Affaan Mustafa co-leads compute trading at Jump Trading and created ECC, a toolkit of skills, memory and workflows for coding agents. He also created AgentShield, which checks agent configurations for security problems.[1][2]
Start with Everything Claude Code →
Education
Graduate study in Applied and Computational Mathematics, left before completion
[2]Links
Website
GitHub Co-lead, compute trading · Jump Trading
Background
Mustafa reports earning B.S. degrees in Mathematics–Computer Science and Business Economics at UC San Diego. He later left graduate study in Applied and Computational Mathematics at the University of Washington to build full-time. His account does not give graduation or attendance years.[2]
Career
Contributions
AgentShield scans configuration files for exposed secrets, broad tool permissions, risky hooks and model-context-protocol server settings. Its reports distinguish active configurations from templates and examples, because a risky example file does not prove that a running agent has those permissions. Claude Swarm decomposes a task and schedules workers while tracking dependencies and file conflicts.[4][5]
Tools, writing & talks
Tools
Start here
Everything Claude Codeecc.toolsSkills, memory, planning and security components for multiple coding-agent tools.
Begin with the guided setup for the coding tool you already use. Inspect the available workflows before enabling them across a project.
Creator[1][2][3]Original source- Sol Onchain Analystgithub.com
Rust CLI agent that aggregates Solana on-chain data and answers analyst-style queries from the terminal.
Catalog workOriginal source - X Algorithm Scoregithub.com
Chrome extension that scores tweets against signals from the X recommendation algorithm.
Catalog workOriginal source - JARVISgithub.com
Agent platform for autonomous OSINT and web scraping, streamed in real time to Meta Ray-Ban smart glasses.
Catalog workOriginal source - Claude Swarmgithub.com
A command-line multi-agent orchestrator with dependency scheduling, file conflict checks and session recording.
Repository owner[5]Original source - AgentShieldgithub.com
A scanner for secrets, permissions, hooks and other security risks in agent configurations.
Creator[1][4]Original source
