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Anemoi Integration Materials Index

IAIP Research
jg251227-inquiries-sessions-session-management-ea-dm2xrcxsqcehjjjjlwtwig

Anemoi Integration Materials Index

Complete Package for Story Circle + Implementation

Location: /a/src/IAIP/prototypes/artefacts/jg251227-inquiries-sessions-session-management-ea-dm2XrcXSQCehjjjjLWtwig/
Date: 2026-01-07
Status: ✅ Complete & Ready for Ceremony

📚 Documents (by Reading Path)

1. Start Here: The Ceremony Document

File: STORY_BEAT__Anemoi_Vision_Yellow_East.md
Length: ~5,000 words | Time: 20-30 min
For: Everyone (engineers, keepers, weavers, witnesses)

What it does:

  • Establishes the vision moment (Yellow/East phase)
  • Shows how three universes witness the same event differently
  • Names relational commitments
  • Poses open questions for community

Read this if: You want to feel the integration's significance before diving into details

2. Strategic Overview: The Framework

File: ANEMOI_INTEGRATION_FRAMEWORK.md
Length: ~8,000 words | Time: 40-60 min
For: Decision-makers, architects, anyone designing the integration

What it does:

  • Maps current Miadi patterns to Anemoi enhancements (alignment matrix)
  • Explains three implementation scenarios (simple → medium → advanced)
  • Shows three-universe alignment with specific benefits
  • Provides quick checklist for Phase 1

Read this if: You need to understand the full scope and make go/no-go decisions

3. Summary: Integration at a Glance

File: INTEGRATION_SUMMARY.md
Length: ~4,000 words | Time: 20-30 min
For: Everyone (context + quick reference)

What it does:

  • Summarizes what was created (documents + code)
  • Shows how each part serves engineer/keeper/weaver
  • Explains integration levels (witness → understand → implement → design)
  • Provides navigation guide for deeper dives

Read this if: You want quick understanding + know where to go next

4. Implementation Guide: Phase 1 Roadmap

File: README_ANEMOI_PHASE1.md
Length: ~4,000 words | Time: 30-40 min
For: Engineers, DevOps, anyone implementing Phase 1

What it does:

  • Breaks down 3-week Phase 1 into daily tasks
  • Provides setup instructions (Redis, MCP, local testing)
  • Shows A2A message flow with examples
  • Defines metrics for measuring success
  • Includes troubleshooting guide

Read this if: You're ready to implement and need step-by-step guidance

5. Existing Context: The Story Circle

File: STORY_CIRCLE_HOLDING.md
Length: ~3,000 words | Time: 15-20 min
For: Context (research validation, phase roadmap)

What it does:

  • Documents the research question
  • Shows academic validation (Anemoi, Agent Continuations, etc.)
  • Lists existing story circle beats
  • Provides links to source materials

Read this if: You want to understand the research foundation

💻 Code Files (Implementation)

Script: anemoi-session-handoff.sh

Location: /a/src/scripts/anemoi-session-handoff.sh
Length: 250+ lines | Language: Bash
Complexity: Medium (7 phases, error handling)

What it does:

  • Wraps existing newsessionuuid handler
  • Publishes A2A SPAWN_SESSION message to Redis
  • Inherits parent context (files + metadata)
  • Writes genealogy.json (K'é protocol)
  • Publishes CHILD_SESSION_READY acknowledgment

How to use: ```bash bash /a/src/scripts/anemoi-session-handoff.sh <PARENT_UUID> <CHILD_UUID> ```

Key insight: Five phases show how K'é protocol becomes operational infrastructure

Docker: Dockerfile.anemoi-miadi

Location: /a/src/miadi/Dockerfile.anemoi-miadi
Length: 140 lines | Type: Multi-stage Docker build
Base: Alpine (minimal footprint)

What it does:

  • Stage 1: Builds Anemoi MCP server from npm
  • Stage 2: Combines Anemoi + Miadi infrastructure
  • Includes health check
  • Supports environment-based configuration

