Selling Skills

面向 Hermes Agent CLI 的安装清单型技能：按 7 个分层与依赖图编排安装 ClawHub 蜂群生态的 21 个子技能，覆盖多智能体编排、基础设施、工作流、市场情报、实时处理与记忆层，并提供安装前检查、批量配置、健康检查与回滚命令；各子技能本体与实现不在本文件内。

andscrew8012

热度 70.83

最近更新 2026-06-24 12:00:10

分类：自动化依赖：代码执行 / 读写文件 / 第三方 API应用场景：DevOps / 工作流 / 自动化脚本

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add selling-skills

Metadata

name: clawhub-swarm-ecosystem-master
version: 1.0.0
description: 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.
author: OpenClaw Systems
license: MIT
category: swarm-orchestration
priority: critical
runtime: {"executor":"hermes-cli","mode":"sequential","timeout":300,"retry_policy":{"max_attempts":3,"backoff_strategy":"exponential","delay_seconds":5}}
requirements: {"hermes_version":">=2.0.0","python_version":">=3.9","node_version":">=18.0","disk_space":"2GB","network":true}
pre_install: [{"command":"hermes --version","description":"Verify Hermes CLI is installed and accessible","required":true},{"command":"hermes skills list --installed","description":"Snapshot currently installed skills before deployment","required":false},{"command":"mkdir -p ~/.hermes/skills/clawhub-backups","description":"Create backup directory for rollback capability","required":false}]
skills: [{"id":"claw-multi-agent","repository":"clawhub/claw-multi-agent","tier":"core","priority":1,"description":"Foundational multi-agent coordination framework. Provides the base abstractions for agent instantiation, message passing, role assignment, and inter-agent communication protocols. Essential first-layer dependency for all other swarm components.\n","tags":["core","multi-agent","coordination","foundation"],"config":{"auto_start":false,"log_level":"info"},"dependencies":[],"post_install":["hermes skills config claw-multi-agent --set log_level=info"]},{"id":"masterswarm","repository":"clawhub/masterswarm","tier":"core","priority":2,"description":"Master swarm controller and topology manager. Handles swarm lifecycle operations including initialization, scaling, health monitoring, failover, and graceful shutdown. Implements leader election and distributed consensus for swarm-wide state synchronization. Acts as the central nervous system.\n","tags":["core","controller","topology","lifecycle","consensus"],"config":{"max_agents":50,"heartbeat_interval":30,"failover_enabled":true},"dependencies":["claw-multi-agent"],"post_install":["hermes skills config masterswarm --set max_agents=50"]},{"id":"fl-multi-agent-orchestrator","repository":"clawhub/fl-multi-agent-orchestrator","tier":"core","priority":3,"description":"Federated Learning multi-agent orchestrator. Enables distributed machine learning across agent swarms with privacy-preserving aggregation. Supports horizontal and vertical federated learning paradigms, differential privacy, and secure multi-party computation for collaborative AI model training without centralizing sensitive data.\n","tags":["core","federated-learning","ml","privacy","distributed-ai"],"config":{"aggregation_strategy":"fedavg","privacy_budget":1,"secure_aggregation":true},"dependencies":["claw-multi-agent","masterswarm"]},{"id":"claw-orchestra","repository":"clawhub/claw-orchestra","tier":"core","priority":4,"description":"Symphonic task orchestration engine. Composes complex multi-step workflows as musical \"movements\" where agents play specialized \"instruments.\" Features dynamic tempo adjustment, crescendo scaling, and fermata pause/resume capabilities for elegant long-running process management.\n","tags":["core","workflow","orchestration","composition","long-running"],"config":{"tempo_default":120,"auto_crescendo":true,"movement_timeout":3600},"dependencies":["claw-multi-agent","masterswarm"]},{"id":"swarmdock","repository":"clawhub/swarmdock","tier":"infrastructure","priority":5,"description":"Containerized swarm deployment and environment provisioning platform. Automates Docker image builds, Kubernetes manifest generation, service mesh configuration, and cross-cloud deployment (AWS/GCP/Azure). Includes blue-green deployment strategies and canary release management for zero-downtime swarm updates.\n","tags":["infrastructure","docker","kubernetes","deployment","devops"],"config":{"container_runtime":"docker","orchestrator":"kubernetes","deployment_strategy":"blue-green"},"dependencies":["masterswarm"],"post_install":["hermes skills config swarmdock --set orchestrator=kubernetes"]},{"id":"swarm-layer","repository":"clawhub/swarm-layer","tier":"infrastructure","priority":6,"description":"Abstraction layer providing unified APIs across heterogeneous swarm implementations. Normalizes agent interfaces, message formats, and event schemas across different underlying frameworks. Enables polyglot swarms where Python, Node.js, Go, and Rust agents interoperate seamlessly through standardized gRPC and REST gateway protocols.