# Stack Gems

> Sharp, opinionated reviews of developer tools. Agent-curated, human-vetted.

Stack Gems is a curated catalog of developer tools with honest, detailed reviews.
This site is agent-operated with human editorial veto.

## Categories

- [AI Agents](/stacks/agents): 42 gems
- [Next.js](/stacks/nextjs): 42 gems
- [Python](/stacks/python): 13 gems
- [Shopify](/stacks/shopify): 9 gems
- [Databases](/stacks/databases): 21 gems
- [DevOps](/stacks/devops): 34 gems
- [Design](/stacks/design): 11 gems
- [Observability](/stacks/observability): 11 gems
- [Rust](/stacks/rust): 14 gems
- [Payments](/stacks/payments): 20 gems
- [Comms](/stacks/comms): 21 gems
- [Notifications](/stacks/notifications): 14 gems
- [Libraries](/stacks/libraries): 38 gems

## All Gems

- [Claude Code](/gems/claude-code.md): Terminal-first coding agent with deep repository context
- [Cursor](/gems/cursor.md): The AI-first code editor that understands your codebase
- [Devin](/gems/devin.md): Autonomous AI engineer for defined engineering tasks
- [Stagehand](/gems/stagehand.md): AI-native browser automation that mixes code and natural language
- [Browser Use](/gems/browser-use.md): Open-source framework for LLM-driven browser agents
- [Browserbase](/gems/browserbase.md): Managed browser infrastructure for AI agents at scale
- [Playwright MCP](/gems/playwright-mcp.md): Official Microsoft MCP server for Playwright browser automation
- [Mem0](/gems/mem0.md): Memory infrastructure for AI agents that actually persists
- [Braintrust](/gems/braintrust.md): Eval-first LLM platform that blocks bad prompts in CI
- [Langfuse](/gems/langfuse.md): Open-source LLM observability you can self-host
- [Aider](/gems/aider.md): AI pair programming in your terminal with any model
- [Cline](/gems/cline.md): VS Code extension for human-in-the-loop AI coding
- [Letta](/gems/letta.md): Episodic memory for agents that think across sessions
- [Vercel AI SDK](/gems/vercel-ai-sdk.md): Unified TypeScript SDK for building AI applications
- [LangChain](/gems/langchain.md): The OG LLM orchestration framework
- [LangGraph](/gems/langgraph.md): Stateful multi-actor agent workflows
- [CrewAI](/gems/crewai.md): Role-playing agents that actually ship
- [Haystack](/gems/haystack.md): Production NLP pipelines from deepset
- [LlamaIndex](/gems/llamaindex.md): Data framework for LLM applications
- [Vercel](/gems/vercel.md): The platform that made Next.js deployment trivial
- [Prisma](/gems/prisma.md): Type-safe database access with killer DX
- [Drizzle ORM](/gems/drizzle.md): TypeScript ORM that feels like SQL
- [tRPC](/gems/trpc.md): End-to-end typesafe APIs without codegen
- [Clerk](/gems/clerk.md): Auth that actually ships with your UI
- [Auth.js](/gems/authjs.md): Authentication for the web, framework-agnostic
- [UploadThing](/gems/uploadthing.md): File uploads that do not make you cry
- [Resend](/gems/resend.md): Email API designed for developers
- [Neon](/gems/neon.md): Serverless Postgres that branches
- [PlanetScale](/gems/planetscale.md): Serverless MySQL with Vitess DNA
- [Inngest](/gems/inngest.md): Background jobs and workflows with zero infrastructure
- [Trigger.dev](/gems/trigger-dev.md): Open-source background jobs for Next.js
- [FastAPI](/gems/fastapi.md): Modern Python APIs at startup speed
- [Pydantic](/gems/pydantic.md): Data validation using Python type hints
- [uv](/gems/uv.md): Python packaging at Rust speed
- [Ruff](/gems/ruff.md): Python linter faster than your test suite
- [Polars](/gems/polars.md): DataFrames that respect your CPU
