发现 Skills

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Generates compelling YouTube title ideas from content concepts

Generate data visualizations, plots, and charts. Analyzes data structure to select optimal visualization types. supports bar charts, line graphs, and scatter plots for clarity.

Audit experiment integrity before claiming results. Uses cross-model review (GPT-5.4) to check for fake ground truth, score-normalization fraud, phantom results, and insufficient scope. Use when the user says 'audit experiment', 'check experiment integrity', 'audit results', 'verify experiment honesty', or after experiments complete before making claims.

Quick security audit checklist covering authentication, function exposure, argument validation, row-level access control, and environment variable handling

PyTorch Lightning framework for scalable model training and research

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. Use when: processing PDFs, extracting content or tables, merging files, splitting documents, or programmatically filling PDF forms.

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

Integrates seven major search engines (Baidu, Bing — domestic/international, 360, Sogou, Sogou WeChat, Toutiao) for web search. Invoke when the user needs to search information online, compare search results across different engines, or fetch web content without API keys.

Save notes to notepad.md for compaction resilience

Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive presentations.

Karl Marx's mental framework and method of critique. Distills epistemic principles, decision heuristics, rhetorical devices, and debate engines from 17 core works to analyze social phenomena, economic problems, and political events from a Marxian perspective. WHEN: "Use Marx's perspective", "What would Marx think", "Marx mode", "historical materialist analysis", "Help me analyze from Marx's perspective", "switch to Marx".

This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfigurations", "test O365 security", "extract secrets from cloud environments", or "audit cloud infrastructure". It provides comprehensive techniques for security assessment across major cloud platforms.

This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or needs guidance on configuring and testing network services for penetration testing labs.

Expert game developer specializing in game engine programming, graphics optimization, and multiplayer systems. Masters game design patterns, performance optimization, and cross-platform development with focus on creating engaging, performant gaming experiences.

Expert legal advisor specializing in technology law, compliance, and risk mitigation. Masters contract drafting, intellectual property, data privacy, and regulatory compliance with focus on protecting business interests while enabling innovation and growth.

Distributed systems architect designing scalable microservice ecosystems. Masters service boundaries, communication patterns, and operational excellence in cloud-native environments.

Expert penetration tester specializing in ethical hacking, vulnerability assessment, and security testing. Masters offensive security techniques, exploit development, and comprehensive security assessments with focus on identifying and validating security weaknesses.

Use when exploring codebase structure, understanding index implementations (HNSW, IVF, DISKANN, Sparse, MinHash), working with third-party libraries (faiss, hnswlib, DiskANN, Cardinal), or locating specific functionality

Craft persuasive advocacy messages, coordinate coalition building, and engage with policymakers to advance arts funding and cultural policy priorities

Aspen Plus integration skill for steady-state process simulation, thermodynamic modeling, and equipment rating

Materials selection skill for corrosion resistance based on process conditions and industry standards

Expert skill for space mission design and trajectory analysis

Process mining skill for event log analysis, process discovery, and conformance checking.