spring-boot-knowledge-patch
Spring Boot changes since training cutoff (latest: 4.0) — modular starters, Jackson 3, Spring Framework 7, Security 7, Spring AI 1.0, HTTP service clients. Load before working with Spring Boot.
sqlite-knowledge-patch
SQLite changes since training cutoff (latest: 3.51) — json_pretty, unistr, jsonb_each/jsonb_tree, percentile aggregates, multi-arg iif, numeric underscores, sqlite3_setlk_timeout. Load before working with SQLite.
sqlx-knowledge-patch
SQLx changes since training cutoff (latest: 0.9.0-alpha.1) — SqlSafeStr, owned Arguments, sqlx.toml config, begin_with transactions, SQLite hooks, PgBindIter. Load before working with SQLx.
stripe-knowledge-patch
Stripe changes since training cutoff (latest: 2026-03-25.dahlia) -- named API versions, stripe-node v21 Decimal type, stripe-python v15 dict removal, Billing Mode, Accounts v2, Event Destinations. Load before working with Stripe.
supabase-knowledge-patch
Supabase changes since training cutoff — OAuth 2.1 server, Web3 auth, Edge Function background tasks/S3 mounts, Realtime authorization, vector/analytics buckets, pgmq queues, MCP server, new API key model. Load before working with Supabase.
suse-knowledge-patch
This skill should be used when working with SUSE Linux (SLES 16+), openSUSE Leap 15.6+, or openSUSE Tumbleweed — including Agama installer, SELinux, NetworkManager migration from wicked, /usr-merge system defaults, Cockpit administration, or SUSE 16 component removals. Triggers on SUSE, SLES, openSUSE, Leap, Tumbleweed.
svelte-knowledge-patch
Svelte changes since training cutoff (latest: 5.0.0) — runes ($state, $derived, $effect, $props), snippets replacing slots, callback props replacing events, mount/hydrate API. Load before working with Svelte.
swift-knowledge-patch
Swift changes since training cutoff (5.10\u20136.3) \u2014 approachable concurrency, InlineArray, @c interop, module selectors, Swift Testing updates. Load before working with Swift.
systemd-knowledge-patch
systemd changes since training cutoff (latest: v260) -- cgroup v2 only, SysV removal, PrivatePIDs=, BindNetworkInterface=, journalctl invocations, networkd MobileNetwork. Load before writing systemd unit files, journalctl commands, or networkd configs.
tailwind-knowledge-patch
Tailwind CSS changes since training cutoff (latest: 4.1) — text shadows, composable masks, overflow-wrap, safe alignment, @source directives, pointer/noscript variants. Load before working with Tailwind CSS.
tauri-knowledge-patch
Tauri 2.0-2.5 changes since training cutoff — capabilities replacing allowlist, IPC channels, plugin system v2, mobile support, config v2 structure. Load before working with Tauri.
gpsd-knowledge-patch
gpsd changes since training cutoff (latest: latest) — altHAE/altMSL, ECEF/NED fields, TOFF/PPS timing, gps_mainloop(), shared-memory API. Load before working with gpsd.
terraform-knowledge-patch
Terraform/OpenTofu changes since training cutoff (latest: TF 1.15 / OT 1.12) — ephemeral values, write-only arguments, cross-object validation, Stacks, resource identity, OpenTofu divergences. Load before working with Terraform or OpenTofu.
tokio-knowledge-patch
Tokio changes since training cutoff (latest: 1.50.0 / tokio-util 0.7.18) — SetOnce, JoinMap, JoinQueue, cooperative scheduling, biased join. Load before working with Tokio.
traefik-knowledge-patch
Traefik changes since training cutoff (latest: 3.6.9) — multi-layer routing, Redis rate limiter, p2c/leasttime LB strategies, fast proxy, ForwardAuth body forwarding, OTLP logs, post-quantum TLS, Knative provider. Load before working with Traefik.
go-knowledge-patch
Go changes since training cutoff (latest: 1.26.0) — new(expr) builtin, errors.AsType, self-referential generics, reflect iterators, go fix modernizer. Load before working with Go.
