validate-docs-implementation
Load when user says "validate docs", "check documentation consistency", "docs vs implementation", or "find documentation mismatches". Systematically compares implementation code against documentation to identify and fix inconsistencies.
validate-system
Validate Nexus-v3 system integrity and fix common issues automatically. Load when user mentions "validate system", "check system", or "fix problems". Runs comprehensive checks on folder structure, metadata files, and framework consistency with auto-repair capabilities.
generate-philosophy-doc
Generate comprehensive philosophy and standards documents for any domain (UX design, landing pages, email outbound, API design, etc.). Load when user says "create philosophy doc", "generate standards for [domain]", "build best practices guide", or "create benchmarking document". Conducts deep research, synthesizes findings, and produces structured philosophy documents with principles, frameworks, anti-patterns, checklists, case studies, and metrics.
mental-models
Load when user says "mental model", "think through this", "structured thinking", "help me decide", "analyze this problem", "first principles", "pre-mortem", "stakeholder mapping", "what framework should I use", or any specific model name. Provides 59 thinking frameworks for decision-making, problem decomposition, and strategic analysis.
pdf-to-video
Use when user wants to convert a PDF document into a showcase video, extract key points from PDF, or create video presentation from PDF file
effect-ts
Effect-TS (Effect) guidance for TypeScript. Use when building, refactoring, reviewing, or explaining Effect code, especially for: typed error modeling (expected errors vs defects), Context/Layer/Effect.Service dependency wiring, Scope/resource lifecycles, runtime execution boundaries, schema-based decoding, concurrency/scheduling/streams, @effect/platform APIs, Effect AI workflows, and Promise/async migration.
effect-v4
Effect v4 (beta) development and v3 → v4 migration guidance. Use when building new Effect v4 code or upgrading from v3, including API renames, behavior changes, before/after examples, and v4-specific patterns for services, layers, generators, Effectable, error handling, and schema codecs.
faion
Faion umbrella for solopreneur dev work. AUTO-INVOKE on ANY of: (a) domain methodology lookup across 20 canonical knowledge domains (~2628 methodologies — dev, backend, frontend, infra, ai-core, ai-agents, ml-engineering, sdlc-ai, pm, product, ba, marketing, research, ux, sdd, architecture, security, comms, hr, claude-code); (b) playbook how-to (455 guides at playbooks/<goal>/<slug>/) organised by 11 goal-character categories; (c) multi-agent brainstorming / diverge-converge / 'give me 10 ideas' (MUST ASK USER FIRST if brainstorm wasn't explicitly requested); (d) single-feature or batch SDD execution (study → clarify → plan → wave-execute → verify → review → fix → close); (e) session-based improvement / system audit / 'що ми зробили' / 'find issues'; (f) AI media pipeline construction (TG channel + site + automation); (g) self-replenishing background agent pool for long task queues; (h) a task-shaped need that wants a *pipeline* rather than a document — 'build a research-first product', 'run an SDD feature end to end', 'write and translate an article', 'audit this tree and fix what the audit blocks' — routed to recipes/INDEX.xml (4 composable pipelines), with fragments/INDEX.xml (role prompts) and tools/INDEX.xml (runnable scripts) beneath it. Two-level retrieval: reads L1 (knowledge/domains.xml + playbooks/taxonomy.xml + recipes/INDEX.xml) first, picks ≤3 candidate buckets, then reads only those L2 INDEX.xml before opening any leaf methodology.
kali-docker-pentesting
Comprehensive pentesting toolkit using Kali Linux Docker container. Provides direct access to 200+ security tools without MCP overhead. Use when conducting security assessments, penetration testing, vulnerability scanning, or security research. Works via direct docker exec commands for maximum efficiency.
firetiger-create-agent
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firetiger-instrument
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firetiger-investigate
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firetiger-monitor-deploy
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firetiger-query
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firetiger-setup
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firetiger
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browser-use
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, or extract information from web pages.
cloud
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open-source
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remote-browser
Controls a local browser from a sandboxed remote machine. Use when the agent is running in a sandbox (no GUI) and needs to navigate websites, interact with web pages, fill forms, take screenshots, or expose local dev servers via tunnels.
near-intents
Cross-chain token swap integration using NEAR Intents 1Click API. Use when building swap widgets, bridge interfaces, or multi-chain transfers.
backend-specialist
提供后端开发、API 设计、数据库交互和框架特定开发能力。当需要实现后端功能、设计 API 或处理数据层逻辑时使用。
ba-orchestration
Multi-technique business analysis orchestration using BABOK. Coordinates 14 techniques across strategic analysis, problem solving, planning, and design into comprehensive analysis packages.
benchmarking
Benchmarking and competitive analysis techniques. Compares performance, processes, and practices against industry standards, competitors, and best-in-class organizations.