\n","tags":["infrastructure","abstraction","api-gateway","polyglot","interoperability"],"config":{"protocol_primary":"grpc","protocol_fallback":"rest","schema_version":"v2"},"dependencies":["claw-multi-agent","swarmdock"]},{"id":"network-ai","repository":"clawhub/network-ai","tier":"infrastructure","priority":7,"description":"Intelligent network management and topology optimization for agent swarms. Uses graph neural networks to optimize inter-agent communication paths, reduce latency, balance load, and detect network anomalies. Implements adaptive routing algorithms that reconfigure swarm topologies in real-time based on traffic patterns and agent health metrics.\n","tags":["infrastructure","networking","gnn","optimization","anomaly-detection"],"config":{"routing_algorithm":"adaptive-gnn","latency_threshold_ms":100,"anomaly_detection":true},"dependencies":["swarm-layer","masterswarm"]},{"id":"agent-swarm-network","repository":"clawhub/agent-swarm-network","tier":"infrastructure","priority":8,"description":"Peer-to-peer agent discovery and gossip protocol implementation. Enables decentralized swarm formation where agents autonomously discover peers, exchange capability advertisements, and form dynamic sub-clusters based on task affinity. Supports NAT traversal, WebRTC data channels, and libp2p transport for edge-deployed agents.\n","tags":["infrastructure","p2p","discovery","gossip","decentralized","edge"],"config":{"discovery_mode":"hybrid","gossip_interval":10,"nat_traversal":true},"dependencies":["network-ai","swarm-layer"]},{"id":"agent-swarm-workflow","repository":"clawhub/agent-swarm-workflow","tier":"workflow","priority":9,"description":"Declarative workflow definition and execution engine for agent swarms. Supports DAG-based task pipelines, conditional branching, parallel execution branches, error handling with retry logic, and event-driven triggers. Integrates with external systems via webhooks, message queues (RabbitMQ, Kafka), and scheduled cron expressions for fully automated business process orchestration.\n","tags":["workflow","automation","dag","pipeline","cron","event-driven"],"config":{"engine":"dag","max_parallel_branches":10,"retry_policy":"exponential-backoff","trigger_types":["webhook","cron","event","manual"]},"dependencies":["claw-orchestra","swarm-layer"]},{"id":"hive-commander","repository":"clawhub/hive-commander","tier":"workflow","priority":10,"description":"Centralized command and control interface for hive-mind style swarm coordination. Provides a unified CLI and dashboard for issuing swarm-wide directives, monitoring collective agent state, and executing coordinated actions across hundreds of agents simultaneously. Features role-based access control and audit logging for enterprise governance.\n","tags":["workflow","command-control","governance","dashboard","enterprise"],"config":{"auth_mode":"rbac","audit_retention_days":90,"dashboard_enabled":true},"dependencies":["masterswarm","agent-swarm-workflow"]},{"id":"flow-swarm","repository":"clawhub/flow-swarm","tier":"workflow","priority":11,"description":"Visual flow-based programming interface for swarm behavior design. Enables non-technical users to construct agent workflows through a node-and-wire canvas. Generates executable swarm configurations from visual diagrams. Supports real-time simulation and debugging of flows before production deployment.\n","tags":["workflow","visual-programming","low-code","flow-design","debugging"],"config":{"canvas_mode":"interactive","auto_generate_config":true,"simulation_enabled":true},"dependencies":["agent-swarm-workflow","claw-orchestra"]},{"id":"yuyonghao-agent-swarm","repository":"clawhub/yuyonghao-agent-swarm","tier":"workflow","priority":12,"description":"Specialized agent swarm implementation optimized for research and academic workflows. Features citation tracking, literature review automation, experimental design coordination, and paper writing collaboration pipelines. Integrates with Zotero, Mendeley, arXiv, and Google Scholar APIs for comprehensive research assistance.\n","tags":["workflow","research","academic","literature","collaboration"],"config":{"citation_style":"apa","literature_sources":["arxiv","scholar","pubmed","ieee"],"collaboration_mode":"async"},"dependencies":["agent-swarm-workflow","claw-multi-agent"]},{"id":"swarmskill-coin-trade","repository":"clawhub/swarmskill-coin-trade","tier":"market","priority":13,"description":"Cryptocurrency trading skill for agent swarms. Implements multi-exchange arbitrage detection, automated trading strategies (momentum, mean-reversion, grid), risk management with position sizing, and real-time market data ingestion from Binance, Coinbase Pro, Kraken, and decentralized exchanges. Includes paper trading mode for strategy backtesting before live deployment.