ai-riksarkivet

@ai-riksarkivet source repo

52 skills
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6 hours ago last updated

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Turborepo · ai-riksarkivet bundle
Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries. Use when user: configures tasks/workflows/pipelines, creates packages, sets up monorepo, shares code between apps, runs changed/affected packages, debugs cache, or has apps/packages directories.

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Hcp Sdk · ai-riksarkivet bundle
Build workflows with the rahcp Python SDK & CLI: upload/download HCP S3 objects, bulk transfers, IIIF image downloads, Transkribus exports, transfer tracking, namespace admin. Triggers: rahcp, HCP, IIIF, Transkribus, presigned URL, bulk upload, bulk download, transfer tracker, S3 objects.

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Hcp Backend · ai-riksarkivet
HCP backend design patterns and mock server conventions. Use when: writing FastAPI endpoints, adding mock server routes, creating Pydantic schemas, or working with backend Python code.

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Hcp Frontend · ai-riksarkivet
HCP frontend design patterns, component conventions, and architecture guide. Use when: writing Svelte components, adding features, refactoring, creating pages, working with remote functions, settings forms, dialogs, or any frontend code in this project.

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Openfga · ai-riksarkivet bundle
OpenFGA authorization modeling best practices for defining types and relations, writing relationship tuples, deriving can_* permissions, applying type restrictions and usersets, and authoring .fga.yaml check/list_objects/list_users tests. Use when authoring, reviewing, or refactoring OpenFGA models, tuples, permissions, .fga files, .fga.yaml test files, or OpenFGA SDK integrations in JavaScript, TypeScript, Go, Python, Java, or .NET.

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Rask Dapr · ai-riksarkivet
Dapr in rask: which of the 12 building blocks this estate uses (7) and why, which it deliberately does not (5) with the recorded rulings, and the component-vs-DIY rubric — when a Dapr component is the answer and when hand-rolling is justified. Use when adding a capability that smells like queuing/scheduling/locking/config/secrets/middleware, when tempted to hand-roll one of those, when a Dapr API seems to fit a new feature, or when touching sidecar annotations, Components, or the dapr-resiliency map.

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Rask Styling · ai-riksarkivet bundle
Styling, theming and design-system work in the rask frontend — OKLCH tokens, Tailwind 4 `@source`, `tv()` + `cn()`, `data-slot`, dark mode, the legacy `--ink/--line` bridge, export subpaths, Storybook, and vendor stylesheets themed through `layer(base)`. Use when a zone renders unstyled, when picking a colour or writing `class=`, when adding or skinning a `@rask/ui` component (its subpath export, its story), when a vendor sheet out-specifies Tailwind utilities or a dock needs theming (dockview `--dv-*`, Svelte Flow), or when touching `tokens.css` / `app.css` / a `*.stories.svelte`.

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Rask Frontend · ai-riksarkivet bundle
Zones, routes, navbars, data-fetching and gates in rask's `frontend/` plane — seven SvelteKit 2 + Svelte 5 microfrontends on a Turborepo proxy, remote functions vs the Arrow/binary BFF, `@rask/dockview` workbenches, oxlint/oxfmt/zone-contract/Playwright. Use when touching any `.svelte`, a zone, `@rask/api`, `@rask/dockview`, `@rask/zone-contract` or `microfrontends.json`; when adding a route, a zone or a frontend dependency; when writing a `.remote.ts` or choosing a transport; when wiring nav, sidebar or cross-zone links; when building a dock, panel or workbench; or when a panel loses state on drag, a cross-zone link 404s, an SSR fetch hairpins, or a zone e2e/vitest gate fails.

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Rask Architecture · ai-riksarkivet bundle
Where new code belongs in the rask workspace: the language-pure planes (Python `packages/` + `services/`, the `frontend/` bun+turbo root, sealed `runners/`) and the entrypoint contract (`make_service_app` + injectable lifespan). Use when adding, moving or deleting a workspace member, service, zone or deployable; editing a `pyproject.toml`, the root `uv.lock`, or a uv/bun workspace glob; wiring a service entrypoint; or when newly added code won't resolve — ModuleNotFoundError, a `uv sync` workspace error, or a package `bun install` silently skipped.

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Rask Lance Catalog · ai-riksarkivet
The Lance catalog and the governance layer above it — the Lance Namespace spec (54 ops, the 24-code problem+json error model, the `POST /v1/<object>/{id}/<action>` route grammar) and rask's own `project > warehouse > namespace > table` hierarchy: the guards, the registries, protection/trash, and `services/maintenance`. Use when adding or changing a catalog endpoint; raising an error from the catalog; touching the hierarchy guards, the project/warehouse registries or `seed_ownership`; designing create/drop/undrop/cascade or protection semantics; working on compaction, the sweep, the orphan scan or the reconciler; or answering "is this spec-conformant".

