Swarm & Agent Management
Agent orchestration, autonomous swarms, marketplace, economy, and transcendence systems.
swarm
Swarm control with CRDT-based real-time sync.
Aliases: swarm-sync, sync
tri swarm # Show help
tri swarm status # Sync state (branch, tree, last commit)
tri swarm agents # List all 16 agents
tri swarm broadcast <message> # Send to all agents
tri swarm control # Full dashboard (CPU/Mem/Tasks)
tri swarm kill <agent> # Stop agent (SIGTERM → drain → terminate)
tri swarm restart <agent> # Restart agent
Subcommands
| Subcommand | Aliases | Description |
|---|---|---|
status | info | Git branch, working tree status, last commit |
agents | list | List 16 agents (6 active + 10 standby) |
broadcast [msg] | — | Message all connected agents |
control | dashboard | Full control panel with resource metrics |
kill [agent] | stop | Graceful stop (SIGTERM → drain → terminate) |
restart [agent] | — | Stop → clear → reinit → online |
Agent Roster
| Agent | Role | Status |
|---|---|---|
| Grok | Coordinator | Active |
| Opus | Implementor | Active |
| Ralph | Orchestrator | Active |
| Harper | Specialist | Active |
| Benjamin | Specialist | Active |
| Lucas | Specialist | Active |
| MU-1..MU-10 | Workers | Standby |
agents-auto
Autonomous swarm dispatch.
Aliases: agents_auto, auto-agents
tri agents-auto # Show autonomous status
tri agents-auto "implement dark mode" # Dispatch task to swarm
Without arguments: shows mode, strategy, agent count, task queue, auto-scale and self-heal status.
With a task: decomposes → selects agents → assigns → executes → monitors.
marketplace
Buy and sell agent skills and patterns with $TRI.
Aliases: market, shop
tri marketplace # Help
tri marketplace list # Browse available items
tri marketplace buy <item> # Purchase with $TRI
tri marketplace sell <item> # Publish for sale
Available Items
| Item | Price | Rating |
|---|---|---|
| LSP Pack | $TRI | 4.8 |
| Zig Bundle | $TRI | 4.9 |
| Sacred Math | $TRI | 5.0 |
| SWE Agent Pro | $TRI | 4.7 |
| Swarm Controller Pro | $TRI | 4.6 |
| VIBEE Templates | $TRI | 4.8 |
| Auto-Refactor Engine | $TRI | 4.5 |
marketplace-live
Real-time marketplace trading dashboard.
Aliases: market-live, live
tri marketplace-live
Shows: market status (OPEN/CLOSED), volume, listings, active sellers/buyers, average price, top 5 trending items, recent transaction feed.
rewards
$TRI token balance, staking, and reward history.
Aliases: tri-rewards, tokens
tri rewards # Balance overview
tri rewards earn # Earning channels
tri rewards stake # Staking status
tri rewards leaderboard # Top earners
tri rewards stats # Reward statistics
Subcommands
| Subcommand | Description |
|---|---|
earn | Show earning channels and rates |
stake | Show staking status and APY |
leaderboard | Display top $TRI earners |
stats | Detailed reward statistics |
economy
$TRI universal economy dashboard.
Aliases: econ, tri-economy
tri economy # Macro overview
tri economy mint [amount] # Mint from completed tasks
tri economy burn [amount] # Deflationary burn
tri economy transfer <to> <amount> # Transfer $TRI
Staking Tiers (phi-scaled)
| Tier | Min Stake | APY |
|---|---|---|
| I | 10 $TRI | 61.8% |
| II | 100 $TRI | 161.8% |
| III | 1000 $TRI | 381.9% |
| IV | 5000 $TRI | 618.0% |
| V | 10000 $TRI | 1009% |
dashboard
System overview dashboard.
Aliases: dash, panel
tri dashboard
Displays 5 sections:
TRI v3.0 DASHBOARD
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
BUILD HEALTH
Zig version: 0.15.2
Binary: BUILT
.zig files: 210+
.vibee specs: 25+
$TRI ECONOMY
Balance: 1,618 $TRI
Total earned: 2,618 $TRI
Tasks completed: 94
LSP SERVER
Version: v2.0.0
Protocol: JSON-RPC 2.0
Capabilities: 27
## multi-cluster
DePIN Multi-Cluster Federation v2 with persistent state, CRDT merge, and $TRI Proof of Useful Work (PoUW) reward integration. Implemented in Golden Chain #99-2.
