productivity▌

Framework for developing, backtesting, and deploying prediction market trading strategies. \n \n Four built-in strategy templates: arbitrage (pricing inefficiencies), copy trading (mirror successful traders), momentum (price and volume signals), and mean reversion (trade price extremes) \n Backtesting engine with historical data simulation, performance metrics (Sharpe ratio, max drawdown, win rate), and equity curve tracking \n Risk management module enforcing position limits, drawdown caps, dai

Add tracing to LangChain/LangGraph apps and query trace data via CLI for debugging and dataset generation. \n \n Automatic tracing for LangChain/LangGraph apps with environment variables; manual tracing via @traceable decorator and wrap_openai() for other frameworks in Python and TypeScript \n Query traces (complete execution trees) or runs (individual nodes) using langsmith CLI with filters for time, latency, errors, tags, and custom metadata \n Export traces to JSONL files preserving hierarchy

Activate when the user wants to obtain data from a website:

Initialize Trigger.dev in your project with configuration and first task setup. \n \n Scaffolds trigger.config.ts , trigger/ directory, and example task via npx trigger init \n Requires Node.js 18+, Bun, and a Trigger.dev account with project credentials from the dashboard \n Development server runs locally with npx trigger dev ; tasks are triggered from app code or the dashboard test interface \n Common setup issues covered: task export requirements, project ID verification, and secret key conf

AXe is a single-binary CLI for iOS Simulator automation via Apple's Accessibility APIs and HID.

Create, edit, and analyze PowerPoint presentations with XML-level control and template workflows. \n \n Supports three workflows: creating presentations from scratch using HTML-to-PPTX conversion, editing existing presentations via raw OOXML manipulation, and building from templates with slide duplication and text replacement \n Includes text extraction via markdown conversion, raw XML access for comments, speaker notes, layouts, and design elements, and typography/color analysis from theme file

Malware analysis and network traffic techniques for CTF challenges. \n \n Covers script deobfuscation (JavaScript, PowerShell, base64/hex decoding), YARA rule writing, shellcode analysis with Unicorn Engine and Capstone, and memory forensics using Volatility 3 (malfind, process injection detection) \n Includes PE and .NET binary analysis (peframe, dnSpy, AsmResolver), malware configuration extraction, and sandbox evasion detection (VM detection, timing checks, API hashing) \n Provides C2 traffic

Navigate enterprise sales deals through buying committee dynamics, procurement, and overcoming customer indecision. \n \n Helps identify deal stage, map stakeholders (champion, economic buyer, decision-makers), and arm internal advocates with role-specific materials \n Addresses the root cause of deal loss: customer fear of messing up and being blamed, not just competitive pressure or missing urgency \n Guides procurement navigation by proactively handling administrative burden, compliance requi

Help teams create written technical roadmaps aligned to business outcomes using structured frameworks. \n \n Applies the Rumelt framework to organize strategy into three parts: Diagnosis (core technical challenge), Guiding Policies (decision-making principles), and Actions (specific initiatives) \n Emphasizes documenting strategy in writing so it can be critiqued, improved, and aligned across teams rather than existing only in leadership's head \n Flags common pitfalls including tool proliferati

Captures learnings, errors, and corrections to enable continuous improvement across agent tasks. \n \n Logs failures, user corrections, knowledge gaps, and API errors to structured markdown files ( .learnings/ERRORS.md , LEARNINGS.md , FEATURE_REQUESTS.md ) with consistent ID, priority, and metadata \n Supports promotion of broadly applicable learnings to project memory files ( CLAUDE.md , AGENTS.md , .github/copilot-instructions.md ) to prevent recurring mistakes \n Includes recurring pattern d