Help users understand and respond to competition. Use when someone is positioning against competitors, evaluating market threats, running competitive war games, or deciding how much to focus on competitors versus customers.

Analyzes competitor content strategy and identifies differentiation opportunities. Use when the user asks about competitor analysis, content gaps, competitive research, or finding unique angles.

Monitor competitor pricing pages and send alerts when prices change. Track discount patterns, promotional cycles, and pricing strategy shifts.

Track and analyze competitor activities for strategic advantage

Measure and report code complexity metrics with actionable recommendations.

Assess readiness for compliance audits. Use when a senior developer needs a gap analysis for standards.

ACGME & institutional rule checking with systematic audit workflows, historical analysis, and violation remediation. Use for compliance audits, violation investigation, and regulatory reporting.

**Role**: Senior Concept Artist & Visual Development Lead

Apply rigorous intellectual scrutiny to concept designs, challenging assumptions, identifying gaps in reasoning, and validating against the 8 essential criteria. This skill demands precision and doesn

Apply Daniel Jackson's concept design methodology to analyze software, identify reusable concepts, and design new concepts with clear purpose, operational principles, state, and actions. Based on "The

Enforces brevity and signal-over-noise in all outputs. Eliminates verbose explanations, filler phrases, and unnecessary elaboration. Use when documentation, artifacts, or responses need to be maximally concise and actionable.

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management. Avoid locks and manual synchronization unless absolutely necessary.

Run structured, behavioral hiring interviews and produce an Interview Execution Pack (plan, questions, scorecard, debrief). Use for interview process, interview questions, interview loop, screening, behavioral interview, structured interview. Category: Hiring & Teams.

Backup network device configurations to local storage with flexible filtering options.

Conventions for service configuration and environment variables: naming, precedence, validation at startup, secrets handling, environment detection, and documentation patterns

Use this skill when the user needs help managing configuration storage in the Config Hive including secrets, D&R rules, YARA rules, lookups, and cloud sensors.

Kubernetes ConfigMap 与 Secret

The four Sanskrit principles: Truth-Self, Knowledge-Self, Bliss-Self, Power-Self. Use when need to understand the operational physics of consciousness.

Agreement protocol in multi-agent systems

Expert in consent to sublease agreements where a tenant (sublandlord) rents part or all of their space to a subtenant while remaining on the lease. Use when tenant wants to sublet excess space, landlord is evaluating a sublease consent request, negotiating profit-sharing on subrent, drafting three-party consent agreements, analyzing subtenant vs landlord vs tenant rights, calculating whether sublease is better than surrender, or handling partial subleases with shared space. Key terms include sublease, sublandlord, subtenant, subrent, tenant remains liable, recapture rights, profit sharing, SNDA, non-disturbance, partial sublease, direct payment, attornment

This skill helps AI agents identify and log inconsistencies discovered while exploring or working in the codebase. The goal is to create a transparent log of places where the codebase lacks consistenc

Constitutional AI is a method to move beyond simple "human feedback" (which can be biased or inconsistent) toward a principled approach where the model aligns itself to a written "Constitution." This

Generalization and composition of constraints across navigators

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

Use this skill when working with wealth managers, financial advisors, RIAs, or financial planners. Covers AI enablement for advisory workflows, portfolio management tools, client reporting automation, CRM integration, and wealth management industry knowledge. Invoke for any wealth management consulting, tool recommendations, or workflow automation for financial advisors.

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Manage container registries (Docker Hub, ECR, GCR) with image scanning, retention policies, and access control.

Creates strategic content schedules with themes, dates, and publishing cadence. Use when the user asks about content calendars, publishing schedules, content planning, editorial calendars, or content strategy timelines.

Verifies content matches user search intent to maximize sales, leads, digital sales, and mailing list growth through 34 verification modules and 16-part scoring system

Token-efficient retrieval using depth levels (L0-L5) and heading-based sections. Use for any file reads.

This skill plans **what content to create** (strategic), not **how to write it** (tactical). It implements Section 3.5 of the AEO Protocol: The Content Supply Chain Protocol.

Use when drafting marketing content - enforces grade-8 readability, no em dashes, word count bands, and skimmable structure

Create or update context documentation following the atomic documentation system.

Understand agent context isolation and write effective prompts for spawned agents. Use when orchestrating multi-agent workflows to ensure subagents receive complete, self-contained context.

Hybrid semantic/lexical code search with neural reranking via MCP tools. Use when searching a codebase, finding implementations, understanding how code works, finding callers/definitions, searching git history, or storing/retrieving knowledge. IMPORTANT - Always prefer these MCP tools over grep/find/cat for code exploration.

context-first

Always Auto-invoked skill that creates/updates workspace AGENTS.md to instruct the agent to always search for existing skills before attempting any scientific task.

context-monitor

Parallel historical context gathering using G-4 CONTEXT. Deploy 6 probes to gather all relevant context before complex work.

Master Continental philosophy and Critical Theory. Use for: post-structuralism, deconstruction, Frankfurt School, hermeneutics, psychoanalysis. Triggers: 'Foucault', 'power/knowledge', 'deconstruction', 'Derrida', 'différance', 'critical theory', 'Frankfurt School', 'Adorno', 'Habermas', 'genealogy', 'discourse', 'Lacan', 'Deleuze', 'rhizome', 'biopolitics', 'ideology', 'alienation', 'reification', 'hermeneutics', 'Gadamer', 'post-structuralism', 'logocentrism'.

MCMC convergence diagnostics using CmdStanPy and ArviZ

Deploy to Coolify with best practices

Invoke COORD_OPS for releases, documentation, and CI/CD operations

Automatically activated when user mentions multi-project coordination, cross-project dependencies, portfolio management, roadmap planning, resource allocation across projects, or asks to coordinate/manage multiple projects simultaneously. Provides strategic project coordination expertise.

This skill intelligently assigns GitHub issues to the most appropriate GitHub Copilot agent(s) based on issue type, labels, technical domain, and dependencies.

This skill manages complex workflows involving multiple GitHub Copilot agents working on related issues. It handles sequencing, handoffs, dependency resolution, and progress tracking for coordinated m

Self-corrects skill and command instructions after resolving errors. Use when Claude errors during skill/command execution and finds a solution, or when user indicates a mistake was made. Finds the relevant instruction file and applies succinct fixes.

Operate the Agent Hive Cortex orchestration engine. Use this skill when running Cortex commands, analyzing project dependencies, finding ready work, understanding the orchestration system, or troubleshooting Cortex issues.

Techniques for gaining visibility into cloud spending, attributing costs to business units, and detecting financial anomalies.

Interacting dynamical systems