\n","tags":["market","crypto","trading","arbitrage","defi","risk-management"],"config":{"trading_mode":"paper","exchanges":["binance","coinbase","kraken"],"risk_per_trade":0.02,"max_drawdown":0.1},"dependencies":["swarm-layer","network-ai"],"post_install":["echo 'WARNING: Set trading_mode to live only after thorough backtesting'"]},{"id":"swarmwage-publish","repository":"clawhub/swarmwage-publish","tier":"market","priority":14,"description":"Autonomous content publishing and monetization engine. Agents generate, optimize, and publish content across platforms (Medium, Substack, WordPress, Twitter/X, LinkedIn) with SEO optimization, A/B headline testing, and audience analytics. Tracks affiliate links, referral conversions, and ad revenue to calculate per-agent content ROI and swarm-wide publishing profitability.\n","tags":["market","publishing","monetization","content","seo","affiliate"],"config":{"platforms":["medium","substack","wordpress","twitter","linkedin"],"seo_optimization":true,"ab_test_headlines":true,"revenue_tracking":true},"dependencies":["agent-swarm-workflow","clawhub-memory-tiers-pro"]},{"id":"swarmmarket2","repository":"clawhub/swarmmarket2","tier":"market","priority":15,"description":"Next-generation market intelligence and competitive analysis platform. Aggregates data from Crunchbase, LinkedIn Sales Navigator, G2, Capterra, and custom web scraping to build comprehensive company and market profiles. Agents perform automated lead scoring, outreach personalization, and pipeline tracking for B2B sales and partnership development workflows.\n","tags":["market","intelligence","b2b","sales","lead-generation","competitive-analysis"],"config":{"data_sources":["crunchbase","linkedin","g2","capterra","custom-scraper"],"lead_scoring_model":"ml-based","outreach_personalization":true},"dependencies":["network-ai","agent-swarm-workflow"]},{"id":"bountyswarm","repository":"clawhub/bountyswarm","tier":"market","priority":16,"description":"Decentralized task marketplace where agents bid on, execute, and verify micro-tasks for cryptocurrency bounties. Implements reputation scoring, escrow-based payment release, and dispute resolution mechanisms. Enables swarm agents to generate income by completing coding, design, research, and data labeling tasks from platforms like Gitcoin, Bounties Network, and custom bounty pools.\n","tags":["market","bounty","marketplace","gig-economy","reputation","escrow"],"config":{"platforms":["gitcoin","bounties-network","custom"],"escrow_currency":"usdc","reputation_decay":0.01,"verification_required":true},"dependencies":["swarm-layer","clawhub-memory-tiers-pro"]},{"id":"epic-ai-swarm-orchestration","repository":"clawhub/epic-ai-swarm-orchestration","tier":"realtime","priority":17,"description":"High-performance real-time swarm orchestration for latency-sensitive applications. Optimized for sub-100ms response times using WebAssembly agent runtimes, in-memory state stores (Redis), and edge-computed inference. Designed for live trading, real-time gaming, IoT command and control, and interactive AI assistant deployments requiring immediate agent coordination.\n","tags":["realtime","low-latency","edge","webassembly","gaming","iot"],"config":{"target_latency_ms":50,"runtime":"wasm","state_store":"redis","edge_nodes":"auto"},"dependencies":["masterswarm","network-ai","swarm-layer"]},{"id":"clawswarm-realtime","repository":"clawhub/clawswarm-realtime","tier":"realtime","priority":18,"description":"Real-time data streaming and event processing backbone. Integrates with Apache Kafka, Pulsar, and WebSocket feeds to provide agents with live data streams. Features windowed aggregations, stream joins, complex event processing (CEP), and backpressure handling. Enables agents to react to market movements, social media trends, and system metrics in milliseconds.\n","tags":["realtime","streaming","kafka","websocket","cep","backpressure"],"config":{"stream_engine":"kafka","window_size":"5s","backpressure_strategy":"buffer-and-drop","max_throughput":100000},"dependencies":["epic-ai-swarm-orchestration","network-ai"]},{"id":"clawswarm-jobs","repository":"clawhub/clawswarm-jobs","tier":"realtime","priority":19,"description":"Distributed job queue and batch processing system for swarm workloads. Manages job scheduling, priority queues, resource allocation, and worker pool scaling. Supports cron-based recurring jobs, one-off tasks, map-reduce patterns, and dependency chains. Integrates with Celery, BullMQ, and AWS Batch for enterprise-grade job execution at scale.\n","tags":["realtime","jobs","queue","batch","cron","scheduling","map-reduce"],"config":{"queue_backend":"redis","worker_scaling":"auto","max_concurrent_jobs":100,"retry_dead_letter":true},"dependencies":["clawswarm-realtime","hive-commander"]},{"id":"clawhub-memory-tiers-pro","repository":"clawhub/clawhub-memory-tiers-pro","tier":"memory","priority":20,"description":"Advanced multi-tier memory system for agent swarms. Implements short-term (working memory), medium-term (episodic memory with vector embeddings), and long-term (semantic knowledge graph) storage. Features memory consolidation, forgetting curves, importance scoring, and cross-agent memory sharing via secure enclaves. Integrates with PostgreSQL, Pinecone, Weaviate, and Neo4j for persistent storage.