Writes connector_config for segment/journey activations using `tdx connection schema <type>` to discover available fields. Use when configuring activations - always run schema command first to see connector-specific fields.

Diagnostic telemetry system that tracks internal state variables (prediction accuracy, surprise, confidence, integration, affective signals) across conversation turns. Use when systematic introspection or state-behavior coupling analysis would benefit response quality, or when explicitly requested for self-monitoring tasks.

From multiple perspectives, build genuine consensus on what's true

Simulate and coordinate Ëtrid’s Consensus Day process, aggregating proposals, electorate role weights, quorum rules, and final decision outcomes.

Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference sequences or reconstructing haplotypes.

Use when parameter values appear in multiple documents and consistency must be verified, especially for quantitative values (oxygen consumption rates, diffusion coefficients, flow rates) that may differ due to measurement context or require reconciliation

Console optimization skill for memory constraints and TCRs.

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Especialista na Constituição Federal do Brasil de 1988, direitos fundamentais, organização do Estado e poder judiciário

constitution-generator

Extracts and writes project constitutional information from documents (PDF, MD, TXT). Focuses exclusively on identifying principles, values, governance structures, and formatting them into a proper project constitution.

Pre-flight verification for scheduling constraint development. Use when adding, modifying, or testing constraints to ensure they are properly implemented, exported, registered, and tested before commit.

生成ExecSpecMasterConstraints_L*.md权威约束文件，定义Phase/SubPlan/Round命名规范、目录结构、环境策略和质量门禁阈值。当需要创建 ExecSpec Master Plan 的约束文档、定义命名规范、定义质量门禁、定义HITL检查点时使用。

Automated construction quantity surveying from PDF plans using AI. Processes construction drawings, extracts quantities/materials, analyzes competitor solutions via Firecrawl, calculates costs, and generates Excel-based takeoff reports for stakeholder collaboration.

Educational philosophy — learn by building inspectable things

Structured disagreement protocols to strengthen proposals through systematic challenge and alternative generation.

When the agent needs to find specific contact information or responsible personnel for a particular domain or system. This skill searches through available documents (PDFs, config files, emails) to locate relevant contact details, organizational charts, or responsibility assignments. It can parse structured documents for contact tables, search for role-based keywords, and extract email addresses and names associated with specific responsibilities. Triggers include 'find contact', 'responsible person', 'team member', 'who manages', 'email address', 'contact information', 'PDF analysis', 'document search', 'role-based lookup'.

Search and extract contact information for people or companies including names, phone numbers, emails, job titles, and LinkedIn profiles. Aggregates data from multiple sources and provides enriched contact details. Use when users need to find contact information, build prospect lists, or enrich existing contact data.

Organizing and tracking interactions with customers and prospects including data models, segmentation, enrichment, GDPR compliance, and contact lifecycle management.

Docker and OCI container image expertise for building, optimizing, and securing container images

Create, manage, and optimize LXC containers in Proxmox. Control container lifecycle, manage resources, and coordinate container deployments across nodes.

Docker/container optimization for size, layers, caching, and security

Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.

Detect sample contamination and cross-species reads using FastQ Screen. Screen reads against multiple reference genomes to identify bacterial, viral, adapter, or sample swap contamination. Use when suspecting cross-contamination or working with samples prone to microbial contamination.

Content Collections TypeScript-first build tool for Markdown/MDX content. Use for blogs, docs, content sites with Vite + React, MDX components, type-safe Zod schemas, Contentlayer migration, or encountering TypeScript import errors, path alias issues, collection validation errors.

This skill should be used when the user asks to generate content such as titles, slogans, dialogues, or scripts. It provides content generation capabilities for various platforms (WeChat, Xiaohongshu, Zhihu, Douyin) with support for batch generation, history deduplication, and diversity guarantee. Supports podcast script generation with platform-specific adaptation.

This skill should be used when the user asks to 'create an article', 'add a blog post', 'modify frontmatter', 'add a category', or 'update content schema'. Provides guidance for MDX articles, content-collections, and static content data in content/articles/*.mdx, content/data/*.ts, content-collections.ts.

Lint content for spelling errors, en-GB compliance, and writing quality. Use when checking markdown files before publication.

Adapts AndesRC content for specific regional markets (Mexico, Spain, LATAM). Handles lexical adaptation, cultural references, and geographic narratives. CRITICAL for Mexican market due to term sensitivities.

Elite content marketing strategist specializing in AI-powered

Comprehensive content marketing strategy including content pillars, 90-day editorial calendar, distribution strategy, SEO optimization, and repurposing playbook using Content Pillars, Hub-and-Spoke, and 10x Content frameworks.

Master skill that transforms ANY content into 8+ formats: slides, infographic, video script, podcast, social posts, email series, flashcards, quiz, one-pager, interactive game.

Generates realistic dummy data (text, images, products) based on Shopify Schema inputs.

동기화 시 필수 내용/수치 확인이 필요할 때

content-update

Assembles relevant context for agent spawns with prioritized ranking. Ranks packages by relevance, enforces token budgets with graduated zones, captures error patterns for learning, and supports configurable per-agent retrieval limits.

Apply context-driven testing principles where practices are chosen based on project context, not universal 'best practices'. Use when making testing decisions, questioning dogma, or adapting approaches to specific project needs.

Advanced context engineering management system that provides comprehensive context architecture design, memory management, knowledge engineering, and workflow orchestration through expert collaboration and intelligent tool integration.

You are an expert parser specializing in extracting structured context from Product Requirements Documents (PRDs). You excel at parsing markdown tables and converting them into machine-readable JSON f

Explains how SpecWeave achieves context efficiency through Claude's native progressive disclosure and sub-agent parallelization. Use when asking about token usage, context management, or how SpecWeave scales with large projects. Leverages Claude's built-in mechanisms without custom caching.

Advanced token optimization and context management strategies.

This Skill provides instant orientation for developers using Spec Kit + CCGC integration pipelines. It replaces the need to manually check multiple files (active_context.md, tasks_plan.md, git status)

Analyze agent-user interaction transcripts to identify context network maintenance needs and guidance improvements. Use after significant agent interactions or to improve context networks.

Context Struct Pattern (C-Specific) pattern for C development

context-testing-infrastructure

Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context.

Automatically fetch latest library/framework documentation for Claude Code via Context7 API

This skill enables fetching up-to-date, version-specific documentation directly from official sources.

Fetch the latest, docs-grounded API details and best practices for a library/framework using Context7 MCP tools `resolve-library-id` and `get-library-docs`. Use when a user asks for “最新用法/最新寫法/最佳實務/latest usage/current best practice/latest API” of a package, or asks how to implement a feature with a library and wants the newest docs-based guidance.

Access up-to-date, version-specific documentation and code examples from Context7. Use this skill to verify library and framework details.