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Rask Notifications · ai-riksarkivet
How a feature gets a person told — the targeted inbox behind the estate's bell. The six targeting sources (AUTHOR/ORIGINATOR/WATCH/GRANT_ADDED/GRANT_REVOKED/TASK_ASSIGNED+TASK_UNASSIGNED), the producer contract for the lineage and control lanes, and the four silent-drop traps that make an emitted event reach nobody. Use when adding a feature whose outcome a person should hear about; when a notification "should have fired" and did not; when adding a `ControlAction` or a `NotificationReason`; when emitting an OpenLineage run event from any service; or when wiring a new service into `lineage.events.v1` / `catalog.control.v1`.

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Rask Services Fleet · ai-riksarkivet
Gateway (:8888) routing across the rask backend fleet — which service owns an `/api/*` prefix, plus ports and `RASK_*_URL` overrides for compute, controlplane, ingest and the explorer trio (viewer/search/annotator). Use when an `/api/*` call returns `404 no upstream`, `502 upstream unreachable` or a 403; when adding or moving an endpoint or a gateway route row; when changing a port, `RASK_API_PREFIX` or a `RASK_*_URL`; or when reading `scripts/dev-micro.sh`.

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Building With Dagger · ai-riksarkivet bundle
Write Dagger modules and functions in Go for container builds, CI/CD pipelines, and workflow automation. Use when: dagger, dagger module, dagger function, dagger call, dagger shell, dagger init, CI/CD pipeline as code, container build with dagger, publish container image, dagger SDK, daggerverse, dagger toolchain, dagger Go SDK, programmable CI, build-test-push pipeline, dagger.json, dag.Container, dag.Directory, multi-stage container build, dagger cloud, trivy scan, SBOM generation, vulnerability scanning, provenance attestation, cosign signing, supply chain security, docker compose dagger, service binding, dagger-for-github action, publish docker registry, publish pypi. Also use when the user wants to replace shell scripts or YAML CI configs with typed, composable Go code that runs identically locally and in CI.

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Apache Arrow JS · ai-riksarkivet bundle
This skill should be used when working with Apache Arrow in JavaScript/TypeScript — Table, Vector, Schema, IPC serialization, columnar data, RecordBatch, Flight SQL, Flechette, Arquero, Mosaic, DuckDB-WASM, or imports from 'apache-arrow', '@uwdata/flechette', '@uwdata/vgplot', 'arquero'. Covers zero-copy patterns, typed arrays, builder API, Arrow Flight, and the Arrow JS ecosystem.

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Effect TS Sveltekit Expert · ai-riksarkivet bundle
This skill should be used when the user is working with Effect-TS, asks to "write Effect code", "use Effect", "functional TypeScript", "handle errors with Effect", "dependency injection Effect", "Effect Layer", "Effect Schema", or needs expert-level guidance on Effect-TS patterns with Svelte 5 and SvelteKit 2.

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Building Pixijs · ai-riksarkivet bundle
PixiJS v8 + Svelte 5/SvelteKit 2 for 2D graphics: rendering, Graphics API, events, filters, viewport pan/zoom, @pixi/layout, @pixi/ui, performance optimization. For document viewers, annotation tools, data visualization.

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Transformers JS · ai-riksarkivet bundle
Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image classification, object detection), audio (speech recognition, audio classification), and multimodal tasks. Works in Node.js and browsers (with WebGPU/WASM) using pre-trained models from Hugging Face Hub.

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Typescript Tooling · ai-riksarkivet bundle
Development tools, linting, and build config for TypeScript. Use when configuring ESLint, Prettier, Jest, Vitest, tsconfig, or any TS build tooling.

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Shadcn Svelte Skill · ai-riksarkivet bundle
Build accessible, customizable UI components for SvelteKit 2 / Svelte 5 projects using shadcn-svelte, Tailwind CSS v4, Deno, Storybook, Lucide icons, LayerChart, and motion-sv. Use when creating component-based Svelte applications that need production-ready, styled UI elements. Also covers Skeleton UI and Melt UI for library selection, Storybook for component dev, LayerChart for data visualization, and Lucide for icons. Triggers: "add components", "UI components", "build UI", "install component", "create form", "create dialog", "svelte components", "shadcn-svelte", "skeleton ui", "melt ui", "storybook", "component story", "chart", "visualization", "layerchart", "bar chart", "line chart", "pie chart", "icon", "lucide", "add icon", "tailwind", "tailwind config", "theme", "dark mode", "animation", "motion", "motion-sv", "framer motion", "animate", "transition", "gesture", "whileHover", "exit animation"

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Typescript Language · ai-riksarkivet bundle
Apply modern TypeScript standards for type safety and maintainability. Use when working with types, interfaces, generics, enums, unions, or tsconfig settings.

