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Assess authorized networks through host discovery, service checks, vulnerability identification, and controlled exploitation. Follow a structured testing process to document attack paths, demonstrate business impact, clean up test artifacts, and prioritize remediation.

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• Assessing internal or external network security
• Validating firewall rules and network segmentation
• Verifying whether service vulnerabilities are exploitable

Plan and run authorized security exercises that simulate an attacker's actions, from reconnaissance to activities after entry. Map techniques to MITRE ATT&CK, a framework of attack behaviors, and report detection gaps and response performance.

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• Planning the scope and objectives of a red team exercise
• Designing scenarios based on a specific threat actor
• Measuring detection and response during an exercise

Review personal data handling against GDPR requirements, covering processing records, legal grounds, individual rights, breach procedures, and international transfers. Produce findings by article and a prioritized improvement roadmap with responsibilities, estimated costs, and timelines.

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• Preparing evidence for a regulatory audit
• Reviewing privacy requirements for a new system
• Assessing GDPR gaps during acquisition due diligence

Analyze disk images with Autopsy and The Sleuth Kit to recover deleted files, search content, and examine recorded activity. Build investigation timelines and visual reports that help stakeholders understand evidence from one or multiple disk images.

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• Recovering deleted files from a disk image
• Searching evidence for confidential files and keywords
• Reconstructing activity around a malware infection

Review a defined code change through independent code and architecture reviewers. Receive severity-rated findings with file and line references, concrete fixes, and a final recommendation on whether the change is ready to merge.

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• Checking a pull request before merging
• Assessing code quality and security within a defined scope
• Reviewing architectural boundaries and hidden dependencies

Organize Node.js, Express, and TypeScript APIs into layers with clear responsibilities. This guide covers request handling, business logic, database access, input validation, error tracking, configuration, and testing to support consistent implementation and refactoring across services.

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• Adding an API endpoint with clearly separated responsibilities
• Organizing database access through Prisma
• Adding input validation and error tracking

Build Python applications that keep other tasks moving while waiting for network, file, or database operations. The skill guides asyncio patterns, task cancellation, timeouts, workload limits, and testing for asynchronous APIs, scrapers, and background processing.

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• Building asynchronous web APIs
• Sending concurrent requests in web scrapers
• Designing background tasks and queues

Document major technical decisions with their context, alternatives, reasoning, and consequences. The skill provides Architecture Decision Record templates and maintenance practices so teams can review past choices, track replacements, and explain decisions to new members.

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• Recording reasons for technology choices
• Comparing design options and trade-offs
• Explaining past decisions to new team members

Design PostgreSQL tables by choosing data types, validation rules, and indexes that match actual queries. The skill also guides JSONB usage, partitioning large tables, and planning schema changes with attention to read and write workloads.

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• Designing tables for users and orders
• Reviewing indexes against actual queries
• Choosing between relational columns and JSONB

Turn API code into documentation covering endpoints, inputs, authentication, responses, and errors. Add request examples in multiple languages and usage guides to help developers understand and start using the API.

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• Writing documentation for a new API
• Updating API documentation after code changes
• Preparing API guides for new developers or external users

Create Mermaid diagrams from text to explain software structure, API interactions, workflows, and database relationships. The skill guides diagram selection, syntax, styling, and export, helping keep visual documentation editable and stored alongside code.

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• Explaining system architecture with diagrams
• Mapping API requests and responses
• Documenting database table relationships

Prioritize product features, analyze customer interviews, and draft product requirements documents. Scoring scripts and document templates help turn customer problems, expected impact, and development effort into a roadmap with clear scope and success measures.

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• Prioritizing features within team capacity
• Extracting customer problems from interviews
• Drafting requirements for a new feature

Turn feature requirements into test plans, step-by-step manual tests, regression suites for checking existing features, and reproducible bug reports. The skill also supports comparing implemented interfaces with Figma designs and documenting visual differences.

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• Plan tests for a new feature
• Write manual checkout test cases
• Organize regression checks before a release

Coordinate specialized agents in Claude Code to divide development and review tasks, pass findings between stages, and combine results into one report with prioritized recommendations and action items.

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• Reviewing code from security, performance, and quality perspectives
• Coordinating frontend, backend, and database work
• Combining specialist findings into a prioritized report

Run Gemini CLI to review code, assess technical plans, and analyze large collections of files. Choose a model and execution settings for the task, then capture findings about security, maintainability, architecture, or technical debt.

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• Reviewing security and quality across multiple files
• Checking architecture plans for missing components
• Analyzing the structure of a large codebase

Evaluate LLM application quality using automated scores, human reviews, and another language model as a judge. Compare models or prompts, establish baseline results, and detect quality drops through repeatable tests and statistical comparisons.

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• Comparing models and prompts
• Checking quality before deployment
• Evaluating search quality in RAG applications

Review security across web apps, APIs, mobile apps, Kubernetes, and AI agents using six OWASP references. Identify risky authentication, access controls, configurations, and prompt handling, then use examples and checklists to plan fixes.

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• Review login flows and access controls
• Check API authorization and data exposure
• Review mobile app storage and communications

Run Gemini research tasks that plan searches, read sources, and combine findings into cited reports. Specify a report structure, monitor progress, and continue earlier research with follow-up questions for market, technical, historical, or comparative studies.

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• Research a market and its competitors
• Review technical literature
• Compare products or technologies

Prepare for the next seven days of customer and prospect calls with one chronological briefing. Gather company and attendee research, highlight urgent account signals and notable news, and suggest meeting objectives using Common Room as the primary source.

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• Preparing for a week of customer calls
• Reviewing companies and attendees before meetings
• Spotting renewal risks and expansion opportunities

Review a website’s search visibility through keyword research, page checks, technical issues, and competitor comparisons. Identify missing content and receive a prioritized action plan with effort estimates, covering quick fixes and longer-term work.

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• Review a website’s overall SEO health
• Find promising keywords for new content
• Identify topics covered by competitors

Check single-cell RNA-seq data quality, filter low-quality cells using median absolute deviation, a measure of spread, and compare plots before and after filtering. Outputs include filtered data and the original dataset with quality annotations.

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• Assess single-cell RNA-seq data quality
• Filter low-quality cells and rarely detected genes
• Compare quality plots before and after filtering

Turn feature requests and customer interviews into product plans. Rank features with RICE, a scoring method for reach, impact, confidence, and effort, extract research findings, and draft requirements and roadmaps that reflect team capacity.

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• Ranking feature requests within team capacity
• Finding shared pain points across customer interviews
• Drafting product requirements with success metrics

Check Agent Skills for documentation structure and Python script behavior, then score quality and security posture. Get grades and improvement priorities, and use pass criteria in pre-commit checks or continuous integration, which runs checks automatically.

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• Checking a newly authored skill before release
• Auditing existing skills and prioritizing improvements
• Testing bundled Python scripts and sample outputs

Review REST API specifications with automated checks for inconsistent conventions and breaking changes—changes that disrupt existing clients. Get a design grade, improvement recommendations, and tool reports to support release reviews and API migrations.

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• Reviewing a pull request that changes API endpoints
• Checking compatibility before an API version migration
• Establishing shared API design standards