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Documentation

Complete documentation management ecosystem with Markdown validation, Mermaid diagram checking, and Korean typography verification. Integrates Context7 MCP for up-to-date docs.

Data & AI

Weekly LLM spend and unit-economics report: costs by model stage, product line, and household, with a margin creep watchlist to catch losses before they grow.

Development

Push branch and create a GitHub PR with a concise, issue-linked description.

Development

Persistent memory for AI agents via MCP. Session, recall, and context tracking tools with local Markdown storage, Obsidian compatible.

Development

Write Python docstrings following the Google style guide, with clear sections and examples.

Development

Build a professional Next.js dashboard for India fuel prices with ethanol blending, daily logging, and company P&L.

Development

Use for HTML/CSS layout, responsive behavior, and UI styling on the NestMind site, following the Zed-inspired design system and reusing existing patterns.

Development

Opens a PR from the current branch with base branch detection, labels, and template.

Content

Generates a 1280x720 YouTube thumbnail from the brand design system using headless Chrome and HTML/CSS, no image model.

Documentation

Elicit and document product decisions: problem, target users, success metrics, and slice priority in a blueprint. Essential foundation for the project blueprint.

Development

Adjudicate a pull request as a maintainer. Reads the CI-posted pinned review and provides an interactive workflow to approve, request changes, or close.

Development

Pre-commit i18n check. Scans changed files for untranslated strings, missing locale keys, and locale sync issues. Fast and focused — only checks what changed.