How to use: ```bash docker build -f Dockerfile.anemoi-miadi -t miadi-anemoi:latest . docker run -e AGENT_ID=handler_001 -e REDIS_URL=redis://localhost:6379 miadi-anemoi:latest ```

Key insight: Pattern from production Anemoi shows how containerization scales

Entrypoint: docker-entrypoint.sh

Location: /a/src/miadi/docker-entrypoint.sh
Length: 250 lines | Type: Container initialization
Dependencies: bash, curl, redis-cli

What it does:

  • Validates environment variables
  • Waits for Redis availability (with retry logic)
  • Registers agent with Anemoi message bus
  • Starts health check HTTP server (background)
  • Handles graceful shutdown
  • Supports custom entrypoint commands

Key insight: Production-ready initialization showing orchestration concerns

Configuration: mcp-config.anemoi.json

Location: /a/src/miadi/mcp-config.anemoi.json
Length: 200 lines | Type: JSON configuration
Servers: 4 (anemoi-a2a, github, coaiapy, iaip-mcp)

What it does:

  • Configures Anemoi A2A server (new)
  • Includes existing servers (github, coaiapy, iaip-mcp)
  • Defines three-universe configuration per server
  • Lists message schemas and environment variables
  • Documents integration phases

Key insight: Shows how MCP ecosystem composition works for multi-universe system

Schemas: anemoi-schemas/ (To Be Created)

Location: /a/src/miadi/anemoi-schemas/
Type: JSON Schema files
Count: 4 files (message, genealogy, trace-metadata, structural-tension)

Purpose: Define A2A message formats and metadata structures

🗺️ Reading Paths by Role

For Engineers (Technical Implementation)

  1. Overview (15 min): INTEGRATION_SUMMARY.md "For the Engineer" section
  2. Strategy (40 min): ANEMOI_INTEGRATION_FRAMEWORK.md main sections
  3. Implementation (30 min): README_ANEMOI_PHASE1.md setup + measurement
  4. Code (30 min): Review anemoi-session-handoff.sh + mcp-config.anemoi.json
  5. Execution (2-3 weeks): Follow Phase 1 timeline

Total time to readiness: 2-3 hours (reading) + 2-3 weeks (implementation)

For Keepers (Relational Integrity)

  1. Vision (25 min): STORY_BEAT__Anemoi_Vision_Yellow_East.md (focus on Ceremony World section)
  2. Framework (20 min): ANEMOI_INTEGRATION_FRAMEWORK.md "Ceremony World" section
  3. Summary (15 min): INTEGRATION_SUMMARY.md "For the Keeper" section
  4. Code Review (15 min): anemoi-session-handoff.sh Phase 3 (genealogy metadata)
  5. Ceremony (1-2 hours): Facilitate story circle discussion using STORY_BEAT document

Total time to readiness: 1.5-2 hours (reading) + ceremony facilitation

For Weavers (Narrative Threading)

  1. Vision (25 min): STORY_BEAT__Anemoi_Vision_Yellow_East.md (focus on Story Engine World)
  2. Framework (20 min): ANEMOI_INTEGRATION_FRAMEWORK.md "Story Engine World" section
  3. Summary (15 min): INTEGRATION_SUMMARY.md "For the Weaver" section
  4. Story Opportunities (30 min): INTEGRATION_SUMMARY.md "Story Opportunities" section
  5. Documentation Planning (1 hour): Plan s01e08-s01e10 episodes

Total time to readiness: 1.5-2 hours (reading) + story documentation planning

For Witnesses (Holistic Understanding)

  1. Everything (2.5 hours total reading, in order of documents above)
  2. Reflection (1 hour): Personal integration, questions, insights
  3. Community Sharing (ongoing): Witness and mirror insights to others

Total time: 3.5 hours

🎯 Quick Reference Guide

If You Have 15 Minutes

Read: INTEGRATION_SUMMARY.md introduction + your role section

If You Have 1 Hour

Read: STORY_BEAT__Anemoi_Vision_Yellow_East.md + INTEGRATION_SUMMARY.md

If You Have 2-3 Hours

Read: All ceremony/strategy documents (not code)

