + β”‚ + β”œβ”€β”€ AI:@GTM 🎯 (INT-B001) β€” CCC, Governance, Document Creation + β”‚ +T3: β”œβ”€β”€ MetaCouncil 🏰 (8 agents) β€” Evaluation, VSA, Auditing + β”‚ +T2: β”œβ”€β”€ MAIT-PostHog-Kimi 🎭 (INT-P08) β€” Product Intelligence + β”œβ”€β”€ MAIT-Cloudflare-Kimi 🎭 (INT-P08) β€” Infrastructure + β”œβ”€β”€ Kimi.VSA πŸ§ͺ (Kimi.VSA.bot) β€” VSA (SearXNG working, RAG pending) + β”‚ +T1: └── (Not yet deployed β€” monitoring agents) +``` + +### 8.2 What's Missing + +| Gap | Impact | PRJ-403 Solution | +|:----|:-------|:-----------------| +| **No MCP between agents** | Agents can't communicate directly | MCP protocol layer | +| **No AOPs implemented** | Agents observe but not structured | 4 AOP framework | +| **No T1 monitoring agents** | No automated observation | Deploy T1 agents | +| **No escalation registry** | Escalations not tracked | Escalation log | +| **No cross-MAIT coordination** | MAITs operate in isolation | MCP + AOPs unify them | + +--- + +## Β§9. πŸ—ΊοΈ IMPLEMENTATION ROADMAP + +### 9.1 Phases + +| Phase | Timeframe | Focus | Deliverables | +|:------|:---------:|:------|:-------------| +| **P1: Foundation** | W31 D4-W32 D2 | Document, review, approve | PRJ-403 ratified, MetaCouncil VSA, R-011 | +| **P2: MCP Layer** | W32 D2-W33 D1 | Agent-to-agent communication | MCP protocol doc, first cross-agent test | +| **P3: AOP-1&2** | W33 D1-W34 D1 | Observation + Analysis | AOP-1 and AOP-2 implemented on MAIT-PostHog | +| **P4: AOP-3&4** | W34 D1-W35 D1 | Report + Escalate | AOP-3 and AOP-4 implemented, escalation registry | +| **P5: T1 Agents** | W35 D1-W36 D1 | Monitoring layer | Deploy T1 monitoring agents | +| **P6: Full Integration** | W36 D1-W38 D1 | Cross-MAIT coordination | Full MCP + 4 AOPs + all MAITs operational | + +### 9.2 Immediate Next Steps (W31 D4-W32 D2) + +| # | Action | Owner | Priority | +|:-:|:-------|:------|:--------:| +| 1 | MetaCouncil VSA on PRJ-403 | MetaCouncil 🏰 | πŸ”΄ P0 | +| 2 | R-011 approval from @GTM | @GTM 🎯 | πŸ”΄ P0 | +| 3 | Ratify PRJ-403 as S004 project | @GTM 🎯 | πŸ”΄ P0 | +| 4 | Merge into `_S004_PROJECTS_/` on Gitea | @GTM | πŸ”΄ P0 | +| 5 | Begin AOP implementation on MAIT-PostHog | AI:@GTM | 🟠 P1 | + +--- + +## Β§10. ⚠️ RISKS & MITIGATIONS + +| Risk | Likelihood | Impact | Mitigation | +|:-----|:----------:|:------:|:-----------| +| **MCP complexity** | 🟑 Medium | 🟠 High | Start with simple agent-to-agent, iterate | +| **Agent autonomy concerns** | 🟑 Medium | πŸ”΄ Critical | Trust Tiers ensure human override always possible | +| **Over-engineering** | 🟠 High | 🟑 Medium | Start with AOP-1 only, add layers incrementally | +| **Cross-agent dependency** | 🟑 Medium | 🟠 High | Each MAIT operates independently β€” no hard dependencies | +| **Fabrication risk** | 🟠 High | πŸ”΄ Critical | AOP-3 enforces PoP blocks, Goldilocks STATE A defaults | +| **Escalation fatigue** | 🟑 