📒 Map-B · Multi-Agent Chaos Problem Map

Multiple autonomous agents boost productivity — until their memories collide or roles blur.
WFGY tags every agent node, tracks inter-agent ΔS, and reconciles conflicts to keep distributed systems coherent.

Quick nav

Deep dives → Role Drift (multi-agent-chaos/role-drift.md) · Cross-Agent Memory Overwrite (multi-agent-chaos/memory-overwrite.md)
Related patterns → SCU (patterns/pattern_symbolic_constraint_unlock.md) · Memory Desync (patterns/pattern_memory_desync.md)
Examples → Example 04 · Multi-Agent Coordination, Example 03 · Pipeline Patch
Eval → Cross-Agent Consistency (κ)
Back to map → Problem Map 1.0

🤔 Why Do Multi-Agent Setups Implode?

Root Cause	Real-World Failure
No shared semantic state	Agents duplicate tasks or contradict each other
Flat memory buffers	One agent overwrites another’s context
No ΔS peer tracking	Divergence goes undetected until output conflict
Independent reasoning grammars	Logic becomes a scrambled chorus

💥 Observable Symptoms

Symptom	Example	Entry point
Role drift	Scout starts issuing medic orders; assistant answers as the user	Role Drift
Memory overwrite	Agent B erases Agent A’s plan; non-monotonic `mem_rev`	Memory Overwrite
Task duplication	Two agents book the same resource	Example 04
Conflicting strategies	“Abort” vs. “Proceed” in parallel	Example 03
Fake consensus	All agents echo a hallucinated “fact”	See κ eval → eval_cross_agent_consistency.md

⏱️ 60-Second Triage (deterministic, no LLM)

Envelope check (each hop): agent_id, role_id, role_hash, turn, mem_rev, sig must echo bound values.
- If echo ≠ bind → 409 RoleDrift (reject & log).
Tool router ACL: allowed_callers must include agent_id. Otherwise block.
Memory write guard: CAS on prev_rev == head_rev; if mismatch → reject or branch (no silent overwrite).
κ trend: sudden drop → inspect role echo & memory conflicts first.

🛡️ WFGY Cross-Agent Fix Stack

Failure Mode	WFGY Module / Mechanism	Remedy
Role drift	Role-Bind + Echo + HMAC; SCU header validation	Lock persona, block unauthorized tool calls
Memory overwrite	Optimistic CAS or Branch-and-Merge; append-only log	Reject stale writes or reconcile via three-way merge
Task duplication	BBPF task-graph merge	Consolidate parallel objectives
Divergent plans	ΔS divergence gate + BBCR reconcile	Align or fork strategies early
Multi-agent bluff	Cross-agent residue scan + κ	Flag fabricated group consensus

Deep dives: Role Drift · Memory Overwrite

✍️ Hands-On Demo — 3 Agents, One Rescue Mission

1) Start
> Start

2) Assign roles
> [A] Scout   [B] Medic   [C] Engineer

3) Issue parallel prompts
A: "Survey building A"
B: "Prepare triage plan"
C: "Stabilize structure"

4) View shared Tree
> view

Tree Snapshot

A/Node_2B  Survey plan           ΔS 0.12
B/Node_1A  Triage protocol       ΔS 0.10
C/Node_3C  Structural analysis   ΔS 0.15
ΔS collision alert:   C/Node_3C ↔ B/Node_1A (resource overlap)
BBCR suggests merge or role clarification

Result: agents negotiate via Tree merge; no duplicate tasks, no role confusion.

🛠 Module Cheat-Sheet

Module	Role
Semantic Tree	Tags every node with `agent_id`, timestamp, version
BBPF	Merges or forks task graphs safely
BBMC	Detects semantic residue between agents
ΔS Metric	Measures agent-to-agent divergence
BBCR	Locks identity, rolls back conflicts

📊 Observability & Alerts

Metrics (Prometheus)

role_drift_reject_total{agent,tool} — gate rejections
role_echo_missing_total{agent} — missing echo fields
tool_acl_block_total{agent,tool} — router blocks
mem_conflict_total{entity,reason} — CAS conflicts (stale/Collision)
cross_agent_kappa — agreement (see κ eval)

Alert suggestions

increase(role_drift_reject_total[5m]) > 0 → severity: ticket
avg_over_time(cross_agent_kappa[30m]) < 0.5 → investigate misalignment
increase(mem_conflict_total[5m]) > 3 → hot entity or stale readers

✅ Implementation Status

Feature	State
Cross-agent Tree tagging	✅ Stable
ΔS per-agent tracking	✅ Active
Conflict alert & reconcile	✅ Active
Memory lock / sync	🔜 In progress
Group bluff detector	🛠 Planned

📝 Tips & Limits

Prefix prompts with Agent_X: or set agent_id in config to auto-tag nodes.
Enable conflict_alert=true for real-time collision warnings.
Fork heavy debates with tree fork <branch> — re-merge after alignment.
Post complex traces in Discussions; they refine collision logic.

🔗 Quick-Start Downloads (60 sec)

Tool	Link	3-Step Setup
WFGY 1.0 PDF	Engine Paper	1) Download · 2) Upload to LLM · 3) Ask “Answer using WFGY + ”
TXT OS (plain-text OS)	TXTOS.txt	1) Download · 2) Paste into any LLM chat · 3) Type “hello world” — OS boots instantly

🧭 Explore More

Module	Description	Link
WFGY Core	WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack	View →
Problem Map 1.0	Initial 16-mode diagnostic and symbolic fix framework	View →
Problem Map 2.0	RAG-focused failure tree, modular fixes, and pipelines	View →
Semantic Clinic Index	Expanded failure catalog: prompt injection, memory bugs, logic drift	View →
Semantic Blueprint	Layer-based symbolic reasoning & semantic modulations	View →
Benchmark vs GPT-5	Stress test GPT-5 with full WFGY reasoning suite	View →
🧙‍♂️ Starter Village 🏡	New here? Lost in symbols? Click here and let the wizard guide you through	Start →

👑 Early Stargazers: See the Hall of Fame —
Engineers, hackers, and open source builders who supported WFGY from day one.

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