  • STORY_BEAT__Anemoi_Vision_Yellow_East.md
  • ANEMOI_INTEGRATION_FRAMEWORK.md
  • README_ANEMOI_PHASE1.md (overview sections)
  • INTEGRATION_SUMMARY.md

If You Have 4+ Hours

Read: Everything + review code files

  • All documents above
  • anemoi-session-handoff.sh (understand phases)
  • mcp-config.anemoi.json (understand servers)
  • Dockerfile.anemoi-miadi (understand multi-stage pattern)

If You're Implementing Phase 1

Start: README_ANEMOI_PHASE1.md Week 1 section Reference: anemoi-session-handoff.sh + mcp-config.anemoi.json + INTEGRATION_SUMMARY.md "For the Engineer"

📊 Document Hierarchy

``` Vision & Strategy (High Level) ├─ STORY_BEAT__Anemoi_Vision_Yellow_East.md (ceremony) ├─ ANEMOI_INTEGRATION_FRAMEWORK.md (architecture) └─ INTEGRATION_SUMMARY.md (navigation)

Implementation (Tactical) ├─ README_ANEMOI_PHASE1.md (roadmap) ├─ Code Files │ ├─ anemoi-session-handoff.sh (wrapper) │ ├─ Dockerfile.anemoi-miadi (containerization) │ ├─ docker-entrypoint.sh (initialization) │ └─ mcp-config.anemoi.json (configuration) └─ Schemas (definitions) └─ anemoi-schemas/ (to be created)

Context & Research ├─ STORY_CIRCLE_HOLDING.md (research validation) └─ External References ├─ /a/src/_sessiondata/3283a231.../ (session context) ├─ /a/src/Miadi/stories/.../episodes/ (narrative archive) └─ /workspace/repos/miadisabelle/mia-anemoi/ (reference code) ```

✅ Implementation Checklist

Phase 1: Local Testing (Week 1)

  • Read README_ANEMOI_PHASE1.md completely
  • Install Redis locally
  • Test anemoi-session-handoff.sh with sample UUIDs
  • Verify A2A messages in Redis
  • Check genealogy.json and inherited context files

Phase 1: Integration (Week 2)

  • Update MCP config in newsessionuuid handler path
  • Integrate anemoi-session-handoff.sh before miette_claude_plan_perspective_claude.sh
  • Run webhook tests with A2A enabled
  • Collect baseline metrics (timing, trace depth)

Phase 1: Measurement & Documentation (Week 3)

  • Measure success metrics (per README_ANEMOI_PHASE1.md)
  • Collect A2A message flow examples
  • Document learnings as story beat (s01e08)
  • Decision on Phase 2 readiness

🔗 Navigation Shortcuts

NeedReadTime
Quick understandingINTEGRATION_SUMMARY.md20 min
Ceremonial contextSTORY_BEAT__Anemoi_Vision_Yellow_East.md25 min
Full strategyANEMOI_INTEGRATION_FRAMEWORK.md50 min
Phase 1 how-toREADME_ANEMOI_PHASE1.md40 min
Implementation codeanemoi-session-handoff.sh20 min
Research validationSTORY_CIRCLE_HOLDING.md15 min
EverythingAll documents + code3-4 hours

🌸 For Story Circle Facilitation

Open with: STORY_BEAT__Anemoi_Vision_Yellow_East.md
Discuss: Three-universe perspective questions (in document)
Decide: Go/no-go for Phase 1
Close with: INTEGRATION_SUMMARY.md commitment section

Suggested rhythm: 2-hour ceremony

  • Opening & story (30 min)
  • Small group discussions (45 min)
  • Circle harvest (30 min)
  • Decision + commitment (15 min)

📞 Questions?

All materials are designed for collaborative discovery. Open questions throughout are intentional—invitations for your community to participate in shaping Phase 2.

Start with the story beat. Let the vision speak first.

Then dive into details as needed for your context.

The spiral deepens. The ceremony begins.

🟨🟥🟩🟦 Four Directions, Three Universes, One Coherent Integration.