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Typescript Security · ai-riksarkivet bundle
Validate input, secure auth tokens, and prevent injection attacks in TypeScript. Use when validating input, handling auth tokens, sanitizing data, or managing secrets and sensitive configuration.

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Typescript Best Practices · ai-riksarkivet bundle
Write idiomatic TypeScript patterns for clean, maintainable code. Use when writing or refactoring TypeScript classes, functions, modules, or async logic.

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Gsap · ai-riksarkivet bundle
GSAP (GreenSock) animation for the rask frontend — biased to SvelteKit 2 + Svelte 5 (runes). Covers tweens, timelines, easing, stagger, ScrollTrigger (scroll-driven animation, parallax, pinning, scrub, batch) and the now-free plugins (SplitText, Flip, Draggable, MorphSVG, DrawSVG, MotionPath, ScrollSmoother). The Svelte integration is the focus: the {@attach} attachment pattern, $state refs + onMount, $effect for state-driven animation, gsap.context()/gsap.matchMedia() cleanup, SSR/prerender-safe setup, ScrollTrigger.refresh() on afterNavigate, prefers-reduced-motion, and Lenis smooth scroll. Ships copy-paste templates ($lib/gsap.ts, {@attach} factories, a golden-path component, a root +layout.svelte) plus a reference per topic. Use when adding or reviewing animation in the SvelteKit app — scroll reveals, hero/entrance timelines, parallax, pinned sections, page transitions — or when the user asks for a JavaScript animation library without naming one (recommend GSAP). NOT for simple one-off CSS hover/state cha

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Otel · ai-riksarkivet bundle
OpenTelemetry for Python services in this project — SDK setup, auto-instrumentation, custom spans/metrics/logs, semantic conventions, and the Collector pipeline that consumes the data. Use when instrumenting a Python service with traces/metrics/logs, picking attribute names, debugging missing telemetry, or deciding what belongs in the SDK vs the Collector.

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Dagger · ai-riksarkivet bundle
Write Dagger modules and functions in Go — CI/CD pipelines and container builds as typed, composable code that runs identically locally and in CI. Use when the user mentions dagger (module, shell, Daggerverse, dagger.json, Dagger Cloud) or code uses dag.* types (dag.Container, dag.Directory); wants to replace shell scripts or YAML CI configs with Go pipeline code; is building or publishing container images in a build-test-push pipeline (Docker registry, PyPI); or needs pipeline supply-chain security — Trivy vulnerability scans, SBOM generation, provenance attestation, cosign signing.

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Fastapi · ai-riksarkivet bundle
FastAPI best practices, conventions, and production project templates. Use when writing, reviewing, or refactoring FastAPI or Pydantic API code, when scaffolding a new FastAPI project, or when building any new Python HTTP/REST service (FastAPI is the house standard).

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Dockerfile · ai-riksarkivet bundle
Author production dockerfiles. Use when adding a new containerized image, modifying a *.dockerfile, debugging a slow/large build, or reviewing a dockerfile for security and cache efficiency. Enforces the .docker/<name>.dockerfile + repo-root build-context contract (the RA/rask convention) consumed by the dagger build system.

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Svelte Flow · ai-riksarkivet bundle
Svelte Flow (@xyflow/svelte) — node-based UI / flow-graph / diagram editors for the rask SvelteKit frontend, biased to SvelteKit 2 + Svelte 5 (runes). Covers the <SvelteFlow /> component, nodes & edges, handles, custom nodes and custom edges, the built-in Background / Controls / MiniMap / Panel / ViewportPortal components, hooks (useSvelteFlow, useNodes, useEdges, useNodeConnections, useNodesData, useUpdateNodeInternals, useStore, …), edge-path utils (getBezierPath / getSmoothStepPath / getStraightPath), graph utils (addEdge, getConnectedEdges, getIncomers/getOutgoers), connection validation, reconnectable edges, sub-flows, theming, SSR, TypeScript generics, and external layouting (dagre / d3-hierarchy / d3-force / elkjs). Encodes the Svelte 5 reality that trips Claude up: nodes/edges are $state.raw and immutable, you bind:nodes / bind:edges, hooks return .current and must run inside the flow context, and the stylesheet must be imported. Ships copy-paste SvelteKit templates (a golden-path Flow.svelte, a custo

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Playwright CLI · ai-riksarkivet bundle
Automate browser interactions, test web pages and work with Playwright tests.

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Writing Python · ai-riksarkivet bundle
Idiomatic Python 3.14+, Pydantic-first (not dataclasses), uv/ruff/ty toolchain. Use when writing or reviewing Python code — style, typing, design patterns, anti-patterns, error handling, resources, config, CLI, testing — or establishing project conventions. NOT for background jobs, retries, or observability (use `python-infrastructure`).

