Data Science

Analyzes binary files for vulnerabilities and develops exploits. Use when working with ELF/PE executables, pwn challenges, buffer overflow, heap exploitation, ROP chains, format string bugs, or shellcode development.

Comprehensive Claude Code conversation analysis skill for deep-diving into CC session logs.Use when analyzing exported Claude Code conversations to understand: project patterns, error rates,command failures, security risks, session duration, tool usage, and workflow efficiency.Triggers: "analyze conversation", "CC analysis", "conversation analysis", "session review","Claude Code logs", "analyze my sessions", "review CC usage", "conversation insights","what went wrong in my session", "session forensics", "CC forensics"

Miyabi MCP統合スキル - プロジェクト内の7つのMCPサーバーを活用した高度な機能提供。IDE診断、GitHub拡張、プロジェクトコンテキスト、ファイルシステム、コンテキストエンジニアリング、Miyabi CLI、dev3000デバッグツールを統合。Use when:- VS Codeの診断情報やJupyter実行が必要な時- GitHubのIssue/PR操作が必要な時- プロジェクト依存関係の分析が必要な時- コンテキスト最適化やセマンティック検索が必要な時- Miyabi CLIコマンド(init, agent-run, status, auto)を実行する時- UIデバッグやブラウザ統合ログが必要な時

Expert in Jungian analytical psychology, depth psychology, shadow work, archetypal analysis, dream interpretation, active imagination, addiction/recovery through Jungian lens, and the individuation process - grounded in primary sources and clinical frameworks. Activate on 'Jung', 'Jungian', 'shadow work', 'archetypes', 'dream interpretation', 'active imagination', 'individuation', 'anima', 'animus', 'collective unconscious', 'addiction', 'recovery', 'spiritus contra spiritum'. NOT for therapy or diagnosis (only licensed analysts diagnose), active psychosis, severe dissociation, or replacing the relational container of actual Jungian analysis.

Vector distance calculations for similarity analysis

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures understanding before attempting solutions

Strategic due diligence analysis (business model, tokenomics, viability). TRIGGERS: 'due diligence', 'análise estratégica', 'business model', 'tokenomics', 'competitive analysis', 'viabilidade financeira', 'strategic recommendations'. Use when performing strategic analysis, evaluating business model, assessing project viability, competitive analysis, financial sustainability assessment.

Deep code quality review with web research. Use when user explicitly requests verification against latest docs ('double check against latest', 'verify versions', 'check security'), needs deeper analysis beyond automatic hook, or is working on projects without SAFEWORD.md/CLAUDE.md. Fetches current documentation (WebFetch), checks latest versions (WebSearch), and provides deep analysis (performance, security, alternatives).

Generate production-quality Python code for robot motion planning algorithms that run inPyodide (browser). Creates educational code for teaching path planning (A*, RRT), trajectoryoptimization, PID control, model predictive control (MPC), and whole-body control.Focuses on algorithm implementation, visualization, and educational clarity.

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

Capture task outcomes, score performance, and derive rules as token priors for continual learning without model weight changes. Use for post-task feedback, experience capture, pattern extraction, and learning from mistakes. Achieves continual learning for $18 per 100 samples vs $10k fine-tune cost. Triggers on "learn from experience", "capture patterns", "post-task analysis", "continual learning", "experience extraction".

Threat modeling workflow for software systems: scope, data flow diagrams, STRIDE analysis, risk scoring, and turning mitigations into backlog and tests

Automated code review analyzing security, performance, maintainability, and test coverage. Activated during code reviews or when conducting analysis.

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks | Sử dụng khi: tạo PowerPoint, slide thuyết trình, chỉnh sửa pptx

This skill automatically detects when CLAUDE.md files need updates based on codebase analysis. It identifies new patterns, code violations, stale documentation, and anti-patterns, then proposes specific markdown diffs showing exactly what CLAUDE.md sections should be added, modified, or removed. When codebase architecture changes, new patterns emerge, or documented practices diverge from actual code, this skill analyzes the robo-trader project structure and generates actionable recommendations with confidence scores. Should be invoked after major feature completions, during code reviews, or as periodic maintenance scans.

Integrate RubyCritic to analyze Ruby code quality and maintain high standards throughout development. Use when working on Ruby projects to check code smells, complexity, and duplication. Triggers include creating/editing Ruby files, refactoring code, reviewing code quality, or when user requests code analysis or quality checks.

Comprehensive User Acceptance Testing (UAT) automation for H2 Tank Designer (proagentic-dfx). Executes 30 critical smoke tests covering requirements entry, 3D visualization, analysis panels, compliance, validation, and export. Uses Chrome DevTools browser automation with mandatory screenshot analysis. Captures screenshots AFTER processes complete, analyzes each with detailed descriptions, updates report incrementally. Use when validating H2 Tank Designer functionality with evidence-based testing.

Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use for risk management planning, risk assessments, risk control verification, and risk management file maintenance.

Complete musical taste profile of Laimis based on analysis of 124 tracks (38 parameters each) and 3 playlists. Use this skill when user asks to create music prompts (SUNO/Udio), describe musical taste, recommend tracks, create playlists by mood, or any music-related task. This skill contains the complete musical essence and eliminates need for re-analyzing playlist_analysis.jsonl or playlist files. Activate for prompt generation, taste description, mood-based recommendations, style analysis, or musical discussions.

Constructs valuation models and price targets for a company using DCF, multiples, and scenario analysis. Use this when asked about "fair value", "target price", "is it cheap/expensive", or "valuation".