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PARA PKM - Knowledge Organization
Productivity
Manage PARA-based personal knowledge management systems. Organize your digital life into Projects, Areas, Resources, and Archives for maximum clarity.
Music MIDI Extraction
Content
Extracts the MIDI or score from an existing music production via the CogMusic MCP tool and confirms availability.
Commit Message Generator
Development
Generates clear, conventional commit messages from git diffs. It analyzes staged changes to determine the type of change (feat, fix, etc.) and produces a summary line with a detailed description. Use when writing commit messages or reviewing staged changes.
Settle Bets & Grade Predictions
Data & AI
Compare predictions against settled results, update the calibration loop, and report ROI/P&L.
Supabase Performance Tuning
Development
Optimize Supabase API performance with caching, batching, and connection pooling.
Kling AI Pricing Basics
Business & Administration
Understand Kling AI pricing model, credit system, and cost optimization strategies for video generation. Manage budgets and reduce expenses effectively.
Agent Team Lead for bd Tasks
Development
Lead agent teams to execute bd tasks through a strict pipeline: Dev, three parallel reviewers, Validate, QA, and commit/push.
SwiftUI Integration in Expo
Development
Guidance for using @expo/ui/swift-ui to build iOS-native UI with SwiftUI in Expo SDK 55, including Host and RNHostView usage.
Wasserstein Order Consistency Audit
Data & AI
Scans manuscripts and code for W₁ vs W₂ inconsistencies. Produces a structured reconciliation report without auto-fixes.
Senior UI/UX Frontend Engineer
Development
Architect digital interfaces with metric-based rules, strict component architecture, CSS hardware acceleration, and balanced design engineering.
METAINFORMANT rules for protein database
Development
Rules for editing, testing, and reviewing code in src/metainformant/protein/database. Read AGENTS.md first; use uv only, write to output/, implement real changes.
Feature Implementation
Development
Implement new features or optimize code as a senior Python engineer, strictly following documented architecture and project conventions.