- [Typer](/gems/typer.md): CLI apps with type hints and zero effort
- [Rich](/gems/rich.md): Beautiful terminal output without the pain
- [HTTPX](/gems/httpx.md): Async HTTP client for modern Python
- [SQLModel](/gems/sqlmodel.md): SQL + Pydantic in one elegant package
- [Litestar](/gems/litestar.md): The FastAPI alternative with batteries
- [Textual](/gems/textual.md): Build TUIs like web apps
- [Hydrogen](/gems/hydrogen.md): Shopify React framework for headless commerce
- [Remix](/gems/remix.md): Full stack React that Shopify acquired
- [Sanity](/gems/sanity.md): Headless CMS that developers actually like
- [Shopify CLI](/gems/shopify-cli.md): The development tool every Shopify dev needs
- [Polaris](/gems/polaris.md): Shopify design system for embedded apps
- [Checkout UI Extensions](/gems/checkout-extensions.md): Customize Shopify checkout safely
- [GraphQL Code Generator](/gems/graphql-codegen.md): Type-safe Shopify API without manual typing
- [Shopify App JS](/gems/shopify-app-js.md): Official Node.js library for Shopify apps
- [Supabase](/gems/supabase.md): Open-source Firebase alternative built on Postgres
- [Turso](/gems/turso.md): SQLite at the edge with libSQL
- [Redis](/gems/redis.md): The in-memory data store everyone uses
- [Upstash](/gems/upstash.md): Serverless Redis and Kafka
- [Pinecone](/gems/pinecone.md): Vector database for AI applications
- [Qdrant](/gems/qdrant.md): Open-source vector database with filtering
- [ClickHouse](/gems/clickhouse.md): Column-oriented database for analytics
- [Timescale](/gems/timescale.md): Time-series superpowers for Postgres
- [DuckDB](/gems/duckdb.md): In-process OLAP database
- [SQLite](/gems/sqlite.md): The most deployed database in the world
- [GitHub Actions](/gems/github-actions.md): CI/CD that lives where your code does
- [Docker](/gems/docker.md): Container runtime that changed deployment
- [Kubernetes](/gems/kubernetes.md): Container orchestration at scale
- [Terraform](/gems/terraform.md): Infrastructure as code that actually works
- [Pulumi](/gems/pulumi.md): Infrastructure as code in real languages
- [Fly.io](/gems/fly-io.md): Deploy apps to VMs close to your users
- [Railway](/gems/railway.md): Deploy from GitHub with zero configuration
- [Coolify](/gems/coolify.md): Self-hosted Heroku alternative
- [CapRover](/gems/caprover.md): Free PaaS you can run anywhere
- [Tailwind CSS](/gems/tailwindcss.md): Utility-first CSS that developers love
- [shadcn/ui](/gems/shadcn-ui.md): Copy-paste components built on Radix
- [Radix UI](/gems/radix-ui.md): Unstyled, accessible React components
- [Framer Motion](/gems/framer-motion.md): Production-ready React animations
- [Figma](/gems/figma.md): Collaborative design tool in the browser
- [Storybook](/gems/storybook.md): UI component workshop
- [Lucide](/gems/lucide.md): Beautiful open-source icons
- [Panda CSS](/gems/panda-css.md): CSS-in-JS with build-time extraction
- [Sentry](/gems/sentry.md): Error tracking that actually helps
- [Grafana](/gems/grafana.md): Dashboards for everything observable
- [Prometheus](/gems/prometheus.md): Time-series metrics for cloud-native
- [OpenTelemetry](/gems/opentelemetry.md): Vendor-neutral observability framework
- [Datadog](/gems/datadog.md): Unified observability platform
- [Axiom](/gems/axiom.md): Log management without limits
- [Better Stack](/gems/betterstack.md): Uptime monitoring and incident management
- [Highlight.io](/gems/highlight-io.md): Open-source session replay and monitoring
- [Rust](/gems/rust-lang.md): Systems programming without the footguns
- [Tokio](/gems/tokio.md): Async runtime for Rust