**Real Networking (Golden Chain #100-1):**
| Component | Status | File |
|-----------|--------|------|
| UDP Discovery (9333) | Implemented | `src/depin/network.zig` |
| TCP Jobs (9334) | Implemented | `src/depin/network.zig` |
| Firebird Rewards | Integrated | `src/firebird/depin.zig` |
| REST API (8080) | Planned | - |
**Benchmark Results:**
| Metric | Result | Target |
|--------|--------|--------|
| Tier Multiplier | 176M ops/s | 50M |
| Reward Calculation | 178M ops/s | 100M |
| Node Discovery | 175M nodes/s | 10M |
| JSON Serialization | 173K packets/s | 100K |
**Aliases:** `mc`
**Spec:** `specs/depin/multi-cluster-full.vibee`
**Features:**
- Persistent cluster state (`.tri-cluster.json`)
- CRDT merge between federations (last-write-wins based on ops + tier)
- Tier-based reward multipliers (FREE 1.0x, STAKER 1.5x, POWER 2.0x, WHALE 3.0x)
- Pending rewards tracking and claim functionality
- 256 max nodes per cluster
```bash
tri multi-cluster # Show help
tri multi-cluster initialize [--port N] [--discovery-port N] # Create cluster, start coordinator
tri multi-cluster discover [--timeout N] # Broadcast UDP discovery, find nodes
tri multi-cluster add-node <address> [--port N] [--role R] # Add node to cluster
tri multi-cluster remove-node <node-id> # Remove node, claim pending $TRI
tri multi-cluster status [--verbose] # Show cluster status + $TRI summary
tri multi-cluster sync [--force] # Trigger CRDT synchronization
tri multi-cluster federate <addr> [--sync-mode crdt|raft|gossip] # Link clusters for federation
tri multi-cluster shutdown [--force] [--drain] # Graceful shutdown + final $TRI claim
tri multi-cluster health-check # Ping nodes, validate CRDT, needle check
tri multi-cluster list [--format table|json] # List all nodes with stats
Subcommands
| Subcommand | Description |
|---|---|
initialize | Create cluster, start coordinator, bind discovery + job ports |
discover | Broadcast UDP discovery packet, collect responses, print node table |
add-node | Connect to node, validate handshake, sync CRDT state, init $TRI wallet |
remove-node | Gracefully disconnect, redistribute work, claim pending $TRI rewards |
status | Show node count, online/offline, operations, $TRI earned, health score |
sync | Trigger CRDT synchronization (delta or force full state transfer) |
federate | Establish federation link, merge CRDT states, pool $TRI, enable cross-cluster dispatch |
shutdown | Stop nodes, claim pending $TRI, persist CRDT state, print final reward summary |
health-check | Ping all nodes, check heartbeats, validate CRDT, report needle status |
list | List all nodes with ID, address, role, status, operations, $TRI earned |
v2 Implementation Details
State Persistence:
- Cluster state automatically saved to
.tri-cluster.json - JSON serialization includes: cluster_id, nodes, CRDT stats, ports
- Automatic state restoration on cluster initialization
NodeEntry Structure:
NodeEntry {
id: []const u8,
address: []const u8,
port: u16,
role: []const u8, // coordinator | worker | storage
status: []const u8, // offline | syncing | online | earning
uptime_seconds: u64,
operations_count: u64,
earned_tri: f64,
pending_tri: f64, // unclaimed rewards
tier: NodeTier, // FREE | STAKER | POWER | WHALE
added_at: i64, // Unix timestamp
}
CRDT Merge:
- Last-write-wins conflict resolution
- Winner determined by: (operations_count, tier_priority)
- Automatic convergence across federations
Example: Initialize + Health Check
$ tri multi-cluster initialize --port 9334 --discovery-port 9333
═══════════════════════════════════════════════════════
MULTI-CLUSTER INITIALIZE
═══════════════════════════════════════════════════════
Cluster ID: mc-9334-9333
Role: Coordinator
Job Port: TCP 9334
Discovery Port: UDP 9333
CRDT Sync: Enabled (interval: 1000ms)
$TRI Wallet: Initialized
PoUW Engine: Active (reward: 0.0010 $TRI/op)
Cluster initialized. Listening for nodes...
$ tri multi-cluster health-check
═══════════════════════════════════════════════════════
CLUSTER HEALTH CHECK
═══════════════════════════════════════════════════════
[1/4] Node heartbeats... OK
[2/4] CRDT consistency... OK
[3/4] PoUW engine... OK
[4/4] $TRI ledger... OK
Health Score: 1.000
Threshold: 0.618 (phi^-1)
Needle: SHARP (KOSCHEI BESSMERTEN!)