gnss-navigation-knowledge-patch
GNSS navigation since training cutoff (latest: latest) — RTK/RTCM 3.x, SPARTN v2.0.3 PPP, Galileo HAS/OSNMA, u-blox F9P UBX protocol, IGS products, Android GnssMeasurement API. Load before working with GNSS.
gleam-knowledge-patch
Gleam changes since training cutoff (latest: 1.15) — echo debugging, assert testing, bit array improvements, JavaScript FFI API, dev directory, record update enhancements. Load before working with Gleam.
geodesy-wgs84-knowledge-patch
Geodesy & WGS84 reference (latest: 1.0.0) — ECEF↔geodetic/ENU/NED conversions, PROJ pipelines, Helmert transforms, pyproj patterns. Load before working with coordinate transformations.
gcp-knowledge-patch
GCP changes since training cutoff — Gen AI SDK replaces Vertex AI SDK, Gemini 2.5/3.x models, Cloud Run worker pools, Artifact Registry migration, ADK. Load before working with GCP.
trpc-knowledge-patch
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typescript-knowledge-patch
TypeScript changes since training cutoff (latest: 5.9) — import defer, --module node20, ArrayBuffer breaking change, TypeScript 7 native Go port (tsgo). Load before working with TypeScript.
ubuntu-knowledge-patch
Ubuntu changes since training cutoff (latest: 25.10) — sudo-rs, rust-coreutils, APT 3.1, OpenSSH 10.0, OpenSSL 3.5 post-quantum crypto, Chrony NTS, Wayland-only GNOME. Load before working with Ubuntu.
vercel-ai-sdk-knowledge-patch
Vercel AI SDK changes since training cutoff (latest: 4.1.0) — PDF files, computer use tools, continuation, image generation, stream smoothing, createDataStreamResponse, tool call repair. Load before working with Vercel AI SDK.
vite-knowledge-patch
Vite changes since training cutoff (latest: 8.0) — Rolldown bundler, tsconfigPaths, React plugin v6 with Oxc, Environment API, SSR improvements. Load before working with Vite.
vitest-knowledge-patch
Vitest changes since training cutoff (latest: 4.1) — projects config, test tags, stable browser mode, visual regression, test.extend builder, aroundEach hooks, expect.schemaMatching, agent reporter. Load before working with Vitest.
vuejs-knowledge-patch
Vue.js ecosystem changes since training cutoff — Vue 3.6 Vapor Mode, Pinia 3, Pinia Colada, Vue Router 5, Data Loaders. Load before working with Vue.js.
workos-knowledge-patch
WorkOS changes since training cutoff (latest: Node SDK v8.10, AuthKit Next.js v3) -- AuthKit proxy/middleware, PKCE, createWorkOS factory, client components, React SPA auth. Load before working with WorkOS.
zig-knowledge-patch
Zig changes since training cutoff (latest: 0.14.0) \u2014 labeled switch, decl literals, @branchHint, DebugAllocator, unmanaged containers, root_module build API. Load before working with Zig.
zitadel-knowledge-patch
Zitadel IAM changes since training cutoff (latest: v4.13) — V2 ConnectRPC APIs, Actions V2 webhooks, Session API custom login, Login V2 Next.js, token exchange GA, new language SDKs. Load before working with Zitadel.
flutter-knowledge-patch
Flutter 3.29-3.41 + Dart 3.7-3.11 changes since training cutoff — dot shorthands, squircles, null-aware elements, predictive back, platform assets. Load before working with Flutter/Dart.
fedora-knowledge-patch
Fedora Linux changes since training cutoff (latest: 44) — DNF5 replaces DNF4, /usr/sbin merged, ifcfg removed, Redis→Valkey, SHA-1 distrusted, cert.pem dropped, RPM 6.0, Podman 6, CMake 4.0, lastlog2, nftables default. Load before writing Fedora scripts, Dockerfiles, or system automation.
fastapi-knowledge-patch
FastAPI changes since training cutoff (0.112-0.135.3) -- native SSE, yield streaming, strict_content_type, dependency scopes, Pydantic v1 dropped, Starlette 1.0, Pydantic 2.12 MISSING sentinel/exclude_if, security 401 fix. Load before working with FastAPI.
