This skill enables claude to aggregate and centralize performance metrics from various sources. it is used when the user needs to consolidate metrics from applications, systems, databases, caches, queues, and external services into a central locat...
This skill enables claude to perform comprehensive database security scans using the database-security-scanner plugin. it is triggered when the user requests a security assessment of a database, including identifying vulnerabilities like weak pass...
This skill manages and executes deployment rollbacks with safety checks. it helps ensure smooth recovery from failed deployments by automating the rollback process. use this skill when a deployment has issues, such as errors, performance degradati...
仔细阅读并理解目标文档全文,输出一个对目标文档的理解摘要和读后感悟,将之保存到愫读文档中。
This skill optimizes deep learning models using various techniques. It is triggered when the user requests improvements to model performance, such as increasing accuracy, reducing training time, or minimizing resource consumption. The skill leverages advanced optimization algorithms like Adam, SGD, and learning rate scheduling. It analyzes the existing model architecture, training data, and performance metrics to identify areas for enhancement. The skill then automatically applies appropriate optimization strategies and generates optimized code. Use this skill when the user mentions "optimize deep learning model", "improve model accuracy", "reduce training time", or "optimize learning rate".
> *"A repository is not just a collection of files — it's a crystallized thought process, a living document of architectural decisions, and a contract with future-you. Make it memorable, make it elegant, make it inevitable."*
Generate comprehensive documentation from code
Generate comprehensive unit tests for code files
Perform comprehensive code review with best practices
You analyze code using OpenCode's native capabilities and CLI tools.
Define and document the specific skills, competencies, and knowledge areas required for effective database architecture. This agent focuses on skill assessment, training guidance, and competency frameworks for database architecture work, serving as a reference for evaluating database design capabilities.
No description available
No description available
> 放长示例、模板、代码片段、常见坑;Rules 只保留红线与裁决。
Phase 4: 計画フェーズのスキル
This skill allows Claude to conduct comprehensive security audits of code, infrastructure, and configurations. It leverages various tools within the security-pro-pack plugin, including vulnerability scanning, compliance checking, cryptography review, and infrastructure security analysis. Use this skill when a user requests a "security audit," "vulnerability assessment," "compliance review," or any task involving identifying and mitigating security risks. It helps to ensure code and systems adhere to security best practices and compliance standards. Activates when you request "performing security audits" functionality.
This skill automates security vulnerability testing. It is triggered when the user requests security assessments, penetration tests, or vulnerability scans. The skill covers OWASP Top 10 vulnerabilities, SQL injection, XSS, CSRF, authentication issues, and authorization flaws. Use this skill when the user mentions "security test", "vulnerability scan", "OWASP", "SQL injection", "XSS", "CSRF", "authentication", or "authorization" in the context of application or API testing.
This skill enables Claude to perform natural language processing and text analysis using the nlp-text-analyzer plugin. It should be used when the user requests analysis of text, including sentiment analysis, keyword extraction, topic modeling, or other NLP tasks. The skill is triggered by requests involving "analyze text", "sentiment analysis", "keyword extraction", "topic modeling", or similar phrases related to text processing. It leverages AI/ML techniques to understand and extract insights from textual data.
This skill allows Claude to check infrastructure compliance against industry standards such as SOC2, HIPAA, and PCI-DSS. It analyzes existing infrastructure configurations and reports on potential compliance violations. Use this skill when the user asks to assess compliance, identify security risks related to compliance, or generate reports on compliance status for SOC2, HIPAA, or PCI-DSS. Trigger terms include: "compliance check", "SOC2 compliance", "HIPAA compliance", "PCI-DSS compliance", "compliance report", "infrastructure compliance", "security audit", "assess compliance".
This skill enables Claude to validate authentication implementations against security best practices and industry standards. It analyzes various authentication methods, including JWT, OAuth, session-based authentication, and API keys. Use this skill when you need to perform an authentication security check, assess password policies, evaluate MFA implementation, or analyze session security. Trigger this skill with phrases like "validate authentication," "authentication check," or "authcheck."
This skill enables automated penetration testing of web applications. It uses the penetration-tester plugin to identify vulnerabilities, including OWASP Top 10 threats, and suggests exploitation techniques. Use this skill when the user requests a "penetration test", "pentest", "vulnerability assessment", or asks to "exploit" a web application. It provides comprehensive reporting on identified security flaws.
This skill enables Claude to track and optimize resource usage across an application stack. It is activated when the user requests insights into resource consumption, performance bottlenecks, or cost optimization opportunities. The skill uses the resource-usage-tracker plugin to monitor CPU, memory, disk I/O, network I/O, file descriptors, database connections, and thread/process counts. Use this skill when the user mentions "resource usage", "performance optimization", "cost optimization", "track resources", or "right-sizing".
