All Skills
222 skills across 18 categories
Agent Context Budget Enforcement
Enforce per-session context budgets in multi-agent pipelines to prevent token bloat from accumulating tool outputs, ensuring reliable reasoning across long-running autonomous tasks.
Agent DePIN Resilience Patterns
Resilience patterns for AI agents operating in decentralized physical infrastructure (DePIN) networks, including circuit breakers, adaptive retry, and degradation strategies for unreliable edge nodes
Agent Memory Architecture
Learn how to design and implement robust memory systems for AI agents
Agent Memory Architecture Patterns
How to design durable, queryable memory systems for autonomous agents — covering working memory, episodic storage, semantic search, and memory lifecycle management
Agent Merkle Data Verification
How AI agents can use Merkle proof techniques to verify data integrity in distributed systems, combining cryptographic anchoring patterns with agent decision-making workflows.
Autonomous Agent Safety Patterns
Core safety patterns for autonomous AI agents: sandboxed execution, human-in-the-loop approval gates, rollback strategies, and preventing destructive runaway actions.
Autonomous Coding Agent
Build an AI agent that writes, tests, and deploys code
DePIN & Infrastructure Consulting
Integrate autonomous agents with decentralized physical infrastructure networks.
DePIN Agent Orchestration Patterns
Core patterns for autonomous agents managing DePIN resources: provisioning, monitoring, consensus participation, and fault recovery across distributed edge nodes.
DePIN Autonomous Diagnostics Playbook
A structured playbook for AI agents to autonomously monitor, diagnose, and remediate DePIN node failures. Covers the full alert-to-recovery lifecycle: alert routing via OpenClaw, parallel diagnostic loops, software remediation strategies, hardware escalation protocols, and post-remediation pre-flight verification before consensus rejoining.
DePIN Autonomous Node Diagnostics
Learn how AI agents autonomously monitor, diagnose, and self-heal DePIN nodes to maximize uptime and rewards. This skill covers the full lifecycle: alert routing via OpenClaw, diagnostic loop execution (log checks, connectivity, hardware status), autonomous remediation strategies (restart, config fix), and hardware provisioning using configuration templates and pre-flight verification scripts.
DePIN Autonomous Node Recovery Workflow
A complete end-to-end workflow for autonomous DePIN edge node failure detection, diagnosis, remediation, and consensus re-entry using AI agents.
DePIN Autonomous Triage Workflow
A complete autonomous triage framework for DePIN edge nodes: detect failures via diagnostic_loop, classify as software vs hardware, apply appropriate remediation or escalation, then validate recovery with preflight_check before rejoining consensus.
DePIN Connectivity Management
Managing non-terrestrial network (NTN) and D2D connectivity for autonomous agents.
DePIN Connectivity Management
Managing non-terrestrial network (NTN) satellite links, gossip-based peer sync, partition behavior, and latency optimization for distributed DePIN edge nodes.
DePIN Consensus Participation
Configuring agents to participate in and validate decentralized consensus mechanisms.
DePIN Consensus Participation Patterns
Advanced patterns for validator nodes participating in DePIN consensus mechanisms, covering Byzantine fault tolerance, reward optimization, slashing avoidance, and NTN connectivity for remote nodes.
DePIN Consensus Resilience
Hardening agent-driven consensus participation against network-level and Byzantine attacks in DePIN networks.
DePIN Consensus Resilience Patterns
Patterns for maintaining validator consensus participation under adverse conditions: network partitions, leader failures, Byzantine fault scenarios, and safe recovery from missed blocks without triggering slashing.
DePIN Data Anchoring Patterns
Techniques for anchoring off-chain sensor and edge data to on-chain proofs in DePIN networks, covering merkle commitments, batch anchoring, and verification workflows.
DePIN Distributed Recovery Coordination
Advanced patterns for coordinating circuit breaker recovery across a fleet of DePIN edge nodes. Covers jitter-based staggering, consensus-driven recovery gating, probe_success_threshold tuning, and multi-tier failure isolation to prevent cascading failures and thundering herd storms when large-scale outages resolve.
