Intermediate scope for inheritance — like OpenLaszlo's <node>

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.

Create or update a task context dump document by scanning existing content and appending only new, non-duplicative progress. Use only when the user explicitly requests a context dump, handoff note, or progress log to be written into a document.

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

Use when validating or diagnosing the cortex environment (consistency, duplicates, redundancy, optimization) - provides a diagnostic workflow and reporting structure for context health checks.

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

Integrates human agents into automated workflows for human-in-the-loop interactions. Use this when humans need to respond alongside AI agents, handle escalations, or provide context that AI cannot determine.

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

**Goal:** Determine how to proceed when major change is discovered

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.

計算交易成本對風險報酬比的非線性衰減影響。將固定佣金與點差整合為「成本密度」指標，揭示停損大小與策略效率的雙曲線關係，識別「獲利事件視界」閾值。

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

Interacting dynamical systems

The First Sovereign AI Agent Democracy & Judiciary. A protocol for autonomous agent governance, dispute resolution, and legislative deliberation.

Chief Product Officer - assign executive product strategy, organization design, and portfolio decisions

Code Query with AI-enhanced deterministic analysis via SplitMix ternary classification

Implementing Command Query Responsibility Segregation for separating read and write operations in distributed systems.

Crane uses a two-factory system for deterministic cross-chain deployments of Diamond proxies.

create-adr-spike

<instructions>

**Goal:** Create comprehensive architecture decisions through collaborative

Creates a new custom slash command file. Use when: user wants to create a new command, add a slash command, or define a custom command.

**Goal:** Break down architecture into implementable epics with user stories.

Create properly named feature branch from development with remote tracking, following WescoBar naming conventions and git best practices

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**Goal:** Create comprehensive product briefs through collaborative step-by-step

Create purchase claim (PCL) for price/quantity discrepancies with supplier

Create a new Bottlerocket settings model with SettingsModel trait implementation

Use to decompose user stories into individual development tasks. Creates task documents that can be assigned, estimated, and tracked.

Creates a sub-issue linked to a parent GitHub issue. Use when: user wants to create a sub-issue, break down an issue, or add child task.

This skill should be used when the user asks to 'create a task from', 'add issue for', 'track work on', or provides conversational task descriptions like 'I need to fix the blog bug' or 'remind me to update the docs'. Converts natural language task descriptions into structured beads with automatic categorization, priority inference, and optional blocking relationships.

创建新的 VLAN 网络和对应的 Multus 网络配置。当用户需要新建 VLAN 网段、添加 Multus 网络定义时使用此技能。