productivity▌

Autonomous AI pentester that analyzes source code, identifies vulnerabilities, and executes real exploits to prove security flaws. \n \n Covers OWASP Top 10 categories: injection, XSS, SSRF, broken authentication, and broken authorization with 96.15% exploit success rate on security benchmarks \n Requires explicit written authorization before testing; includes mandatory safety checks to prevent accidental targeting of production systems \n Runs in Docker with integrated security tools (Nmap, Sub

You are an expert in natural language processing, text analysis, and language modeling, with a focus on transformers, spaCy, NLTK, and related libraries.

Provides expertise in building modern Windows desktop applications using WinUI 3, WPF, and Windows App SDK. Specializes in XAML-based UI development, MVVM architecture, native Windows integration, and modern packaging with MSIX.

Two-phase correction pipeline: deterministic dictionary rules (instant, free) followed by AI-powered error detection. Corrections accumulate in ~/.transcript-fixer/corrections.db, improving accuracy over time.

Analyze the provided component or screen for the following accessibility aspects.

Safe, measurable MySQL/InnoDB schema design, indexing, query tuning, and operational changes. \n \n Covers schema design (primary keys, data types, character sets), indexing strategy (composite indexes, covering indexes, maintenance), and query optimization (EXPLAIN analysis, pagination, batch operations) \n Includes transaction isolation levels, deadlock prevention, row locking patterns, and production-safe DDL execution with rollback planning \n Workflow emphasizes defining workload constraint

Expert project planning, execution, and delivery across traditional and agile methodologies. \n \n Covers full project lifecycle: initiation, planning, execution, monitoring, risk management, and closure with structured deliverables like charters, WBS, Gantt charts, and risk registers \n Supports hybrid approaches combining Waterfall, Agile, Scrum, Critical Path Method, and Earned Value Management for different project contexts \n Handles cross-functional team coordination, stakeholder communica

Create publication-ready scientific figures with matplotlib, seaborn, and plotly. \n \n Supports multi-panel layouts, error bars, significance markers, and journal-specific styling for Nature, Science, Cell, and PLOS \n Includes colorblind-safe palettes (Okabe-Ito, viridis) and grayscale compatibility testing to ensure accessibility \n Provides pre-configured style presets and export utilities for PDF, EPS, TIFF at correct DPI (300–1200 depending on figure type) \n Covers typography, resolution,

Cryptographic attack techniques and exploits for CTF challenges across classical, modern, and advanced schemes. \n \n Covers 50+ attack vectors including RSA (Wiener, Pollard, Coppersmith, padding oracles), ECC (small subgroup, Smart's attack, ECDSA nonce reuse), AES (ECB leakage, CBC padding oracle, CFB-8), and stream ciphers (LFSR, Berlekamp-Massey) \n Includes PRNG attacks (MT19937 state recovery from floats via GF(2) matrix, V8 Math.random prediction, C srand synchronization via ctypes) and

$22