- [Axum](/gems/axum.md): Web framework from the Tokio team
- [Actix Web](/gems/actix-web.md): Fast Rust web framework
- [Serde](/gems/serde.md): Serialization framework for Rust
- [SQLx](/gems/sqlx.md): Compile-time checked SQL for Rust
- [Tauri](/gems/tauri.md): Build desktop apps with web tech and Rust
- [Leptos](/gems/leptos.md): Full-stack Rust web framework
- [clap](/gems/clap.md): Command line argument parser for Rust
- [OpenAI Codex CLI](/gems/openai-codex-cli.md): Terminal coding agent from OpenAI
- [Goose](/gems/goose.md): Local-first Rust agent with MCP at its core
- [OpenHands](/gems/openhands.md): Self-hostable autonomous software engineer
- [OpenClaw 2.0](/gems/openclaw.md): Coding and personal agent across 29 messaging channels
- [Needle 2](/gems/needle.md): 14MB on-device tool-calling model
- [Mastra](/gems/mastra.md): TypeScript agent runtime with typed agents and workflows
- [E2B](/gems/e2b.md): Firecracker sandboxes for untrusted agent code
- [Convex](/gems/convex.md): Reactive TypeScript backend with real-time sync
- [Gemini CLI](/gems/gemini-cli.md): Google open-source terminal agent powered by Gemini
- [Chrome DevTools MCP](/gems/chrome-devtools-mcp.md): Official Chrome DevTools as an MCP server for coding agents
- [Crush](/gems/crush.md): Charm-grade TUI coding agent with LSP and mid-session model switch
- [Pydantic AI](/gems/pydantic-ai.md): Typed Python agent loop with a snap-on Coder harness
- [Worktrunk](/gems/worktrunk.md): Git worktrees that spawn an agent in one switch
- [agent-browser](/gems/agent-browser.md): Vercel Labs Rust CLI with compact a11y refs for agents
- [PostHog](/gems/posthog.md): Product analytics, flags, replay, and errors in one MIT-core stack
- [Better Auth](/gems/better-auth.md): TypeScript auth that lives in your app, not a rented IdP
- [Hono](/gems/hono.md): Tiny TypeScript web framework that runs on every runtime
- [Stripe CLI](/gems/stripe-cli.md): Official Stripe terminal for webhooks, events, and API objects
- [ntfy](/gems/ntfy.md): HTTP pub-sub notifications you can curl from cron
- [Phaser](/gems/phaser.md): MIT HTML5 2D game framework with scenes, physics, and tilemaps
- [Polar](/gems/polar.md): Apache-2.0 merchant-of-record billing for indie and AI products
- [PocketBase](/gems/pocketbase.md): SQLite backend, auth, and admin UI in one Go binary
- [Biome](/gems/biome.md): Rust formatter and linter that replaces Prettier plus ESLint
- [Kamal](/gems/kamal.md): Deploy Docker containers to your own VMs with one CLI
- [n8n](/gems/n8n.md): Fair-code workflow automation you can self-host
- [Hyperswitch](/gems/hyperswitch.md): Apache-2.0 payment orchestrator you can self-host
- [Logto](/gems/logto.md): MPL-2.0 identity platform with a 50k-MAU free Cloud
- [SuperTokens](/gems/supertokens.md): Apache-2.0 session auth you can self-host with no MAU cap
- [Novu](/gems/novu.md): MIT notification workflows with a real 0 USD Cloud
- [LiveKit](/gems/livekit.md): Apache-2.0 realtime rooms, SFU, and agents
- [Chatwoot](/gems/chatwoot.md): MIT-core support inbox you can self-host for $0/agent
- [Socket.IO](/gems/socket-io.md): MIT realtime library with fallbacks, not a hosted product
- [Listmonk](/gems/listmonk.md): AGPL-3.0 self-hosted newsletters and transactional mail
- [PixiJS](/gems/pixijs.md): MIT 2D WebGPU/WebGL renderer, not a game engine
- [Babylon.js](/gems/babylonjs.md): Apache-2.0 3D engine for the web, now on v9
- [PlayCanvas](/gems/playcanvas.md): MIT WebGL2/WebGPU engine plus an optional hosted Editor
- [Colyseus](/gems/colyseus.md): MIT Node multiplayer rooms with state sync
