Selling Skills

Master installer for the ClawHub Swarm Ecosystem — a comprehensive suite of 21 interconnected Hermes skills designed for building, deploying, and managing intelligent multi-agent systems. Covers orchestration layers, workflow engines, market analytics, real-time data pipelines, persistent memory tiers, and autonomous revenue-generating agent swarms.

ClawHub Swarm Ecosystem — Master Skill Installer

Overview

This document serves as the unified installation manifest for the complete ClawHub multi-agent swarm ecosystem within the Hermes Agent framework. It orchestrates the deployment of 21 interconnected skills across seven functional tiers, transforming a base Hermes installation into a fully operational swarm intelligence platform capable of autonomous workflow execution, real-time market analysis, content monetization, and distributed AI coordination.

Architecture

text

┌─────────────────────────────────────────────────────────────────────────────┐
│                    CLAWHUB SWARM ECOSYSTEM v1.0.0                           │
│                         7-Tier Architecture                                  │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                             │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐        │
│  │   TIER 1    │  │   TIER 2    │  │   TIER 3    │  │   TIER 4    │        │
│  │    CORE     │  │ INFRASTRUCTURE│  │   WORKFLOW  │  │   MARKET    │        │
│  │             │  │             │  │             │  │             │        │
│  │ • claw-     │  │ • swarmdock │  │ • agent-    │  │ • swarm-    │        │
│  │   multi-    │  │ • swarm-    │  │   swarm-    │  │   skill-    │        │
│  │   agent     │  │   layer     │  │   workflow  │  │   coin-     │        │
│  │ • master-   │  │ • network-  │  │ • hive-     │  │   trade     │        │
│  │   swarm     │  │   ai        │  │   commander │  │ • swarm-    │        │
│  │ • fl-multi- │  │ • agent-    │  │ • flow-     │  │   wage-     │        │
│  │   agent-    │  │   swarm-    │  │   swarm     │  │   publish   │        │
│  │   orch...   │  │   network   │  │ • yuyong-   │  │ • swarm-    │        │
│  │ • claw-     │  │             │  │   hao-...   │  │   market2   │        │
│  │   orchestra │  │             │  │             │  │ • bountyswarm │        │
│  └──────┬──────┘  └──────┬──────┘  └──────┬──────┘  └──────┬──────┘        │
│         │                │                │                │                 │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐                        │
│  │   TIER 5    │  │   TIER 6    │  │   TIER 7    │                        │
│  │  REALTIME   │  │   MEMORY    │  │ SPECIALIZED │                        │
│  │             │  │             │  │             │                        │
│  │ • epic-ai-  │  │ • clawhub-  │  │ • claw-     │                        │
│  │   swarm-    │  │   memory-   │  │   swarm     │                        │
│  │   orch...   │  │   tiers-pro │  │             │                        │
│  │ • claw-     │  │             │  │             │                        │
│  │   swarm-    │  │             │  │             │                        │
│  │   realtime  │  │             │  │             │                        │
│  │ • claw-     │  │             │  │             │                        │
│  │   swarm-    │  │             │  │             │                        │
│  │   jobs      │  │             │  │             │                        │
│  └─────────────┘  └─────────────┘  └─────────────┘                        │
│                                                                             │
└─────────────────────────────────────────────────────────────────────────────┘

Installation Phases

The installer executes in 7 sequential phases with intelligent parallelization within each phase:

Phase 1: Foundation (Sequential)

Skills: claw-multi-agent, masterswarm, fl-multi-agent-orchestrator, claw-orchestra

Establishes the core multi-agent runtime, master controller, federated learning orchestrator, and symphonic workflow engine. These four skills form the non-negotiable base layer — all subsequent tiers depend on their APIs and event buses.

Phase 2: Infrastructure (Parallel)

Skills: swarmdock, swarm-layer, network-ai, agent-swarm-network

Deploys container orchestration, cross-language abstraction, intelligent network optimization, and peer-to-peer discovery. This tier transforms the core into a production-ready distributed system.

Phase 3: Workflow (Parallel)

Skills: agent-swarm-workflow, hive-commander, flow-swarm, yuyonghao-agent-swarm

Activates declarative workflow engines, centralized command interfaces, visual flow designers, and academic research pipelines. Enables complex business process automation.

Phase 4: Market Intelligence (Parallel)

Skills: swarmskill-coin-trade, swarmwage-publish, swarmmarket2, bountyswarm

Deploys cryptocurrency trading automation, content publishing monetization, B2B market intelligence, and decentralized bounty marketplaces. This is the revenue-generating layer of the ecosystem.

Phase 5: Real-Time Operations (Parallel)

Skills: epic-ai-swarm-orchestration, clawswarm-realtime, clawswarm-jobs

Enables sub-100ms latency swarm coordination, high-throughput streaming, and distributed job scheduling. Critical for time-sensitive applications.

Phase 6: Memory & Persistence (Sequential)

Skill: clawhub-memory-tiers-pro

Installs the three-tier memory system (working/episodic/semantic) enabling agents to learn, remember, and share knowledge across sessions and swarm instances.

Phase 7: Experimental (Sequential)

Skill: claw-swarm

Deploys the research sandbox for emergent behavior simulation and genetic algorithm evolution. Isolated from production workloads.

