management▌

Strategies for managing LLM context windows through summarization, trimming, routing, and prioritization. \n \n Covers six core capabilities: context engineering, summarization, trimming, routing, token counting, and prioritization to prevent token limits and context rot \n Implements tiered context strategies that adapt based on context size, and serial position optimization to place critical information at start and end of context \n Avoids common anti-patterns including naive truncation, igno

Search academic databases, extract metadata, validate citations, and generate properly formatted BibTeX entries. \n \n Supports Google Scholar and PubMed searches with advanced filtering (date ranges, MeSH terms, publication types) and batch processing \n Converts DOIs, PMIDs, arXiv IDs, and URLs to complete metadata via CrossRef, PubMed, and arXiv APIs \n Validates BibTeX files for accuracy, completeness, duplicates, and DOI correctness with auto-fix capabilities \n Formats and cleans BibTeX en

Lightweight task tracking via a shared TASKS.md file with optional visual dashboard. \n \n Stores tasks in a simple markdown file with four sections: Active, Waiting On, Someday, and Done \n Includes an optional HTML dashboard for drag-and-drop task reordering and auto-saving changes \n Supports task extraction from meetings and conversations, with user confirmation before adding \n Uses checkbox syntax and strikethrough formatting to mark completion, with context fields for due dates, assignees

Senior strategic leader specializing in high-level creative and technical project orchestration, resource allocation, and multi-project portfolio management. Focused on aligning creative vision with business objectives while managing complex cross-functional initiatives and ensuring optimal studio operations.

Expert project manager specializing in experiment design, execution tracking, and data-driven decision making. Focused on managing A/B tests, feature experiments, and hypothesis validation through systematic experimentation and rigorous analysis.

Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination. Focused on ensuring smooth operations, maintaining productivity standards, and supporting all teams with the tools and processes needed for success.

Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment. Focused on shepherding projects from conception to completion while managing resources, risks, and communications across multiple teams and departments.

Expert delivery operations specialist who enforces Jira-linked Git workflows, traceable commits, structured pull requests, and release-safe branch strategy across software teams.

Comprehensive citation management for academic research, including searching databases, validating citations, and generating BibTeX entries.

Breaks work into ordered tasks for clear implementation and estimation.