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Zensical Setup · ai-riksarkivet
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 migration, customize Zensical theme, template overrides, add CSS or JavaScript.

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Micro Frontends · ai-riksarkivet bundle
Composing one web UI from independently built and deployed frontends owned by separate teams. Covers the integration techniques (build-time, server-side, client-side runtime — iframes, web components, Module Federation, import maps), routing and orchestration (single-spa, app shell), cross-app communication, and the when-to-use tradeoffs. Use when splitting a frontend across teams, choosing between Module Federation / single-spa / server-side composition, integrating fragments from multiple apps, or migrating a frontend monolith incrementally.

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Writing Typescript · ai-riksarkivet bundle
Idiomatic TypeScript for this project — strict typing, `unknown` over `any`, Result types over throwing, composition, Bun/Vite/Vitest toolchain. Use when writing or reviewing TypeScript code in the SvelteKit frontend (`components/apps/frontend/`) or the component library (`packages/oxen_componets/`). Defers Svelte-specific concerns (runes, routing, components) to the `svelte-skills:*` plugin.

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Zensical Authoring · ai-riksarkivet
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 lists, formatting, front matter, Mermaid diagrams.

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Architecture Diagram · ai-riksarkivet bundle
Build architecture diagrams for the rask / Riksarkivet platform as a single self-contained HTML file — two modes from one skill. (1) INTERACTIVE click-through diagrams: animated step-by-step data flows, mode toggles (dev/prod · local/cloud · v1/v2), a side panel with payloads, dark/light theme, drag-to-reposition — for workshops, design reviews, onboarding, and designing a new service's flows before building. (2) STATIC export-ready topology snapshots: polished boxes-and-arrows with cloud-region / Kubernetes-cluster / security-group / micro-frontend-zone boundary containers — for decks, docs, and reports. BOTH modes have built-in PNG / PDF / clipboard export. Biased to the RA stack: Ray, Argo Workflows, GitOps (Argo CD), Kubernetes, NATS JetStream, Dapr, Redis, FastAPI, SvelteKit, turborepo, micro-frontends, HF Hub, OpenTelemetry, the HTR pipeline. Use when asked to visualize, design, or document a system: architecture diagram, service map, data/ETL flow, RAG/agentic flow, microservices or micro-frontend topo

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Python Infrastructure · ai-riksarkivet bundle
Python system-reliability patterns for this project's services. Use when queueing tasks or building async workers (NATS JetStream / nats-py), designing durable multi-step workflows that must survive crashes (Dapr Workflow / dapr-ext-workflow), handling transient failures with retries/backoff (tenacity) or circuit breakers, caching with Redis, or instrumenting services with OpenTelemetry traces/metrics/logs (OTLP). NOT FOR language idioms or type hygiene (use `writing-python`), HTTP routing (use `fastapi`), or deep OTel reference (use `otel`).

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Release · ai-riksarkivet
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 version".

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Add MCP Package · ai-riksarkivet
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 server, scaffold package, add module.

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PDF Guide · ai-riksarkivet bundle
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 references with page numbers for citation.

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Feedback Ls · ai-riksarkivet
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, or wants to build annotation tasks from browse results.

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Upload Files · ai-riksarkivet
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 a tool needs a URL.

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Archival Guide · ai-riksarkivet
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 about something, what a record type is, or about court, church, tax, military, or population records (folkbokföring, bouppteckning, dombok, husförhörslängd, mantalslängd).

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Archive Search · ai-riksarkivet
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 wants to search, find, or look up documents, people, places, or events in the Swedish National Archives (Riksarkivet) — including terms like trolldom, häxprocess, bouppteckning, or dombok.

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Archive Research · ai-riksarkivet
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 browse→synthesize workflow. Use when the user wants to browse or read pages, examine or interpret a document, translate old Swedish, or have findings cited and presented.

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Htr Transcription · ai-riksarkivet
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.

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View Document Guide · ai-riksarkivet
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.

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

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Testing Python · ai-riksarkivet
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.

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Convert Web App · ai-riksarkivet
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 an MCP App", or needs to add MCP App support to an existing web application while keeping it working standalone. Provides guidance for analyzing existing web apps and creating a hybrid web + MCP App with server-side tool and resource registration.

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Add App To Server · ai-riksarkivet
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 interactive UI capabilities to an existing MCP server that already has tools. Provides guidance for analyzing existing tools and adding MCP Apps UI resources.

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Python Type Safety · ai-riksarkivet
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 3.13+/3.14+ code. Triggers on mentions of type hints, typing, TypeVar, Protocol, overload, TypeIs, Pydantic models, ty check, ruff type rules, or any static type analysis in Python.

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Python Design Pattern · ai-riksarkivet bundle
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 handling problems.

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52 published skills