Guide architecture decisions using ADRs, trade-off analysis, pattern catalogs, and C4 diagrams for layered, hexagonal, event-driven, and CQRS patterns.
Build deep architectural understanding through ultra-granular code analysis. Use when doing security audits, code reviews, or getting oriented in an unfamiliar codebase.
Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.
Enables Claude to conduct comprehensive research using Gemini Deep Research for in-depth analysis and reports
Expert at advanced debugging and root cause analysis. Use when troubleshooting complex issues, finding root causes of bugs, investigating performance problems, or analyzing system failures.
Token-efficient code analysis via 5-layer stack (AST, Call Graph, CFG, DFG, PDG). 95% token savings.
Security Incident Report templates drawing from NIST/SANS. DDoS post-mortem, CVE correlation, timeline documentation, and blameless root cause analysis.
Safe Rust refactoring with LSP analysis. Triggers on: /refactor, rename symbol, move function, extract, ้ๆ, ้ๅฝๅ, ๆๅๅฝๆฐ, ๅฎๅ จ้ๆ
AI-powered test generation using pattern recognition, code analysis, and intelligent test synthesis for comprehensive test coverage.
Token-efficient code analysis via 5-layer stack (AST, Call Graph, CFG, DFG, PDG). 95% token savings.
Systematic root cause analysis for bugs and unexpected behavior. Investigates, isolates, and either fixes simple issues directly or escalates to appropriate workflow.
Comprehensive GitHub repository analysis for engineering managers with contribution stats, code quality review, team health metrics, and actionable management outputs
Analyze text sentiment (positive/negative/neutral) with confidence scores, emotion detection, and visualization. Supports single text, CSV batch, and trend analysis.
Investigate data issues using lineage, intelligence, and history. Handles "why is this table stale", "what changed", "explain this alert", "root cause analysis", "debug this issue".
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
Router for audio domain including playback, analysis, and audio-reactive visuals. Use when implementing any audio functionality including music, sound effects, visualizers, or audio-driven...
Git-based codebase exploration with delta analysis. Performs full exploration on first run, then incremental delta exploration tracking committed and uncommitted changes.
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.
Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and econometric analysis.