AI-Riksarkivet/ra-mcp

archive-search

How to query the Riksarkivet search tools — load BEFORE calling search_transcribed or search_metadata. Picks the right tool and builds queries with the fuzzy, wildcard, and old-Swedish-spelling tactics that AI transcription errors demand. Use when the user…

لغة النص الأصلي: الإنجليزية

add-mcp-package

Scaffold a new MCP workspace package under packages/. Covers directory structure, pyproject.toml, tools.py, server.py, tool registration, formatter, __init__.py, tests, root server wiring, and uv sync. Use when: add new MCP package, new workspace, new tool…

لغة النص الأصلي: الإنجليزية

add-app-to-server

This skill should be used when the user asks to "add an app to my MCP server", "add UI to my MCP server", "add a view to my MCP tool", "enrich MCP tools with UI", "add interactive UI to existing server", "add MCP Apps to my server", or needs to add…

لغة النص الأصلي: الإنجليزية

convert-web-app

This skill should be used when the user asks to "add MCP App support to my web app", "turn my web app into a hybrid MCP App", "make my web page work as an MCP App too", "wrap my existing UI as an MCP App", "convert iframe embed to MCP App", "turn my SPA into…

لغة النص الأصلي: الإنجليزية

python-design-pattern

Python design patterns and anti-patterns. Use when designing new components, refactoring, reviewing code for common mistakes, choosing abstractions, or evaluating pull requests for structural issues like tight coupling, leaking internal types, or error…

لغة النص الأصلي: الإنجليزية

python-type-safety

Modern Python type safety with type hints, generics, protocols, and strict type checking using ty and ruff. Use when adding type annotations, implementing generic classes, defining structural interfaces, configuring ty/ruff, or writing type-safe Python…

لغة النص الأصلي: الإنجليزية

ra-mcp-apps

MCP Apps guide: FastMCP 3.4+ server, Svelte 5 view, tool visibility, polling, sizing, fullscreen, view persistence. Use for any MCP App/UI work.

لغة النص الأصلي: الإنجليزية

testing-python

Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage. Covers test design, fixtures, parameterization, mocking, async testing, and CI integration.

لغة النص الأصلي: الإنجليزية

archival-guide

Which Swedish records exist and where — maps a research topic to the right Förvaltningshistorik chapter (served as MCP resources), so you know what record type answers a question and which authority created it. Use when the user asks where to find records…

لغة النص الأصلي: الإنجليزية

archive-research

How to browse, cite, and present archival findings — load AFTER search, when reading documents or reporting results. Covers research-integrity rules (never fabricate reference codes, always cite the exact page), old-Swedish translation, and the…

لغة النص الأصلي: الإنجليزية

feedback-ls

Send document pages to Label Studio for human review — pre-annotated tasks from ALTO XML, or blank image-only tasks to annotate from scratch. Use when the user wants human review, correction, or quality assurance of transcriptions or line/region segmentation,…

لغة النص الأصلي: الإنجليزية

htr-transcription

Transcribe handwritten historical documents with the HTRflow MCP tools — batch images into one htr_transcribe call and present the interactive viewer. Use when the user wants to transcribe or OCR handwriting, read old handwriting, or digitize a manuscript.

لغة النص الأصلي: الإنجليزية

upload-files

Turn local files or user attachments into public URLs by uploading them to the Gradio server, so tools that require http(s) URLs (htr_transcribe, the viewer) can reach them. Use when you have local images or ALTO/PAGE XML — an attachment or a file path — but…

لغة النص الأصلي: الإنجليزية

view-document-guide

Guide for the document viewer tools. Use when the user asks to "view document", "display pages", "show document", "document viewer", "view manifest", or wants to visually inspect document pages. Covers reference-code, manifest, and raw-URL entry points.

لغة النص الأصلي: الإنجليزية

pdf-guide

Searches and reads Riksarkivet's archival PDF guides (medieval Sweden, governance 1520-1920, Sami history). Use when user asks about Swedish history, archives, medieval charters, governance, Sami, or wants to open/search PDF guides. Provides section-level…

لغة النص الأصلي: الإنجليزية

zensical-setup

Guide for setting up and configuring Zensical documentation sites. Use when: create documentation site, configure zensical.toml, set up navigation, change theme colors, configure fonts, add analytics, deploy docs site, GitHub Pages, GitLab Pages, mkdocs.yml…

لغة النص الأصلي: الإنجليزية

release

Cut a new release of ra-mcp. Determines the next version from the commit history since the last tag, bumps pyproject.toml, commits, tags, and pushes. Use when: "make a release", "cut a release", "release", "bump version", "tag a new version", "publish a new…

لغة النص الأصلي: الإنجليزية

zensical-authoring

Guide for writing documentation content with Zensical's Markdown extensions. Use when: write docs with admonitions, code blocks, content tabs, diagrams, grids, icons, emojis, math equations, data tables, footnotes, tooltips, buttons, images, lists, task…

لغة النص الأصلي: الإنجليزية