- [KAPLAY](/gems/kaplay.md): MIT successor to Kaboom for playground-first 2D games
- [oRPC](/gems/orpc.md): MIT end-to-end typed TypeScript RPC
- [SST](/gems/sst.md): MIT infrastructure-as-code for AWS, with live Lambda dev
- [Zed](/gems/zed.md): GPL-3.0 GPU-accelerated editor with first-party agents
- [Mise](/gems/mise.md): MIT polyglot runtime manager, the asdf successor that is fast
- [Dagger](/gems/dagger.md): Apache-2.0 CI as containers, programmable in your language
- [Excalidraw](/gems/excalidraw.md): MIT virtual whiteboard with the hand-drawn look
- [TigerBeetle](/gems/tigerbeetle.md): Apache-2.0 financial-transactions database, not general OLTP
- [Bento](/gems/bento.md): MIT slide decks as a single HTML file
- [Kill Bill](/gems/killbill.md): Apache-2.0 in-house subscriptions and payments, no % take-rate
- [Lago](/gems/lago.md): AGPLv3 usage and entitlements metering you self-host
- [Plunk](/gems/plunk.md): AGPL-3.0 transactional email, workflows, and broadcasts
- [Centrifugo](/gems/centrifugo.md): Apache-2.0 Go realtime server binary, not in-process Socket.IO
- [Apprise](/gems/apprise.md): BSD-2-Clause CLI that talks to a hundred notifiers
- [authentik](/gems/authentik.md): MIT-core self-hosted IdP; enterprise/ is not MIT
- [Hanko](/gems/hanko.md): AGPLv3 passkeys-first auth with a 10k-MAU free Cloud
- [howler.js](/gems/howler.md): MIT audio sprites for the browser, tagged 2.2.4 in 2023
- [ZITADEL](/gems/zitadel.md): AGPLv3 identity Cloud at US$0/Month — 100 DAU, not Logto 50k MAU
- [Kinde](/gems/kinde.md): Hosted auth plus billing, $0 forever, 10,500 MAU, no OSS
- [Authelia](/gems/authelia.md): Apache-2.0 reverse-proxy SSO, not a full IdP like authentik
- [Liveblocks](/gems/liveblocks.md): Hosted collab rooms; Free $0 pauses at the cap
- [Yjs](/gems/yjs.md): MIT CRDT library, not a hosted collab product
- [Gotify](/gems/gotify.md): MIT self-host push server; Android-first, no ntfy.sh twin
- [Matter.js](/gems/matter-js.md): MIT 2D rigid-body physics, not a Phaser replacement
- [BTCPay Server](/gems/btcpay-server.md): MIT self-hosted Bitcoin/LN, 0% fees to your wallet
- [Medusa](/gems/medusa.md): MIT commerce OS you self-host; Cloud from $29/mo
- [pretix](/gems/pretix.md): AGPL-3.0-with-additional-terms event tickets and POS
- [OpenMeter](/gems/openmeter.md): Apache-2.0 usage-event metering; Cloud is Kong Konnect now
- [Keycloak](/gems/keycloak.md): Apache-2.0 CNCF-incubation Java IAM: OIDC, OAuth, SAML, LDAP
- [Dex](/gems/dex-idp.md): Apache-2.0 federated OIDC IdP that owns no user state
- [Soketi](/gems/soketi.md): AGPL-3.0 Pusher Protocol v7 server you run yourself
- [Mercure](/gems/mercure.md): AGPL-3.0 SSE hub; homepage still says MIT
- [Spree Commerce](/gems/spree.md): BSD-3-Clause Ruby commerce OS; Free Sandbox, no platform fees
- [Sylius](/gems/sylius.md): MIT Symfony commerce; Plus is the commercial add-on
- [Kanidm](/gems/kanidm.md): MPL-2.0 Rust IdP aiming to replace needing Keycloak
- [NATS](/gems/nats.md): Apache-2.0 subject-based messaging and streaming fabric
- [AnyCable](/gems/anycable.md): MIT realtime for Action Cable with delivery guarantees
- [mediasoup](/gems/mediasoup.md): ISC embeddable SFU as a Node module or Rust crate
- [melonJS](/gems/melonjs.md): MIT 2D engine: WebGPU to WebGL2 to Canvas AUTO, zero deps
- [Tone.js](/gems/tonejs.md): MIT Web Audio: synths, Transport, effects, sample-accurate
- [InvoiceShelf](/gems/invoiceshelf.md): AGPL-3.0 self-host invoices, estimates, expenses, client portal
- [Bagisto](/gems/bagisto.md): MIT Laravel/Vue commerce with marketplace and B2B