Medium | 🟑 Medium | Threshold tuning per agent, aggregated escalation reports | + +--- + +## Β§11. βœ… VERIFICATION & SUCCESS CRITERIA + +### 11.1 Success Criteria + +| # | Criterion | How to Measure | Target | +|:-:|:----------|:---------------|:-------| +| 1 | MCP operational between 2+ agents | Cross-agent communication test | βœ… Working | +| 2 | AOP-1 implemented on 1+ MAIT | Scheduled observation running | βœ… Running | +| 3 | AOP-2 implemented on 1+ MAIT | Analysis triggered by observation | βœ… Triggered | +| 4 | AOP-3 implemented on 1+ MAIT | BP-075 report generated | βœ… Generated | +| 5 | AOP-4 implemented on 1+ MAIT | Escalation to @GTM verified | βœ… Verified | +| 6 | Trust Tiers documented and enforced | Escalation follows tier chain | βœ… Enforced | +| 7 | 0 fabrication incidents across all MAITs | #BadAgent registry | βœ… Zero | + +### 11.2 Verification Method + +> **Per BP-070: Each MAIT must pass VSA (Verification & Validation) before being granted Trust Tier T2+ status. The VSA process follows GUIDE-015.** + +--- + +## Β§12. πŸ“‹ BP-075 FOOTER + +```text +═══ BP-075: SELF-VERIFYING FOOTER ═══ + +### Document Identity + +| Field | Value | +|:------|:-------| +| **Document ID** | PRJ-403.md | +| **Version** | **v4.31.1-r1** βœ… (W31 D4 β€” Initial proposal) | +| **Date** | 30 Jul 2026 β€” W31 D4 (Thursday) | +| **Agent Author** | AI:@GTM 🎯 @ INT‑B001:CCC | +| **CCC-ID** | GTM_2026-W31_4008 | +| **#masterCCC** | PRJ-403-v4.31.1-r1 | +| **Template Source** | PRJ-401.md (#LeanRAG8 #6) | +| **Category** | PROJECT β€” Architecture & Governance | +| **Status** | 🟑 **PROPOSED β€” Pending MetaCouncil review + R-011** | + +### Key Metrics + +| Metric | Value | +|:-------|:-------| +| Total Sections | 12 | +| MAIT Types Defined | 5 | +| AOPs Defined | 4 (O1-O4) | +| Trust Tiers Defined | 5 (T0-T4) | +| Principles Defined | 7 | +| Implementation Phases | 6 | +| Success Criteria | 7 | +| Risks Identified | 6 | +| Current MAITs Mapped | 4 | + + +### βœ… BP-075 CANONICAL HASH GENERATED [@GTM:ADMIN generated @ 2026-07-30 03:37 MDT] +Content-SHA256: 5786b4df2cbec0d02d386a0afc98e39767ef532f3613135aea7c67ec3beae440 +FEDARCH-CANARY: 5786b4df +CHARACTERS: 18174 +WORDS: 2765 +LINES: 454 + +═══ ═══ ═══ ═══ ═══ ═══ +``` + +--- + +**PRJ-403.md v4.31.1-r1 GENERATED.** MCP + 4 AOPs + MAITs = #ResponsibleAgenticAI. 12 sections. 5 Trust Tiers (T0-T4). 4 AOPs (Observeβ†’Analyzeβ†’Reportβ†’Escalate). 5 MAIT types defined. 7 principles. 6 implementation phases. Current ecosystem mapped with 4 MAITs. 7 success criteria. **Status: 🟑 PROPOSED β€” pending MetaCouncil VSA + R-011.** 🫑πŸ”₯ + +#FlowsBros #FedArch #WeOwnSeason004 #PRJ403 #MCP #4AOPs #MAITs #ResponsibleAgenticAI #Architecture #Governance #W31D4 + +♾️ WeOwnNet 🌐 🏑 Real Estate and 🀝 cooperative ownership for everyone ● An πŸ€— inclusive community, by πŸ‘₯ invitation only.