business-model-canvas
Business model design using Osterwalder's Business Model Canvas and Lean Canvas. Creates 9-block canvases with structured analysis for business model innovation and startup validation.
capability-mapping
Business capability modeling using BABOK Business Capability Analysis. Creates hierarchical capability maps (L1-L3) linking strategy to architecture with Mermaid visualization.
data-modeling
Data modeling with Entity-Relationship Diagrams (ERDs), data dictionaries, and conceptual/logical/physical models. Documents data structures, relationships, and attributes.
decision-analysis
Decision modeling using decision tables, weighted scoring matrices, and decision trees. Structures complex decisions with clear criteria, alternatives evaluation, and outcome prediction.
design-thinking
Design Thinking methodology for human-centered innovation. Covers the 5-phase IDEO/Stanford d.school approach (Empathize, Define, Ideate, Prototype, Test) with workshop facilitation and exercise templates.
estimation
Estimation techniques including analogous, parametric, three-point, and expert judgment methods. Provides effort, cost, duration, and complexity estimates for projects, features, and tasks.
journey-mapping
User and customer journey mapping for experience analysis. Creates journey maps with touchpoints, emotions, pain points, and opportunity identification.
prioritization
Prioritization techniques including MoSCoW, Kano model, weighted scoring, and value-effort matrices. Ranks requirements, features, backlog items, and investment decisions.
process-modeling
Process modeling using BPMN notation and flowchart patterns. Creates process diagrams with activities, gateways, events, swimlanes, and decision points for workflow documentation.
risk-analysis
Risk analysis using risk registers, probability/impact matrices, and mitigation planning. Identifies, assesses, and manages project, business, and technical risks with structured response strategies.
root-cause-analysis
Problem solving using Fishbone (Ishikawa) diagrams and 5 Whys technique. Identifies root causes systematically and recommends corrective actions.
stakeholder-analysis
Stakeholder identification, analysis, and management using BABOK techniques. Creates Power/Interest matrices, RACI charts, and communication plans.
swot-pestle-analysis
Strategic environmental analysis using SWOT, PESTLE, and Porter's Five Forces. Creates structured assessments with Mermaid visualizations for competitive positioning and strategic planning.
value-stream-mapping
Lean value stream mapping for identifying waste and optimization opportunities. Creates current/future state maps with cycle time analysis and improvement recommendations.
changelog-generator
通过分析提交历史、分类更改并将技术提交转换为清晰的、面向客户的发布说明，自动从 git 提交创建面向用户的更新日志。将数小时的手动更新日志编写工作缩短为几分钟的自动生成。
code-quality-specialist
提供代码审查、性能分析、重构建议、错误诊断和调试能力。当需要代码质量评估、性能优化、或问题排查时使用。
competitive-ads-extractor
从广告库（Facebook、LinkedIn 等）中提取和分析竞争对手的广告，以了解哪些消息、问题和创意方法有效。帮助激发和改进您自己的广告活动。
data-specialist
提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用。
design-specialist
提供 UI/UX 设计、用户研究、视觉设计和品牌一致性能力。当需要设计界面、进行用户研究或创建视觉资产时使用。
devops-specialist
提供部署、CI/CD、基础设施管理和 DevOps 自动化能力。当需要部署应用、配置基础设施或优化开发流程时使用。
docx
全面的文档创建、编辑和分析，支持跟踪更改、评论、格式保留和文本提取。当 Claude 需要处理专业文档（.docx 文件）时：(1) 创建新文档，(2) 修改或编辑内容，(3) 处理跟踪更改，(4) 添加评论，或任何其他文档任务
全面的 PDF 操作工具包，用于提取文本和表格、创建新 PDF、合并/拆分文档和处理表单。当 Claude 需要填写 PDF 表单或以编程方式大规模处理、生成或分析 PDF 文档时使用。
pptx
演示文稿创建、编辑和分析。当 Claude 需要处理演示文稿（.pptx 文件）时：(1) 创建新演示文稿，(2) 修改或编辑内容，(3) 处理布局，(4) 添加评论或演讲者备注，或任何其他演示文稿任务
xlsx
全面的电子表格创建、编辑和分析，支持公式、格式、数据分析和可视化。当 Claude 需要处理电子表格（.xlsx、.xlsm、.csv、.tsv 等）时：(1) 创建带有公式和格式的新电子表格，(2) 读取或分析数据，(3) 在保留公式的同时修改现有电子表格，(4) 在电子表格中进行数据分析和可视化，或 (5) 重新计算公式
documentation-specialist
创建和维护技术文档、API 文档、代码注释和项目文档。当需要生成、更新或改进文档时使用。
domain-name-brainstormer
为您的项目生成创意域名想法，并检查多个顶级域名（.com、.io、.dev、.ai 等）的可用性。节省数小时的头脑风暴和手动检查时间。
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