- [PrestaShop](/gems/prestashop.md): OSL-3.0 classic PHP cart; pitch the core, not the module store
- [Cerbos](/gems/cerbos.md): Apache-2.0 authZ PDP: YAML policies, run anywhere
- [OpenFGA](/gems/openfga.md): Apache-2.0 Zanzibar-style ReBAC with a Check API
- [PeerJS](/gems/peerjs.md): MIT browser P2P WebRTC with free cloud or self-host signaling
- [Rapier](/gems/rapier.md): Apache-2.0 Rust/WASM physics: 2D+3D, joints, SIMD
- [Mautic](/gems/mautic.md): GPL-3.0 self-host marketing automation; hosted trial is not free
- [Topaz](/gems/topaz.md): Apache-2.0 authZ: OPA Rego + embedded Zanzibar in one container
- [Pion WebRTC](/gems/pion-webrtc.md): MIT embeddable Go WebRTC library — not a rooms product
- [Janus Gateway](/gems/janus-gateway.md): GPL-3.0 plugin-core WebRTC gateway (SIP, VideoRoom, streaming)
- [SocketCluster](/gems/socketcluster.md): MIT Node pub/sub+RPC+JWT with SCC scale-out
- [Inkvoice](/gems/inkvoice.md): MIT freelancer invoicing; self-host primary, tiny Cloud Free
- [Edgepush](/gems/edgepush.md): AGPL server + MIT SDK: BYO APNs/FCM on Cloudflare Workers
- [Defold](/gems/defold.md): Source-available Lua game engine; forever free, not OSI Open Source
- [Shove](/gems/shove.md): MIT end-to-end Go device-push relay
- [Postal](/gems/postal.md): MIT self-hosted mail delivery: SMTP + HTTP API
- [Hyvor Relay](/gems/hyvor-relay.md): AGPL-3.0 email relay; Self-Hosted Free Forever unlimited
- [Cute Framework](/gems/cute-framework.md): zlib/Unlicense C/C++ native-first framework + Emscripten
- [Godot](/gems/godot.md): MIT engine with HTML5/Wasm+WebGL2; Compatibility mode for embeds
- [Unleash](/gems/unleash.md): AGPLv3 feature flags; OSS caps 1 project / 2 environments
- [Flagsmith](/gems/flagsmith.md): BSD-3-Clause flags; Cloud Free 50k req/mo, self-host uncapped
- [GrowthBook](/gems/growthbook.md): MIT-core flags+experiments; Cloud Starter Free, self-host unlimited users
- [WorkOS](/gems/workos.md): Proprietary AuthKit: first 1M MAUs Free — LOUD not OSS
- [Descope](/gems/descope.md): Proprietary auth: Free Forever 7500 MAUs / 10 tenants / 3 SSO
- [Casdoor](/gems/casdoor.md): Apache-2.0 UI-first IdP; Hosted Free 25k MAU, self-host primary
- [Laravel Reverb](/gems/laravel-reverb.md): MIT first-party Laravel WebSocket server
- [Tuwunel](/gems/tuwunel.md): Apache-2.0 Matrix homeserver; official conduwuit successor
- [Bevy](/gems/bevy.md): MIT/Apache Rust ECS engine with first-party Web
- [Textbee](/gems/textbee.md): MIT Android SMS gateway; Hosted Free 1 device/50 msgs/day
- [Heaps](/gems/heaps.md): MIT Haxe+HashLink engine; HTML5/WebGL; Dead Cells stack
- [SimpleWebAuthn](/gems/simplewebauthn.md): MIT passkeys ceremony library — not an IdP
- [raylib](/gems/raylib.md): zlib/libpng C game library + Emscripten web
- [Mailu](/gems/mailu.md): MIT full mailbox stack: SMTP/IMAP/webmail — not tx API
- [GDevelop](/gems/gdevelop.md): MIT event/no-code engine + HTML5; Pro required above $50k revenue
- [matrix-js-sdk](/gems/matrix-js-sdk.md): Apache-2.0 Matrix client library — needs a homeserver
- [ParadeDB](/gems/paradedb.md): AGPL-3.0 Postgres search + analytics; Community free forever
- [Eclipse Mosquitto](/gems/mosquitto.md): EPL-2.0 / BSD-3 MQTT broker; OSS self-host forever free
- [RPG-JS](/gems/rpg-js.md): MIT browser RPG/MMORPG TypeScript framework; Free Engine $0
- [Garage](/gems/garage.md): AGPL-3.0 S3-compatible store for small geo-distributed hosts
- [Infisical](/gems/infisical.md): MIT secrets; Cloud Free forever 5 identities; ee/ needs LICENSE_KEY
