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Agent Reviewer for Code
Testing
Runs parallel external agent reviews (Codex + Gemini) on code changes, critically verifies suggestions, and returns filtered improvements.
Generate Publication-Ready TDA Figures
Documentation
Scaffolds matplotlib code following trajectory_tda/viz conventions to produce publication-ready TDA figures, enforcing style constants, figure sizes, and colour rules.
K6 Testing
Testing
Testing and validation for K6 applications. Set up and run performance tests.
Task Coordination with WG
Productivity
Coordinate task graphs and agents via the WG service: define work, monitor progress, and approve completed tasks.
Python Dependency Management with uv
Development
Handles the full uv dependency-management lifecycle: add/remove packages, sync environments, regenerate lock files, and run commands in the project environment.
TypeScript Advanced Patterns
Development
Write precise TypeScript with generic constraints, conditional types, mapped types, branded types, discriminated unions, and more. Covers TypeScript 5.0+ features.
Inversion Exercise
Productivity
Flip core assumptions to reveal hidden constraints and alternative approaches.
Quick Save to Workspace
Productivity
Quickly save key decisions, findings, and notes to the sayou workspace as structured, versioned files.
Nkululeko: Audio ML Analysis
Data & AI
Python framework to detect speaker characteristics via ML experiments, with a simple config system and automatic handling of data, features, and models.
Tracker Validate
DevOps
Vendor-neutral wrapper for the pre-write quality gate. Dispatches to the appropriate tracker validator (Jira, GitHub, or Linear) based on configuration. Read-only. Returns structured PASS/FAIL.
Async Python Patterns
Development
Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.
GitHub Issue Resolution Expert
Development
You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows.