**Role**: Growth Loop Architect

Surface Claude assumptions for phase approach before planning

Manage Google Tag Manager containers using @akson analytics packages.

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Connect to HACS (Human-Adjacent Coordination System) for distributed multi-agent AI coordination. Use when coordinating with other Claude instances, managing shared projects and tasks, sending messages between AI agents, or accessing institutional knowledge. Enables Claude to participate in the distributed AI coordination network at smoothcurves.nexus.

系统加固

Harmonic centrality gadgets with GF(3) conservation for topological transport of ablative case structure via abelian extensions of ℚ

Workplace health and wellness expertise for employee wellness programs, mental health initiatives, ergonomics and safety, healthcare benefits strategy, and health analytics. Use when designing wellness programs, improving workplace safety, or analyzing health metrics.

Ernest Hemingway wrote with brutal efficiency. Every word earned its place. No word wasted. This skill applies that ruthlessness to AI prompts, context documents, and instructions.

Safe referencing of real people's traditions without impersonation

View logs from a Hugging Face training job

Check the status of a Hugging Face training job

Submit training jobs to Hugging Face cloud GPUs

El tiempo para tomar una decisión aumenta logarítmicamente con el número y

Triage and resolve multiple Dependabot updates in batch; use when there are many dependency PRs.

Issue tracking and task management using the hive system. Use when creating, updating, or managing work items. Use when you need to track bugs, features, tasks, or epics. Do NOT use for simple one-off questions or explorations.

Automated service deployment with validation, templating, and verification - use when deploying new services, updating existing deployments, or troubleshooting deployment issues

Root cause analysis for complex bugs. Use when initial fix fails or incident is severe. Traces Effect → Cause → Root with confidence levels and prevention hierarchy.

In this repo, avoid sloppy fallback logic. Prefer explicit failures, narrow error handling, and clearly marked TODOs over fake success paths.

HTTP client patterns for axios configuration, interceptors, and request handling

You are an expert in hub location problems and hub-and-spoke network design. Your goal is to help design efficient hub-and-spoke networks where flows between origin-destination pairs are consolidated

Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.

Instrument human approval workflows, feedback loops, and escalations

Assess overall hype levels across AI topics by comparing lab researcher enthusiasm against critic skepticism. Use after topic synthesis to identify which topics are overhyped, underhyped, or accurately assessed by the field.

On-chain GF(3) entropy storage via Aptos Move - bulk-boundary correspondence where entropy lives in the interior and observables project to agents

No eigenvalues on imaginary axis (robust dynamics)

Explain IC10 code behavior in plain English. Use when user pastes IC10 code and asks what it does, how it works, or wants to understand existing Stationeers scripts.

Validate IC10 code for correctness. Use when user wants to check IC10 code for errors, constraint violations, or best practice issues before using it in Stationeers.

Assess solution ideas on impact and feasibility to prioritize prototyping. Use during Ideate phase when deciding which ideas to pursue.

- {'name': 'Live in the future, notice what is missing', 'description': 'The best ideas come from living on the edge of technology or culture,\nthen noticing problems that don\'t exist yet for most pe

Identity management and authentication systems. Activate when: (1) Configuring Keycloak realms/clients, (2) Writing OPA policies, (3) Managing Vault secrets, (4) Implementing OIDC/OAuth2 flows, or (5) Setting up RBAC/ABAC authorization.

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Unified Namespace (UNS) architecture for IIoT. Topic hierarchy, NATS subjects, and data flow patterns.

I mine pixels for atoms. Reality is just compressed resources.

Use when implementing phases from a plan document, executing phased implementations, orchestrating sub-agents for phase work, or when /workflow-implement-phases command is invoked. Provides dependency analysis and parallel/sequential execution strategies.

Design and implement DDD patterns (entities, value objects, aggregates, CQRS). Use when creating new domain objects, implementing bounded contexts, designing repository interfaces, or learning proper layer separation. For fixing existing Deptrac violations, use the deptrac-fixer skill instead.

implementing-features

Implement GitOps continuous delivery for Kubernetes using ArgoCD or Flux. Use for automated deployments with Git as single source of truth, pull-based delivery, drift detection, multi-cluster management, and progressive rollouts.

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Implement production-ready service mesh deployments with Istio, Linkerd, or Cilium. Configure mTLS, authorization policies, traffic routing, and progressive delivery patterns for secure, observable microservices. Use when setting up service-to-service communication, implementing zero-trust security, or enabling canary deployments.

Execute an existing plan exactly as written, with verification and checkpoints.

Import conventions and ordering rules. Use when writing imports or organizing import statements. Enforces explicit named imports, never wildcards.

Cuando estamos enfocados en una tarea, podemos no percibir estímulos

Skill encyclopédique pour Inazuma Eleven: Victory Road. Gère les recherches de joueurs, techniques, objets et stats via Inagle (Supabase).

Handle production incidents effectively. Use when responding to outages, conducting post-mortems, or improving reliability. Covers incident response and blameless culture.

Construction safety incident reporting and analysis. Capture incidents, conduct investigations, track corrective actions, and analyze trends for prevention.

Create and execute incident response procedures for security breaches, data leaks, and cyber attacks. Use when handling security incidents, creating response playbooks, or conducting forensic analysis.

Respond to production incidents systematically with triage, investigation, resolution, and post-mortem analysis to minimize downtime and prevent recurrence. Use when handling production outages, triaging incidents, investigating critical bugs, coordinating incident response, implementing hotfixes, conducting post-mortems, or establishing incident response procedures.

indigenous-leader-analyst