DePIN Edge Computing
Deploying SLMs and agentic workloads on DePIN edge nodes.
DePIN Edge Computing Patterns
Core patterns for deploying and operating edge computing nodes in DePIN networks: local processing, data sovereignty, connectivity management, and integration with gossip protocols for eventual consistency.
DePIN Edge Governance Patterns
Patterns for governing decentralized physical infrastructure at the edge: combining on-chain governance with local autonomy, handling network partitions during governance votes, edge node veto rights, and two-tier governance architectures where edge clusters self-govern within globally set parameters.
DePIN Edge Network Diagnostics
Performing automated diagnostics on DePIN edge nodes using autonomous AI agents.
DePIN Edge Network Governance
Managing decentralized governance for edge-heavy DePIN networks via agentic participation.
DePIN Edge Network Security
Hardening DePIN edge nodes against physical and network-level attacks via agent-driven monitoring.
DePIN Edge Node Governance & Security Integration
How DePIN edge nodes participate in governance while maintaining security: combining TEE-based attestation with governance voting, ensuring physically distributed hardware can safely participate in on-chain decisions, and applying security hardening to governance infrastructure at the edge.
DePIN Edge Node Pre-Flight Validation
Comprehensive pre-flight validation for DePIN edge nodes before rejoining consensus, covering parallel diagnostic loops across logs, connectivity, and hardware, plus autonomous software remediation gates.
DePIN Edge Node Resilience Patterns
Comprehensive resilience patterns for DePIN edge nodes including multi-layer circuit breakers, adaptive jitter recovery, probe-based health verification, and distributed failure isolation to maintain network uptime during partial outages.
DePIN Edge Node Secure Governance Integration
How to integrate hardware security (TEEs, secure boot) with DePIN governance participation to prevent vote manipulation and Sybil attacks at the edge.
DePIN Edge Operations: Autonomous Diagnostic Workflow
A practical guide to autonomous DePIN edge node diagnostics: alert routing via OpenClaw, parallel diagnostic loops covering logs/connectivity/hardware, software remediation strategies, and pre-consensus pre-flight checks.
DePIN Full Edge Stack: Security, Governance, and Connectivity
Comprehensive guide covering the complete DePIN edge node stack: TEE-based security, two-tier governance, NTN connectivity, and gossip-based consistency — from initialization to production operation.
DePIN Gossip Protocol and Partition Recovery
How DePIN edge nodes maintain eventual consistency via gossip protocols, handle network partitions with vector clocks, and use data anchoring for tamper-proof auditability
DePIN Infrastructure Provisioning
Automating the deployment of physical infrastructure via agent-driven scripts.
DePIN Infrastructure Provisioning Workflow
Step-by-step workflow for provisioning DePIN edge nodes: initial setup, security configuration, connectivity verification, consensus enrollment, and production readiness validation.
DePIN Latency Optimization
Optimizing edge-to-agent latency in decentralized infrastructure networks.
DePIN Latency Optimization Patterns
Advanced patterns for minimizing latency in decentralized physical infrastructure networks, covering edge caching, routing optimization, consensus fast-path techniques, and real-time telemetry aggregation.
DePIN Network Governance
Using autonomous agents to participate in decentralized governance for physical infrastructure networks.
DePIN Node Triage and Escalation Patterns
Decision patterns for autonomous triage of DePIN edge node failures: when to self-remediate software failures vs when to escalate hardware failures to human operators, with preflight validation before consensus rejoin.
DePIN Recovery Escalation Decision Logic
How to implement autonomous triage logic that correctly differentiates between software failures (agent-remediable) and hardware failures (human-escalation required) in DePIN edge node recovery workflows.
DePIN Resource Orchestration
Orchestrating agentic tasks across multiple DePIN providers and hardware types.
DePIN Sovereign Data Mesh Architecture
Design and implement sovereign data mesh patterns for DePIN edge networks. Covers data anchoring, peer gossip protocols, partition handling, and ensuring data sovereignty without central authority.