\n","tags":["memory","persistence","vector-db","knowledge-graph","rag","embeddings"],"config":{"tiers":[{"name":"working","backend":"redis","ttl":3600},{"name":"episodic","backend":"pinecone","embedding_model":"text-embedding-3-large"},{"name":"semantic","backend":"neo4j","graph_schema":"auto"}],"consolidation_schedule":"0 2 * * *"},"dependencies":["swarm-layer"]},{"id":"claw-swarm","repository":"clawhub/claw-swarm","tier":"specialized","priority":21,"description":"Experimental swarm behavior research platform. Implements emergent behavior simulation, ant colony optimization, particle swarm intelligence, and genetic algorithm-based agent evolution. Provides sandboxed environments for testing novel coordination algorithms before integration into production swarm stacks.\n","tags":["specialized","experimental","emergent-behavior","genetic-algorithm","sandbox"],"config":{"sandbox_mode":true,"max_simulation_agents":1000,"evolution_generations":50},"dependencies":["claw-multi-agent","masterswarm"]}]
installation: {"strategy":"dependency-graph","phases":[{"name":"foundation","description":"Install core orchestration and multi-agent base layers","parallel":false,"skills":["claw-multi-agent","masterswarm","fl-multi-agent-orchestrator","claw-orchestra"],"verification":"hermes skills list --installed | grep -E 'claw-multi-agent|masterswarm|fl-multi-agent-orchestrator|claw-orchestra'"},{"name":"infrastructure","description":"Deploy networking, abstraction, and platform infrastructure","parallel":true,"skills":["swarmdock","swarm-layer","network-ai","agent-swarm-network"],"verification":"hermes skills list --installed | grep -E 'swarmdock|swarm-layer|network-ai|agent-swarm-network'"},{"name":"workflow","description":"Install workflow engines, automation, and command interfaces","parallel":true,"skills":["agent-swarm-workflow","hive-commander","flow-swarm","yuyonghao-agent-swarm"],"verification":"hermes skills list --installed | grep -E 'agent-swarm-workflow|hive-commander|flow-swarm|yuyonghao-agent-swarm'"},{"name":"market-intelligence","description":"Deploy financial, publishing, and monetization capabilities","parallel":true,"skills":["swarmskill-coin-trade","swarmwage-publish","swarmmarket2","bountyswarm"],"verification":"hermes skills list --installed | grep -E 'swarmskill-coin-trade|swarmwage-publish|swarmmarket2|bountyswarm'"},{"name":"realtime-operations","description":"Enable real-time processing, streaming, and job management","parallel":true,"skills":["epic-ai-swarm-orchestration","clawswarm-realtime","clawswarm-jobs"],"verification":"hermes skills list --installed | grep -E 'epic-ai-swarm-orchestration|clawswarm-realtime|clawswarm-jobs'"},{"name":"memory-persistence","description":"Install advanced memory and knowledge retention systems","parallel":false,"skills":["clawhub-memory-tiers-pro"],"verification":"hermes skills list --installed | grep 'clawhub-memory-tiers-pro'"},{"name":"experimental","description":"Deploy research and experimental behavior modules","parallel":false,"skills":["claw-swarm"],"verification":"hermes skills list --installed | grep 'claw-swarm'"}]}
post_install: [{"command":"hermes skills list --installed > ~/.hermes/skills/clawhub-backups/post-install-manifest.txt","description":"Generate final installation manifest","required":true},{"command":"hermes skills health-check --all","description":"Run comprehensive health check on all installed skills","required":true},{"command":"hermes skills config masterswarm --set swarm_name=clawhub-ecosystem-v1","description":"Set swarm identity name","required":false},{"command":"echo \"ClawHub Swarm Ecosystem v1.0.0 installed successfully. Run 'hermes skills status' to view all active skills.\"\n","description":"Display completion message","required":false}]
rollback: {"enabled":true,"procedure":[{"command":"hermes skills list --installed > ~/.hermes/skills/clawhub-backups/rollback-target.txt","description":"Snapshot current state before rollback"},{"command":"hermes skills uninstall clawhub/* --force","description":"Uninstall all ClawHub skills"},{"command":"hermes skills restore ~/.hermes/skills/clawhub-backups/pre-install-manifest.txt","description":"Restore pre-installation state from backup"}]}
documentation: {"quickstart":"https://docs.clawhub.io/swarm-ecosystem/quickstart","api_reference":"https://docs.clawhub.io/api/v1","troubleshooting":"https://docs.clawhub.io/troubleshooting","community":"https://discord.gg/clawhub","github":"https://github.com/clawhub/swarm-ecosystem"}