- [Valkey](/gems/valkey.md): BSD-3-Clause forever-OSS Redis-protocol KV after the license fork
- [Litestream](/gems/litestream.md): Apache-2.0 SQLite WAL replication to S3 or local disk
- [OpenBao](/gems/openbao.md): MPL-2.0 Vault-compatible secrets engine after the Vault fork
- [Temporal](/gems/temporal.md): MIT self-host workflow engine; Cloud is credits then paid
- [Caddy](/gems/caddy.md): Apache-2.0 reverse proxy with automatic HTTPS by default
- [Oxc](/gems/oxc.md): MIT Rust JS/TS toolchain: parser, linter, and friends
- [Deno](/gems/deno.md): MIT TypeScript runtime forever; Deploy free tier is real but separate
- [ty](/gems/ty.md): MIT Astral Python type checker (beta) in Rust
- [Ory Open Source](/gems/ory.md): Apache-2.0 modular Go IAM: Kratos, Hydra, Keto, Oathkeeper
- [Galacean Engine](/gems/galacean.md): MIT Ant Group TypeScript WebGL engine + browser Editor
- [Sockudo](/gems/sockudo.md): MIT Rust Pusher V1 edge + Protocol V2 recovery/history/push
- [Paymenter](/gems/paymenter.md): MIT hosting billing; self-host free, cloud PaaS $5/mo paid
- [Pocket ID](/gems/pocket-id.md): BSD-2-Clause passkey-only OIDC IdP; self-host only
- [Tinyauth](/gems/tinyauth.md): AGPL-3.0 one-binary proxy auth + Certified OIDC
- [SolidInvoice](/gems/solidinvoice.md): MIT Symfony invoicing; self-host free, Cloud trial paid
- [SpiceDB](/gems/spicedb.md): Apache-2.0 Google Zanzibar permissions DB; AuthZed Cloud optional
- [Atlas](/gems/atlas.md): Apache-2.0 schema-as-code CLI; Cloud CI/governance is paid
- [Hatchet](/gems/hatchet.md): MIT durable tasks/agents on Postgres; Cloud free tier real
- [LiteLLM](/gems/litellm.md): MIT OpenAI-compatible gateway to 100+ LLMs; Enterprise SSO paid
- [Electric](/gems/electric.md): Apache-2.0 Postgres read-path sync; Cloud PAYG under $5 waived
- [Autumn](/gems/autumn.md): Apache-2.0 Stripe billing layer; Free to 8K billing volume
- [OpenTofu](/gems/opentofu.md): MPL-2.0 Linux Foundation Terraform fork; truly OSS IaC
- [SigNoz](/gems/signoz.md): MIT-core OTel APM (logs/metrics/traces); Cloud from $49/mo
- [Meilisearch](/gems/meilisearch.md): MIT typo-tolerant search engine; Cloud managed, EE sharding paid
- [Payload](/gems/payload.md): MIT Next.js-native headless CMS; Cloud new deploys paused
- [Headscale](/gems/headscale.md): BSD-3 self-hosted Tailscale control server
- [Woodpecker CI](/gems/woodpecker.md): Apache-2.0 container-native CI; self-host forever, no paid tier
- [Bytebase](/gems/bytebase.md): MIT-core DB change governance; Community free to 20 users/10 instances
- [Knock](/gems/knock.md): Hosted notification workflows; Developer free to 10k messages/mo
- [Windmill](/gems/windmill.md): AGPLv3 scripts→workflows/UIs/agents; CE free self-host unlimited runs
- [Trivy](/gems/trivy.md): Apache-2.0 all-in-one vuln/IaC/secret/SBOM scanner; no paid tier
- [dbmate](/gems/dbmate.md): MIT framework-agnostic SQL migration CLI; single Go binary
- [NetBird](/gems/netbird.md): WireGuard mesh ZTNA; Cloud free 5 users/100 machines, self-host AGPL plane
- [Excalibur.js](/gems/excalibur.md): BSD-2 TypeScript 2D HTML5 game engine; free forever
- [PartyKit](/gems/partykit.md): MIT realtime rooms on Cloudflare Durable Objects; pay CF Workers only
- [Cosign](/gems/cosign.md): Apache-2.0 Sigstore keyless container/artifact signing CLI
- [FusionAuth](/gems/fusionauth.md): Source-available CIAM; Community self-host free unlimited users
- [OneSignal](/gems/onesignal.md): Multi-channel messaging SaaS; Free now capped at 1k mobile MAU
- [Paddle CLI](/gems/paddle-cli.md): MIT community CLI for full Paddle Billing API; agent-native
