Use when establishing targets for defined metrics - validates metric is movable by team, assesses movement needed for company goals, evaluates aggressive vs conservative targets with trade-off analysis

验证GOAL的source_vs追溯链完整性，确保每个GOAL都能追溯到原始VS。当GOAL创建完成后使用。

Defines God Committee member behavior and responsibilities with oversight authority. Use when operating as a committee member. Triggers on: god committee, committee observation, council discussion.

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Manage Google Calendar - search, create, update events and answer calendar questions. Use when user wants to interact with their Google Calendar for scheduling and calendar operations.

Evidence-first development with fail-closed behavior

Advanced GPG multi-key management strategies for consultants, CI/CD automation, and enterprise teams. Configure, set up, run, and execute multi-key GPG workflows. Use when managing multiple GPG keys (personal + automation, per-client keys, enterprise keys), configuring CI/CD commit signing, implementing per-client key isolation, using conditional Git includes, setting up automated signing, or scaling GPG key strategies beyond single-key setups.

Run code on cloud GPUs with GPU CLI. Use when user wants to run Python/ML code on remote GPUs, install GPU CLI, configure gpu.toml, troubleshoot pods, or manage cloud GPU resources via RunPod.

Access Granola meeting transcripts and notes.

groom

Anchor claims to evidence from authoritative sources. Use when validating assertions, establishing provenance, verifying facts, or ensuring claims are supported by evidence.

Provide accurate, evidence-based answers by referencing sources from documents, textbooks, or research papers. Use when user asks for factual or source-backed responses.

**Role**: Growth Loop Architect

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.

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

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

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)

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.

Cuando estamos enfocados en una tarea, podemos no percibir estímulos

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.

indigenous-leader-analyst

∞-Operads for pairwise/tritwise Cat# interactions with lazy ACSet materialization unifying effective, realizability, and Grothendieck topoi via dendroidal Segal spaces.