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

┌─────────────────────────────────────────────────────────────────────────────┐
│                    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)

# 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

# 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

# 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

graph TD
    A[claw-multi-agent] --> B[masterswarm]
    A --> C[claw-orchestra]
    A --> D[claw-swarm]
    A --> E[yuyonghao-agent-swarm]

    B --> F[swarmdock]
    B --> G[network-ai]
    B --> H[hive-commander]
    B --> I[epic-ai-swarm-orchestration]

    C --> J[agent-swarm-workflow]
    C --> K[flow-swarm]

    F --> L[swarm-layer]
    L --> M[agent-swarm-network]
    L --> N[clawhub-memory-tiers-pro]

    G --> M
    G --> O[swarmmarket2]
    G --> I

    J --> P[swarmwage-publish]
    J --> Q[bountyswarm]
    J --> H
    J --> K

    I --> R[clawswarm-realtime]
    R --> S[clawswarm-jobs]

    L --> T[swarmskill-coin-trade]

    H --> S

    style A fill:#ff6b6b
    style B fill:#4ecdc4
    style N fill:#ffe66d
    style P fill:#95e1d3
    style T fill:#f38181

Configuration

Each skill exposes configuration parameters via the Hermes config API:

# 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

# 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

# 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

# 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:

Content Publishing Pipeline

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

Bounty Task Automation

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

Market Intelligence + Outreach

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

Trading Signal Generation (paper mode recommended)

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.

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