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Productivity

Read and write Feishu documents, including block management, tables, and media upload.

Development

Analyzes all changes on the current branch (uncommitted and committed) and recommends whether to split them into smaller, focused MRs. Uses heuristics like backend/frontend separation, migration-first, and cohesion.

Development

Best practices for designing consistent, developer-friendly REST APIs: naming, HTTP statuses, pagination, errors, versioning, and rate limits.

Content

Monthly scan of new articles in Research Policy, Regional Studies and NBER regional/innovation papers. Updates an Obsidian note with deduplication.

Data & AI

Search GitHub for popular quantitative trading projects, analyze their architecture, features, and community activity, and provide actionable recommendations for your project.

Development

Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.

Data & AI

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use for data pipelines and workflow orchestration.

Data & AI

Fetch web content, take screenshots, extract structured data, search the web, and crawl documentation sites using Firecrawl.

Development

Scores how well a Foundry mirror of an external skill could be built, across four mold-eval rubrics. Defers research to subagents and grading to rubric files.

Development

Rebases the current branch on latest upstream changes, resolves conflicts, and pushes.

Testing

Drives a reserved Kobiton device from natural language intent, running an Appium automation session with an observe-decide-act loop.

Development

Audit agent files: frontmatter, triggers, voice, length, duplication. Use when authoring or reviewing Claude agent files.