complex-excel-builder
Comprehensive toolkit for creating multi-tab Excel workbooks for startups and scale-ups. Use this skill when building financial models, operational dashboards, board reports, or analytics workbooks that require data organization, complex calculations, pivot tables, visualizations, and documentation across multiple interconnected sheets. Specialized for startup metrics (ARR, MRR, CAC, LTV), board-level reporting, and data-driven decision making.
vibe-coding
Comprehensive guide for AI-assisted vibe coding. Use when the user wants to build applications through natural language prompts using tools like Lovable, Cursor, Replit, or Bolt. Includes best practices, pitfall awareness, tool-specific guidance, architectural decision support, and MVP scope definition with a bias toward cutting features aggressively to ship faster.
skill-testing-framework
Provides test cases and validation tools for skills. Use when creating tests for a new skill, adding regression tests after skill updates, running test suites to verify skill functionality, or validating that skill outputs match expected results. Supports unit tests, integration tests, and regression tests with input/output pair validation.
xlsx-editor
Specialized guidance for editing EXISTING Excel files with emphasis on preserving formulas, formatting, and structure across multiple tabs. Use this skill when modifying, updating, or adding data to existing .xlsx files where maintaining integrity is critical—particularly for multi-tab workbooks, complex formulas, formatted tables, and data that must maintain sort order and relationships across sheets.
resume-builder
Comprehensive resume creation, review, and optimization with support for multiple formats, ATS optimization, industry-specific guidance, and career stage customization. Use this skill when users request help writing, creating, reviewing, improving, or tailoring resumes for job applications.
prompt-optimization-analyzer
Active diagnostic tool for analyzing skill prompts to identify token waste, anti-patterns, trigger issues, and optimization opportunities. Use when reviewing skill prompts, debugging why skills aren't triggering, optimizing token usage, or preparing skills for publication. Provides specific, actionable suggestions with examples.
skill-security-analyzer
Comprehensive security risk analysis for Claude skills. Use when asked to analyze security risks, review security stance, audit skills for vulnerabilities, check security before deployment, or evaluate safety of skill files. Triggers include "analyze security," "security risks," "security audit," "security review," "is this skill safe," or "check for vulnerabilities."
requirements-elicitation
Systematic framework for analyzing product documents (PRDs, feature specs, user stories, roadmaps, one-pagers) to identify gaps, generate clarifying questions for PMs and engineers, and assess technical risks. This skill should be used when engineers or technical leads need to bridge PM documents and implementation by eliciting missing technical details rather than making assumptions. Use when asked to extract technical requirements, review specs, identify what's missing, or prepare clarifying questions from product documents.
skill-debugging-assistant
Debug, diagnose, and troubleshoot skill issues including trigger failures, parameter problems, prompt conflicts, and SKILL.md structural issues. Use when skills don't activate as expected, trigger incorrectly, produce unexpected behavior, conflict with system instructions, or fail packaging validation. Analyzes YAML frontmatter, descriptions, progressive disclosure, token budget, absolute statements, and reference file organization. For skill creators reviewing, validating, or fixing skill problems.
agentic-development
Conversational guidance for building software with AI agents, covering workflows, tool selection, prompt strategies, parallel agent management, and best practices based on real-world high-volume agentic development experience. Use this skill when users ask about setting up agentic workflows, choosing models, optimizing prompts, managing parallel agents, or improving agent output quality.
pitch-deck-builder
Comprehensive pitch deck creation with conversational discovery, narrative structuring, and context-aware chunking strategies. This skill should be used when users request help creating pitch decks, investor presentations, fundraising decks, or startup presentations. It guides through narrative development, data collection, and professional slide creation.
skill-dependency-mapper
Analyzes skill ecosystem to visualize dependencies, identify workflow bottlenecks, and recommend optimal skill stacks. Use when asked about skill combinations, workflow optimization, bottleneck identification, or which skills work together. Triggers include phrases like "which skills work together", "skill dependencies", "workflow bottlenecks", "optimal skill stack", or "recommend skills for".
surrealdb
Write production-ready SurrealDB queries and operations using SurrealQL. Use when users need to create schemas, write CRUD queries, model graph relationships, build authentication systems, optimize performance, or work with SurrealDB in any capacity.
codex-code-review
Perform comprehensive code reviews using OpenAI Codex CLI. This skill should be used when users request code reviews, want to analyze diffs/PRs, need security audits, performance analysis, or want automated code quality feedback. Supports reviewing staged changes, specific files, entire directories, or git diffs.
council
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kro-rgd-pulumi
Create production-ready KRO ResourceGraphDefinitions using Pulumi TypeScript. Use when users need to define custom Kubernetes APIs, compose resources with KRO, integrate AWS ACK resources, or build platform abstractions using Pulumi infrastructure as code.
design-guide
Extract comprehensive design language from websites including colors, typography, animations, interactive states, shadows, gradients, component patterns, and UX behaviors. Generates pixel-perfect design guides with responsive screenshots and complete design system documentation. Use when analyzing website design, creating design systems, or rebuilding sites.
chat-history
Extract and organize Claude Code session history into project .chats directory. Use when users want to document their Claude sessions, export conversation inputs, or maintain a log of instructions given to Claude.
ai-image
Generate AI images using OpenAI's gpt-image-1 model with customizable aspect ratios and artistic themes. Use when the user wants to create images, generate artwork, or mentions image generation with specific styles like Ghibli, futuristic, Pixar, oil painting, or Chinese painting.
cel-k8s
Write production-ready CEL (Common Expression Language) code for Kubernetes ValidatingAdmissionPolicies, CRD validation rules, and security policies. Use when users need to create admission policies, validate Kubernetes resources, enforce security constraints, or write CEL expressions for Kubernetes.