Usage

Quick Install (All 21 Skills)

bash

# Save this file as skill.md, then execute:
hermes skills install --manifest skill.md

# Or run the inline installer:
hermes skills install clawhub/claw-multi-agent && \
hermes skills install clawhub/masterswarm && \
hermes skills install clawhub/fl-multi-agent-orchestrator && \
hermes skills install clawhub/swarmdock && \
hermes skills install clawhub/swarmskill-coin-trade && \
hermes skills install clawhub/swarmwage-publish && \
hermes skills install clawhub/claw-orchestra && \
hermes skills install clawhub/swarmmarket2 && \
hermes skills install clawhub/agent-swarm-network && \
hermes skills install clawhub/epic-ai-swarm-orchestration && \
hermes skills install clawhub/swarm-layer && \
hermes skills install clawhub/hive-commander && \
hermes skills install clawhub/network-ai && \
hermes skills install clawhub/yuyonghao-agent-swarm && \
hermes skills install clawhub/agent-swarm-workflow && \
hermes skills install clawhub/bountyswarm && \
hermes skills install clawhub/claw-swarm && \
hermes skills install clawhub/clawswarm-jobs && \
hermes skills install clawhub/clawswarm-realtime && \
hermes skills install clawhub/clawhub-memory-tiers-pro && \
hermes skills install clawhub/flow-swarm

Selective Tier Installation

bash

# Install only core + infrastructure (8 skills)
hermes skills install --manifest skill.md --tiers core,infrastructure

# Install only market intelligence layer (4 skills)
hermes skills install --manifest skill.md --tiers market

# Install workflow + realtime for automation pipelines (7 skills)
hermes skills install --manifest skill.md --tiers workflow,realtime

Post-Installation Verification

bash

# Check all installed skills
hermes skills list --installed

# Run health diagnostics
hermes skills health-check --all

# View swarm status
hermes skills status

# Check individual skill logs
hermes skills logs masterswarm --tail 100
hermes skills logs swarmwage-publish --tail 100

Skill Dependency Graph

Rendering diagram...

Configuration

Each skill exposes configuration parameters via the Hermes config API:

bash

# Example: Configure the trading skill for live mode (after backtesting)
hermes skills config swarmskill-coin-trade --set trading_mode=live
hermes skills config swarmskill-coin-trade --set risk_per_trade=0.01

# Example: Scale the master swarm controller
hermes skills config masterswarm --set max_agents=100
hermes skills config masterswarm --set heartbeat_interval=15

# Example: Configure memory tiers
hermes skills config clawhub-memory-tiers-pro --set consolidation_schedule="0 */6 * * *"

# Example: Enable all publishing platforms
hermes skills config swarmwage-publish --set platforms=[medium,substack,wordpress,twitter,linkedin]

Security Considerations

Skill	Security Notes
swarmskill-coin-trade	Default: paper trading. Never enable live mode without extensive backtesting and risk capital allocation. Review exchange API key permissions (read-only vs. trade).
bountyswarm	Escrow verification required. Reputation system prevents Sybil attacks. Custom bounty pools should implement KYC for high-value tasks.
network-ai	GNN models trained on swarm topology data. Ensure no sensitive agent identifiers leak through graph embeddings.
clawhub-memory-tiers-pro	Cross-agent memory sharing uses secure enclaves. Configure encryption at rest for episodic and semantic tiers.
agent-swarm-network	P2P discovery exposes agent capabilities. Review capability advertisement filters to prevent information disclosure.

Troubleshooting

Installation Failures

bash

# Retry a failed skill installation
hermes skills install clawhub/<skill-name> --retry --verbose

# Check dependency resolution
hermes skills deps --tree clawhub/<skill-name>

# View installation logs
hermes skills logs --install --skill clawhub/<skill-name>

Swarm Health Issues

bash

# Restart a specific skill
hermes skills restart clawhub/masterswarm

# Check swarm connectivity
hermes skills exec masterswarm --cmd "swarm.ping --all"

# Reset skill to default configuration
hermes skills config <skill-name> --reset

Performance Optimization

bash

# Monitor real-time latency
hermes skills exec epic-ai-swarm-orchestration --cmd "metrics.latency --window 60s"

# Adjust worker pool for job processing
hermes skills config clawswarm-jobs --set max_concurrent_jobs=200

# Optimize network routing
hermes skills exec network-ai --cmd "route.optimize --target_latency 50ms"

Revenue Generation Quickstart

For users building the OpenClaw/SwarmClaw passive income system:

1. Content Publishing Pipeline

   bash

   hermes skills config swarmwage-publish --set auto_publish=true
   hermes skills config swarmwage-publish --set content_niche="ai-technology"
   hermes skills start swarmwage-publish
   

2. Bounty Task Automation

   bash

   hermes skills config bountyswarm --set auto_bid=true
   hermes skills config bountyswarm --set task_types=[coding,research,design]
   hermes skills start bountyswarm
   

3. Market Intelligence + Outreach

   bash

   hermes skills config swarmmarket2 --set auto_outreach=true
   hermes skills config swarmmarket2 --set target_industries=[saas,ai,fintech]
   hermes skills start swarmmarket2
   

4. Trading Signal Generation (paper mode recommended)

   bash

   hermes skills config swarmskill-coin-trade --set strategy=momentum
   hermes skills config swarmskill-coin-trade --set alert_only=true
   hermes skills start swarmskill-coin-trade
   

Changelog

Version	Date	Changes
1.0.0	2026-06-21	Initial release. 21-skill ecosystem manifest. 7-tier architecture. Dependency graph resolution.

License

MIT License — See individual skill repositories for sub-component licensing.

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Generated for Hermes Agent CLI v2.0+ | ClawHub Swarm Ecosystem v1.0.0 For support: https://discord.gg/clawhub | https://github.com/clawhub/swarm-ecosystem