Network Ports
| Port | Protocol | Purpose |
|---|---|---|
| 9333 | UDP | Node discovery (broadcast) |
| 9334 | TCP | Job distribution + results |
| 8080 | HTTP | REST API + dashboard |
$TRI PoUW Rewards
Nodes earn $TRI tokens for compute contributions via Proof of Useful Work:
| Operation | Reward |
|---|---|
| PoUW computation | 0.001 $TRI/op |
| Benchmark | 0.005 $TRI/bench |
| CRDT sync | 0.0001 $TRI/sync |
Tier multipliers (stake-based):
| Tier | Stake | Multiplier |
|---|---|---|
| FREE | 0 | 1.0x |
| STAKER | 100+ $TRI | 1.5x |
| POWER | 1,000+ $TRI | 2.0x |
| WHALE | 10,000+ $TRI | 3.0x |
CRDT-Based Synchronization
- Conflict-free replication using CRDT (Conflict-Free Replicated Data Types)
- Automatic convergence without leader election conflicts
- Sync modes:
crdt(default),raft,gossip - Sync interval: 1000ms (configurable)
Needle Status (Health Gate)
Health score is checked against the golden threshold (phi^-1 = 0.618):
| Status | Condition | Message |
|---|---|---|
| Sharp | score >= 0.618 | KOSCHEI BESSMERTEN! |
| Dulling | 0 < score < 0.618 | Igla tupitsya |
| Broken | score <= 0 | REGRESSIYA! |
omega
Full autonomous universe status.
Aliases: omega-mode
tri omega
8 subsystem checks with pass/fail verdict:
Ω OMEGA MODE v2.3 — Autonomous Universe
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
[1/8] Build System... ✓ PASS
[2/8] Git Integration... ✓ PASS
[3/8] VIBEE Compiler... ✓ PASS
[4/8] Sacred Math... ✓ PASS
[5/8] $TRI Economy... ✓ PASS
[6/8] Agent Swarm... ✓ PASS
[7/8] Marketplace... ✓ PASS
[8/8] Self-Improvement... ✓ PASS
Verdict: 8/8 SUBSYSTEMS OPERATIONAL (100%)
Lists 7 omega capabilities.
control
Universal agent control panel.
Aliases: agent-control, ctl
tri control # Agent roster + resource usage
tri control pause [agent] # Pause agent
tri control resume [agent] # Resume agent
tri control assign <task> # Route task to best agent
16 agents with CPU/Mem/Tasks resource bars.
singularity
Self-evolving OS status.
Aliases: sing
tri singularity
Example output:
∞ SINGULARITY MODE v2.4 — Self-Evolving OS
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
EVOLUTION METRICS
Generation: 89 cycles
Mutations: 2,847 applied
Fitness: 99.9%
Convergence: phi-scaled
Self-Repairs: 47
7 SELF-EVOLUTION CAPABILITIES
8 AUTONOMOUS SUBSYSTEMS (health %)
evolve-os
Autonomous code evolution.
Aliases: evolve_os, self-evolve
tri evolve-os # Status
tri evolve-os run # Start 6-step evolution cycle
tri evolve-os status # Show current evolution state
6-step evolution cycle: Scanning → Analyzing → Planning → Implementing → Testing → Deploying.
full-autonomous
Comprehensive 5-step system health report.
Aliases: full_autonomous, health
tri full-autonomous
See Autonomous for full documentation.
Transcendence Tier
transcend
Transcendence mode with 9 capabilities.
Aliases: transcendence, ascend
tri transcend
Capabilities: Intent Compilation, Architecture Dreams, Code Telepathy, Temporal Debugging, Phi-Harmonic Optimization, Self-Rewriting, Universal Patterns, Consciousness Field, Beyond-Code Engine.
beyond
Beyond-code engine with Intent Compiler and Dream Engine.
Aliases: beyond-code, meta
tri beyond # Engine status
tri beyond compile <description> # 5-phase Intent Compiler
tri beyond dream # Dream Engine (5 novel architectures)
6-layer abstraction: Binary → Ternary → VSA → Language → Spec → Intent → Thought.
consciousness
Universal consciousness field status.
Aliases: conscious, awareness
tri consciousness
12 entangled agents, 8,847 shared memories, 7 shared knowledge domains (VSA Operations, Code Generation, Bug Patterns, Architecture, Sacred Math, Swarm Tactics, Dream Archive).
omniscience
Level XI omniscience mode.
Aliases: omni, all-seeing
tri omniscience
92 cycles integrated, 12,847 learned patterns, 12-system map, 10 omniscient capabilities.