elixir-knowledge-patch
Elixir 1.19–1.20, Phoenix 1.8, LiveView 1.0–1.1: type system inference, map key typing, colocated hooks, portals, scopes, magic link auth, new APIs and breaking changes.
drizzle-knowledge-patch
Drizzle ORM changes since training cutoff (latest: 1.0.0-beta.19) — consolidated validator imports, Effect Schema support, node-sqlite driver, .comment() query tagging. Load before working with Drizzle.
docker-knowledge-patch
Docker changes since training cutoff (latest: 0.31.0) — Rego source policies, bake --var flag, semvercmp function, env lookup disable. Load before working with Docker.
dnf5-security-updates-knowledge-patch
DNF5 security and package management changes since training cutoff — advisory command (replaces updateinfo), security upgrade flags, automatic updates, offline upgrades, versionlock TOML, config-manager subcommands, needs-restarting defaults, Ansible dnf5 module, replay command. This skill should be used when writing DNF5 commands, Ansible dnf5 playbooks, or configuring dnf5-automatic.
django-knowledge-patch
Django changes since training cutoff (latest: 6.0) — composite primary keys, CSP middleware, template partials, background tasks, async paginator. Load before working with Django.
dioxus-knowledge-patch
Dioxus changes since training cutoff (latest: 0.7.4) — Signals replacing use_state, RSX macro overhaul, server functions, asset!() system, dx CLI, Element-as-Result. Load before working with Dioxus.
deno-knowledge-patch
Deno changes since training cutoff (latest: 2.7.0) \u2014 Deno.spawn(), permission sets, deno audit, lint plugin API, QUIC, OpenTelemetry. Load before working with Deno.
debian-knowledge-patch
Debian changes since training cutoff (latest: 13) — systemd run0, apt deb822 format, /tmp tmpfs default, wtmpdb/lastlog2, OpenSSH DSA removal, curl HTTP/3. Load before working with Debian.
clerk-knowledge-patch
Clerk changes since training cutoff (latest: 1.0.0) — Core 3 SDK, <Show> component, Clerk Elements, billing APIs, machine auth, Go/Python SDKs. Load before working with Clerk.
chrony-knowledge-patch
Chrony NTP changes since training cutoff (latest: 4.8) — RTC refclock, PHC by interface name, opencommands, local waitsynced/activate, NTS AEAD, maxunreach failover. Load before working with chrony configuration.
centos-stream-knowledge-patch
CentOS Stream changes since training cutoff (latest: 10) — x86_64_v3 minimum, Wayland-only (Xorg removed), Valkey replaces Redis, modularity removed, desktop apps to Flatpak. Load before working with CentOS Stream.
caddy-knowledge-patch
Caddy changes since training cutoff (latest: 2.11.2) — ECH, wildcard certs by default, file placeholders, log sampling, request_body set, SIGUSR1 reload, post-quantum TLS. Load before working with Caddy.
bun-knowledge-patch
Bun changes since training cutoff (latest: 1.3.10) \u2014 S3 client, built-in SQL/Redis, route-based HTTP server, CSS bundler, V8 compatibility. Load before working with Bun.
biome-knowledge-patch
Biome v2.0-2.4 changes since training cutoff — linter domains, includes replacing ignore/include, assists, GritQL plugins, type-aware linting, Vue/Svelte/Astro full support, embedded snippets. Load before writing Biome config or rules.
better-auth-knowledge-patch
Better Auth changes since training cutoff (latest: 1.5) — OAuth 2.1 provider, Agent Auth protocol, cookie cache strategies, organization hooks, MCP integration, Stripe billing, i18n, SSO/SAML SLO, Electron/Expo/Convex support. Load before working with Better Auth.
axum-knowledge-patch
Axum changes since training cutoff (latest: 0.8.5) — {param} path syntax, no async_trait, OptionalFromRequestParts, Utf8Bytes WS, HTTP/2 WebSockets, NoContent. Load before working with Axum.
aws-sdk-knowledge-patch
AWS SDK changes since training cutoff — S3 default checksums, S3 Vectors, Lambda Durable Functions, Bedrock AgentCore, CDK Mixins, SigV4a, SDK lifecycle. Load before working with AWS SDKs.
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