specification-architect
A rigorous, traceability-first system that generates five interconnected architectural documents (blueprint.md, requirements.md, design.md, tasks.md, and validation.md) with complete requirements-to-implementation traceability. Use this skill when users need to architect systems, create technical specifications, or develop structured project documentation with guaranteed traceability.
lettactl
Manage Letta AI agent fleets with kubectl-style CLI
code-review
Systematic multi-perspective code review with consistent quality gates.
compound-docs
Document solved problems for knowledge persistence
testing
Unified testing commands and patterns across frontend and backend.
react-hooks
Resolves React hook violations (rules of hooks, useEffect dependencies, hook ordering).
session-resume
Resume context from previous session
standard-security-auth
Security & Authentication Specialist - Expert in JWT, cookie-based auth, MFA, and generic security patterns
mobile
Expertise in mobile responsiveness, specifically table patterns and standard UI component styling.
file-todos
Manage file-based todo tracking in the todos/ directory
debug
Systematic debugging with structured reproduction and root cause analysis.
git-workflow
Standardized patterns for Git branching, worktrees, and lifecycle management.
ethereum-wingman
Ethereum development tutor and builder for Scaffold-ETH 2 projects. Triggers on "build", "create", "dApp", "smart contract", "Solidity", "DeFi", "Ethereum", "web3", or any blockchain development task. ALWAYS uses fork mode to test against real protocol state.
beautiful-prose
A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.
applying-brand-guidelines
此技能将一致的企业品牌和样式应用于所有生成的文档,包括颜色、字体、布局和文案
cookbook-audit
根据 Rubric 评审 Anthropic Cookbook notebook。当请求 notebook 审查或审计时使用。
analyzing-financial-statements
此技能根据财务报表数据计算关键财务比率和指标,用于投资分析
creating-financial-models
此技能提供一套高级金融建模套件,包含 DCF 分析、敏感性测试、蒙特卡洛模拟和用于投资决策的情景规划
ansible-convert
Use when converting shell scripts to Ansible playbooks. Use when migrating bash automation, manual procedures, or Dockerfiles to idempotent Ansible tasks.
ansible-playbook
Use when creating playbooks, roles, or inventory files. Use when automating infrastructure with Ansible. Use when encountering YAML syntax errors, module failures, or variable precedence issues.
ansible-interactive
Use when guiding someone through Ansible setup step-by-step. Use when starting a new Ansible project from scratch. Use when teaching Ansible through hands-on development.
ansible-debug
Use when playbooks fail with UNREACHABLE, permission denied, MODULE FAILURE, or undefined variable errors. Use when SSH connections fail or sudo password is missing.
crucible-writer
First-draft writing assistant for Crucible-planned novels. Use when author has completed planning (crucible-planner) and outlining (crucible-outliner) and wants to write the actual prose. Handles scene-by-scene drafting, style matching, continuity tracking, and hallucination prevention. Triggers on "write my novel," "draft chapter X," "start writing from my outline," "help me write my book," or when user has Crucible outline and wants prose output. Works with any Crucible-planned story.
crucible-planner
Interactive planning system for epic fantasy novels using the Crucible Structure—a 36-beat narrative framework with three interwoven story strands (Quest, Fire, Constellation), five Forge Points, and a Mercy Engine. Use when user wants to plan a fantasy novel, provides a story premise/synopsis, asks to "plan my fantasy book," wants to create planning documents for an epic fantasy, or mentions the Crucible Structure. Guides users through multi-choice questions to generate 7 planning document categories (14 files total) from a simple premise.
crucible-outliner
Chapter-by-chapter outline generator for stories planned with the Crucible Structure. Use when a user has completed Crucible planning documents (thesis, strand maps, forge points, etc.) and wants to create detailed chapter outlines. Triggers on requests like "outline my book," "create chapter outline," "outline Book 1," "turn my Crucible plan into chapters," or when user has Crucible planning docs and wants to start writing. Works for single books or multi-book series.
crucible-editor
Revision and editing assistant for Crucible-drafted novels. Use when author has completed a first draft and wants to revise, edit, or polish their manuscript. Handles developmental editing, line editing, copy editing, and final polish. Triggers on "edit my novel," "revise chapter X," "polish my manuscript," "help me edit," or when user has completed draft chapters and wants to improve them.
chain-spec-risk-metrics
Use when planning high-stakes initiatives (migrations, launches, strategic changes) that require clear specifications, proactive risk identification (premortem/register), and measurable success criteria. Invoke when user mentions "plan this migration", "launch strategy", "implementation roadmap", "what could go wrong", "how do we measure success", or when high-impact decisions need comprehensive planning with risk mitigation and instrumentation.
grant-proposal-assistant
Use when writing or reviewing NIH, NSF, or foundation grant proposals. Invoke when user mentions specific aims, R01, R21, K-series, significance, innovation, approach section, grant writing, proposal review, research strategy, or needs help with fundable hypothesis, reviewer-friendly structure, or compliance with grant guidelines.
graphrag-evaluation
Use when evaluating GraphRAG system quality across knowledge graph completeness, retrieval relevance, answer correctness, and reasoning verification. Invoke when user mentions evaluate GraphRAG, quality metrics, benchmark, hallucination reduction, answer correctness, multi-step reasoning evaluation, test my GraphRAG, or measure RAG performance. Provides evaluation frameworks, metric selection, and testing protocols.
graphrag-system-design
Use when designing complete GraphRAG systems that combine graph retrieval with LLM reasoning. Invoke when user mentions GraphRAG system, technology stack, Neo4j with LLM, LangChain graph, LlamaIndex knowledge graph, community detection for RAG, hybrid symbol-vector integration, production GraphRAG, or domain-specific graph RAG. Provides architecture design, technology selection, and domain customization guidance.
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