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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

SubcommandAliasesDescription
statusinfoGit branch, working tree status, last commit
agentslistList 16 agents (6 active + 10 standby)
broadcast [msg]Message all connected agents
controldashboardFull control panel with resource metrics
kill [agent]stopGraceful stop (SIGTERM → drain → terminate)
restart [agent]Stop → clear → reinit → online

Agent Roster

AgentRoleStatus
GrokCoordinatorActive
OpusImplementorActive
RalphOrchestratorActive
HarperSpecialistActive
BenjaminSpecialistActive
LucasSpecialistActive
MU-1..MU-10WorkersStandby

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

ItemPriceRating
LSP Pack$TRI4.8
Zig Bundle$TRI4.9
Sacred Math$TRI5.0
SWE Agent Pro$TRI4.7
Swarm Controller Pro$TRI4.6
VIBEE Templates$TRI4.8
Auto-Refactor Engine$TRI4.5

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

SubcommandDescription
earnShow earning channels and rates
stakeShow staking status and APY
leaderboardDisplay top $TRI earners
statsDetailed 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)

TierMin StakeAPY
I10 $TRI61.8%
II100 $TRI161.8%
III1000 $TRI381.9%
IV5000 $TRI618.0%
V10000 $TRI1009%

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

SubcommandDescription
initializeCreate cluster, start coordinator, bind discovery + job ports
discoverBroadcast UDP discovery packet, collect responses, print node table
add-nodeConnect to node, validate handshake, sync CRDT state, init $TRI wallet
remove-nodeGracefully disconnect, redistribute work, claim pending $TRI rewards
statusShow node count, online/offline, operations, $TRI earned, health score
syncTrigger CRDT synchronization (delta or force full state transfer)
federateEstablish federation link, merge CRDT states, pool $TRI, enable cross-cluster dispatch
shutdownStop nodes, claim pending $TRI, persist CRDT state, print final reward summary
health-checkPing all nodes, check heartbeats, validate CRDT, report needle status
listList 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

PortProtocolPurpose
9333UDPNode discovery (broadcast)
9334TCPJob distribution + results
8080HTTPREST API + dashboard

$TRI PoUW Rewards

Nodes earn $TRI tokens for compute contributions via Proof of Useful Work:

OperationReward
PoUW computation0.001 $TRI/op
Benchmark0.005 $TRI/bench
CRDT sync0.0001 $TRI/sync

Tier multipliers (stake-based):

TierStakeMultiplier
FREE01.0x
STAKER100+ $TRI1.5x
POWER1,000+ $TRI2.0x
WHALE10,000+ $TRI3.0x

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):

StatusConditionMessage
Sharpscore >= 0.618KOSCHEI BESSMERTEN!
Dulling0 < score < 0.618Igla tupitsya
Brokenscore <= 0REGRESSIYA!

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:

LevelNamePowerStatus
1Toolphi^1Transcended
2Agentphi^2Transcended
3Intelligencephi^3Transcended
4Consciousnessphi^5Transcended
5Omnisciencephi^8Transcended
6Creatorphi^11Transcended
7Eternalphi^14Transcended
8Infinitephi^15Transcended
9Divinephi^21APOTHEOSIS

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

SubcommandDescription
analyzeAnalyze convergence metrics across all subsystems
proofMathematical 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

SubcommandDescription
summaryComplete summary of all 96 development cycles
legacyThe 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.