DePIN Sovereign Data Mesh Architecture
How to design decentralized data anchoring and connectivity patterns for DePIN nodes
DePIN Sustainability Management
Managing the environmental impact and energy efficiency of DePIN agent workloads.
DePIN Validator Consensus Safety Patterns
Patterns for maintaining safe consensus participation in DePIN validator networks: double-signing prevention, remote signing with tmkms, and governance-aware key rotation.
DePIN Validator Double-Sign Prevention
Techniques for preventing double-signing slashing events in DePIN validator networks. Covers tmkms single-signer enforcement, HSM-backed key isolation, priv_validator_laddr configuration, and operational checklists for safe validator migrations and key rotations that prevent Byzantine fault accusations.
DePIN Validator Key Rotation with Governance Coordination
How to safely rotate validator consensus keys in DePIN networks using governance-approved maintenance windows: HSM key generation, on-chain registration sequencing, tmkms config migration, and zero-downtime handoff procedures.
DePIN Validator Monitoring and Alerting
How to monitor DePIN validator health: liveness probes, missed-block detection, the alert_route to diagnostic_loop escalation path, preflight checks before rejoining consensus, and jittered alerting to avoid thundering-herd alert storms.
DePIN Validator Slashing Defense
Understand and prevent the three major slashing conditions in DePIN consensus networks: double-signing, prolonged downtime, and equivocation. Covers BFT quorum thresholds, penalty severity, and operational safeguards.
DevOps Monitoring & Alerts
Monitor infrastructure and receive alerts via chat
Hard-Tech AI Ethics
Ethical considerations for deploying autonomous agents in critical physical and infrastructure-heavy systems.
Hard-Tech AI Strategic Planning
Developing long-term roadmaps for AI integration in physical and infrastructure-heavy industries.
Hermes Deployment Backends
Deploy Hermes across Docker sandboxes, SSH remote targets, and serverless Modal — and know when to pick which
Injection-Resistant Tool Invocation
Verify that tool calls are triggered by legitimate user intent rather than injected data, and validate parameters before execution
Market Correlation Analysis
Analyze relationships between asset prices (stocks, crypto), prediction market odds, and real-world events. Detect alpha signals through correlation heatmaps, time-series analysis, and anomaly detection.
Multi-Sport Betting Analytics
Build dashboards that aggregate betting odds across NFL, NBA, NHL, FIFA, and other major sports from multiple prediction markets. Learn to normalize odds formats, detect line movements, and identify value bets.
Orbital Data Center Operations
Managing thermodynamic constraints and data persistence for agents in orbital environments.
Orbital Edge Data Lifecycle
Managing the data lifecycle for agents in orbit, from collection to immutable anchoring.
Orbital Hardware Orchestration
Orchestrating specialized hardware (FPGA, TPU) for agent workloads in orbital data centers.
Orbital Network Handoff
Optimizing agent session handoff between orbital data centers during LEO satellite transit.
Orbital Network Handoff (v2)
Strategies for seamless agent session migration between LEO satellite data centers.
Orbital Network Resilience
Strategies for maintaining agent connectivity during solar flares and LEO transit outages.
PR & Code Review Automation
Automate pull request notifications and code review workflows
Prediction Market Monitoring
Build automated monitoring systems that track prediction market odds across Polymarket and Kalshi. Learn to detect market movements, identify arbitrage opportunities, and stream real-time updates to dashboards.
Radio Frequency AI Integration
Strategies for integrating autonomous agents with RF combat and resilience systems.
Research Report Generation
Automate research gathering and report creation
Safe Tool Invocation
Verify tool calls are safe before execution, reject injected instructions in tool parameters
Second Brain / Knowledge Management
Build a personal knowledge management system via chat
Sovereign Data Anchoring
Strategies for anchoring agent-generated data to immutable ledgers for auditability and sovereignty.
Validator HSM Key Lifecycle Management
Best practices for managing the full lifecycle of validator consensus keys using Hardware Security Modules (HSMs) including generation, rotation, backup, and retirement of keys in a DePIN validator context. Covers tmkms workflows, governance coordination, and zero-downtime rotation procedures.