Use mcp__mdsel__mdsel for .md files unless reading entire file or planning to edit. Triggers: markdown, .md, README, documentation, docs

Generates architecture diagrams from Azure Bicep files. Use when user has .bicep files or asks to visualize Bicep infrastructure.

Deploys files to MicroPython/CircuitPython devices using mpremote CLI. Use when copying code.py or other files to a connected device.

Find and document file locations in the codebase. Use when you need to locate implementation files, tests, configurations, or any code artifacts by feature or topic.

Review a single file or all files in a folder for data inconsistencies, reference errors, typos, and unclear terminology using parallel sub-agents

Explain either project code/flows or general technical concepts; for pure knowledge questions do not read project files, and never modify any files

Break multi-file changes into atomic commits ordered by dependency. Use for refactors, breaking API changes, or features touching 3+ files.

Exports project instructions and knowledge files from the current Claude project. Use when users want to clone, copy, backup, or export a project's configuration and files.

Guides using bun.sys for system calls and file I/O in Zig. Use when implementing file operations instead of std.fs or std.posix.

Convert Claude Code exported txt files to clean Markdown format and save to Obsidian vault. Use when the user wants to convert an export file to markdown.

Adds the standard open-source license header to new source files. Use involves creating new code files that require copyright attribution.

Translate new entries in XLF files. Finds state="new" in changed messages.{LANG}.xlf files, shows context, proposes translations for review.

Debug parenthesis balance issues in Scheme files. Invoke when encountering "unexpected end-of-file reading list" or "unexpected close parenthesis" errors, or when manually counting parens.

File a VTT transcript into the correct project folder. Use when the user provides a .vtt file, mentions a meeting transcript, or says they have a recording to process.

Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.

Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.

Formats markdown files according to best practices and common style guidelines. Use when cleaning up markdown documentation, ensuring consistent formatting, or standardizing README files.

Optimize information density by filtering workspace files based on relevance to the current task. Excludes high-noise files (lockfiles, assets) and prioritizes source code matching semantic queries.

Integration with MinRUE backend (running via vLLM) for file processing and result retrieval. When Claude needs to send files to a local MinRUE backend for AI-powered processing and return the results.

Analyze FEC (Federal Election Commission) campaign finance filings. Use when working with FEC filing IDs, campaign finance data, contributions, disbursements, or political committee financial reports.