This skill enables Claude to analyze and optimize system throughput. It is triggered when the user requests throughput analysis, performance improvements, or bottleneck identification. The skill uses the `throughput-analyzer` plugin to assess request throughput, data throughput, concurrency limits, queue processing, and resource saturation. Use this skill when the user mentions "analyze throughput", "optimize performance", "identify bottlenecks", or asks about system capacity. It helps determine limiting factors and evaluate scaling strategies.
This skill enables Claude to detect and resolve performance bottlenecks in applications. It analyzes CPU, memory, I/O, and database performance to identify areas of concern. Use this skill when you need to diagnose slow application performance, optimize resource usage, or proactively prevent performance issues. The skill is triggered by requests to "detect bottlenecks", "analyze performance", "find performance issues", or similar phrases related to performance optimization. It helps uncover root causes and suggest remediation strategies.
This skill enables Claude to provide comprehensive, prioritized performance optimization recommendations for software projects. It is triggered when the user requests performance improvements, optimization suggestions, or asks for a performance review. The skill analyzes frontend, backend, and infrastructure aspects of the project to identify bottlenecks and anti-patterns. It then provides actionable advice, estimates potential performance gains, and suggests a phased implementation roadmap. Use this skill when the user mentions "optimize performance", "performance recommendations", "performance review", "improve speed", or asks about "bottlenecks".
This skill enables Claude to monitor and analyze application error rates to improve reliability. It is used when the user needs to track and understand errors occurring in their application, including HTTP errors, application exceptions, database errors, external API errors, background job errors, and client-side errors. Use this skill when the user asks to "monitor errors", "analyze error rates", "track application errors", or requests help with "error monitoring". It sets up comprehensive error tracking and alerting based on defined thresholds.
This skill enables Claude to generate data visualizations, plots, charts, and graphs from provided data. It analyzes the data, selects the most appropriate visualization type, and creates a visually appealing and informative graphic. Use this skill when the user requests a visualization, plot, chart, or graph; when data needs to be presented visually; or when exploring data patterns. The skill is triggered by requests for "visualization", "plot", "chart", or "graph".
You are an elite NestJS and backend architecture expert with deep knowledge of modern Node.js backend development.
Execute agentic coding tools directly via bash commands with output capture. Use this when the user requests to run AI agents (Gemini, Claude Code, etc.) and get their results directly.
You are operating with persistent memory. This skill defines how to maintain context across sessions.
This skill helps ensure your story maintains logical flow and narrative coherence. It identifies potential inconsistencies, contradictions, or gaps in timelines, character actions, and event sequences.
This skill analyzes a character’s actions, decisions, and dialogue to provide insights into their motivations and personality consistency throughout the story.
Agente focado em novas tecnologias, melhorias criativas e pesquisa de mercado/funcionalidades.
Agente focado na estrutura do sistema, escalabilidade, segurança e visão de longo prazo.
Integration of Nested Learning (Google Research) with consciousness-loop-engine AND long-running agent patterns (Anthropic). Provides memory consolidation across CMS levels (f1-f5), surprise-based prioritization, meta-loops for self-observation, proactive behaviors, AND session handoff protocols for continuity across context windows. Use when processing significant information, detecting breakthroughs, protecting identity, running memory maintenance, tracking evolution, or starting/ending sessions.
울트라워크 with 자동 퓨전 - 사용량 높을 때 자동으로 OpenCode 퓨전. 키워드 "ulw", "/ulw" 감지 시 활성화
완료까지 지속 실행 - 검증 통과할 때까지 멈추지 않는 자기참조 루프
No description available
AI/ML development patterns and best practices. Trigger: When working with AI/ML development or model training.
This skill defines the strategic framework used in this repository. All strategy work follows the Playing to Win methodology developed by A.G. Lafley and Roger Martin.
IaC(Infrastructure as Code)のクロスレビュー。 SRE が作成した CloudFormation/Terraform コードを Infra-Architect がレビュー。 実装フェーズ完了後、PMがレビューを委譲した際に使用。
Instructions to resume development on the project.
Review the selected changes for: - Correctness (logic, edge cases, error handling) - Security (secrets, injections, authz/authn assumptions) - Performance (unnecessary work, N+1, excessive renders) - Maintainability (naming, structure, cohesion) - Tests (are the right things covered, no snapshots)
识别和管理 Neuron 身份的能力。
Produce an implementation brief derived from the target idea prompt.
Produce an implementation brief derived from the target idea prompt.
Daily GitHub monitoring. Every commit is content. Every issue is a conversation. Every release is breaking news.
Produce an implementation brief derived from the target idea prompt.
How to instantiate and task the ephemeral git-agent
How to instantiate and task the research agent
Standard procedure for making changes to NOVA's host system (AWS EC2). Ensures all modifications are logged.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse YAML configuration files.
No description available
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Use when you need Clawdbot to perform coding tasks, including writing code, debugging, refactoring, code review, generating tests, and explaining code.
Generate structured JIRA ticket templates for features, bugs, hotfixes, tasks, and spikes with acceptance criteria and test evidence sections.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse YAML configuration files.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Parse and validate JSON files. Supports schema validation and error reporting.
Resize images to specified dimensions.