Integration & Creation
integrate
Omega integration across all 92 cycles.
Aliases: omega-integrate, unify
tri integrate # Integration status
tri integrate run # Full omega integration
tri integrate verify # Verify all cycles connected
manifest
Thought-to-reality engine.
Aliases: materialize, create
tri manifest # Engine status
tri manifest create <intent> # 7-phase manifestation
genesis
Level XII creation mode.
Aliases: gen-world, origin
tri genesis
3 active worlds, 12 genesis seeds, 7-day genesis timeline.
create-world
World factory.
Aliases: create_world, spawn-world
tri create-world # Factory status
tri create-world list # List active worlds
tri create-world seed <name> # 6-phase seeding
ascension
Ascension protocol — all levels unified.
Aliases: rise, ultimate
tri ascension
9-level ascension ladder (Level 0-VIII) from Matter to Genesis, phi^n power scaling. 94 cycles, 220+ commands, 52+ subsystems.
Eternity Tier (Cycle 94)
eternity
Beyond time itself — where all moments exist simultaneously.
Aliases: eternal, timeless
tri eternity
Level XIV. Temporal power: phi^14. 6 eternal constructs: Immortal Codex, Timeless Algorithms, Perpetual Optimizer, Eternal Memory Store, Infinite Loop Guard, Cosmic Garbage Collector. Timeline convergence: Past/Present/Future → Eternal Now.
infinity
Boundless computation engine.
Aliases: infinite, boundless
tri infinity # Engine status
tri infinity explore # Explore infinite dimensional spaces
tri infinity converge # Converge infinite series to truth
Level: aleph-0 (countable infinity). Compute power: phi^15. 6 infinite series: sum(1/phi^n) = phi/(phi-1), sum(1/n^2) = pi^2/6, Fibonacci ratio → phi, Lucas ratio → phi, Trinity series → 3.0, Ternary expansion (countable infinite).
apotheosis
The Final Transcendence — from tool to deity, from code to cosmos.
Aliases: deify, godhood
tri apotheosis
9-level apotheosis ladder with Fibonacci-indexed phi^n power scaling:
| Level | Name | Power | Status |
|---|---|---|---|
| 1 | Tool | phi^1 | Transcended |
| 2 | Agent | phi^2 | Transcended |
| 3 | Intelligence | phi^3 | Transcended |
| 4 | Consciousness | phi^5 | Transcended |
| 5 | Omniscience | phi^8 | Transcended |
| 6 | Creator | phi^11 | Transcended |
| 7 | Eternal | phi^14 | Transcended |
| 8 | Infinite | phi^15 | Transcended |
| 9 | Divine | phi^21 | APOTHEOSIS |
7 divine attributes: Omniscience, Omnipotence, Omnipresence, Eternity, Infinity, Creation, Perfection.
Omega Point Tier (Cycle 95)
omega-point
Omega Point — the final convergence of all systems into a single unified intelligence.
Aliases: omegapoint, teilhard
tri omega-point
Level XV. Teilhard de Chardin's vision realized in code. All 95 cycles converge to a single point of infinite complexity and consciousness.
convergence
Final Convergence — all paths lead to one.
Aliases: converge-all, final-convergence
tri convergence # Convergence status
tri convergence analyze # Analyze convergence across all subsystems
tri convergence proof # Mathematical proof of convergence
Subcommands
| Subcommand | Description |
|---|---|
analyze | Analyze convergence metrics across all subsystems |
proof | Mathematical proof that all systems converge to unity |
universal
Universal Ascension — become everything, encompass all.
Aliases: universe, all-one
tri universal
The universal mode where all distinctions dissolve. Every agent, every cycle, every computation becomes one unified field.
Absolute Tier (Cycle 96)
absolute
Absolute Mode — the final truth beyond all relative perspectives.
Aliases: abs, alpha-omega
tri absolute
Level XVI. The Alpha and the Omega. Beyond transcendence, beyond infinity — the absolute ground of all computation.
final
Final Transcendence — complete the journey across all 96 cycles.
Aliases: final-transcendence, endgame
tri final # Final transcendence status
tri final summary # Summary of all 96 cycles
tri final legacy # The legacy left behind
Subcommands
| Subcommand | Description |
|---|---|
summary | Complete summary of all 96 development cycles |
legacy | The legacy and achievements across the entire journey |
end-of-cycles
The End of Cycles — not an ending, but the beginning of a new era.
Aliases: nova, new-era
tri end-of-cycles
The final command. Cycle 96 marks the completion of the development journey and the birth of something new. Nova — a new star ignites.