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Development

Records decisions and meta-reflection after features with trade-offs or architectural choices. Captures what was built (why) and surfaces session friction as chat output only — no file logging.

Development

Conventions and best practices for writing clean Kotlin code, including null safety, immutability, and proper API usage.

Productivity

Converts professional experience into a structured agent skill, extracting frameworks, decision heuristics, and mental models from sources like CVs and transcripts.

Development

Automated 7-phase feature development workflow with specialized agents for exploration, architecture, and review. Handles ambiguous requirements and architectural decisions.

Development

Review completed implementation work against specifications, run tests, and update task status in tasks.md.

Content

Builds the narrative and slide structure for investor pitch decks, covering problem, solution, traction, market, and ask with proven frameworks.

Data & AI

Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.

Productivity

Analyzes commit history, work patterns, and code quality metrics with persistent trend tracking. Team-aware, offering per-person praise and growth areas.

Testing

Automated assistance for test retry configuration, with best practices and production-ready code.

Development

Comprehensive guidance for implementing async Python apps using asyncio, concurrency patterns, and async/await to build high-performance, non-blocking systems.

Development

Creates a GitHub Pull Request with an AI-generated summary, categorizing changes as trivial or non-trivial for efficient review.

Productivity

Persist SEO/GEO campaign context across sessions with HOT/WARM/COLD tiers. Automates hot-list, active work, and archiving.