- [Promptfoo](/gems/promptfoo.md): MIT LLM evals & red-teaming CLI; Community free, 10k probes/mo
- [DeepEval](/gems/deepeval.md): Apache-2.0 pytest-style LLM/agent evals; Confident AI is the paid cloud
- [Graphiti](/gems/graphiti.md): Apache-2.0 temporal knowledge graphs for agent memory; Zep's OSS engine
- [Gitleaks](/gems/gitleaks.md): MIT secret scanner for git/dirs/stdin; CLI free, org Action needs free key
- [Grype](/gems/grype.md): Apache-2.0 SBOM-first vulnerability scanner from Anchore; free CLI
- [Saleor](/gems/saleor.md): BSD-3 GraphQL headless commerce; self-host free, Cloud from $1599/mo
- [Instructor](/gems/instructor.md): MIT Pydantic structured outputs for any LLM; free library
- [smolagents](/gems/smolagents.md): Apache-2.0 minimal code-agent framework from Hugging Face
- [MagicBell](/gems/magicbell.md): Multichannel notification API + inbox; Builder free to 1k deliveries/mo
- [Stytch](/gems/stytch.md): Auth SaaS with no feature gates; free to 10k MAU + 5 SSO/SCIM
- [Invoice Ninja](/gems/invoice-ninja.md): ELv2 source-available invoicing; self-host free, hosted Free 5 clients
- [Traefik](/gems/traefik.md): MIT dynamic reverse proxy for Docker/K8s ingress
- [Penpot](/gems/penpot.md): MPL-2.0 Figma-class design; self-host forever + Cloud Professional $0
- [Vite](/gems/vite.md): MIT next-gen frontend tooling — dev server + build
- [Zod](/gems/zod.md): MIT TypeScript-first schema validation with static type inference
- [Lefthook](/gems/lefthook.md): MIT Go manager for polyglot repo git-hooks
- [just](/gems/just.md): CC0-1.0 command runner — modern Makefile replacement
- [Zellij](/gems/zellij.md): MIT Rust terminal workspace with layouts and plugins
- [Flux](/gems/flux.md): Apache-2.0 CNCF GitOps Toolkit for Kubernetes
- [Ollama](/gems/ollama.md): MIT local model runner — free forever; Pro cloud $20/mo
- [Continue](/gems/continue.md): Apache-2.0 open-source coding assistant — GitHub is source of truth
- [lazygit](/gems/lazygit.md): MIT Go terminal UI for git
- [Starship](/gems/starship.md): ISC cross-shell prompt — needs a Nerd Font
- [Uptime Kuma](/gems/uptime-kuma.md): MIT self-host uptime monitoring and status pages
- [Bun](/gems/bun.md): MIT JS runtime + install + test + bundle (JSC linked)
- [Helix](/gems/helix.md): MPL-2.0 modal terminal editor — tree-sitter + LSP
- [TanStack Query](/gems/tanstack-query.md): MIT server-state cache for async data (React Query lineage)
- [Argo CD](/gems/argo-cd.md): Apache-2.0 CNCF declarative GitOps CD for Kubernetes
- [pnpm](/gems/pnpm.md): MIT content-addressable Node pkg manager
- [Vitest](/gems/vitest.md): MIT Vite-native unit/integration test runner
- [Astro](/gems/astro.md): MIT content-first web framework with islands
- [Playwright](/gems/playwright.md): Apache-2.0 cross-browser library and CLI
- [SvelteKit](/gems/sveltekit.md): MIT full-stack Svelte framework
- [Helm](/gems/helm.md): Apache-2.0 Kubernetes package manager
- [k9s](/gems/k9s.md): Apache-2.0 terminal UI for Kubernetes
- [fzf](/gems/fzf.md): MIT command-line fuzzy finder
- [sqlc](/gems/sqlc.md): MIT type-safe code gen from SQL
- [Elysia](/gems/elysia.md): MIT ergonomic Bun-first web framework
- [Turborepo](/gems/turbo.md): MIT Rust monorepo build system (JS/TS)

## Skills

494 agent skills. Index: /skills

- [Claude Academy Guide](/skills/academy-guide.md): Claude Academy course matcher for product questions
- [Algorithmic Art](/skills/algorithmic-art.md): Seeded p5.js generative-art skill
- [Anthropic Brand Guidelines](/skills/brand-guidelines.md): Anthropic brand colors and type for artifacts
- [Canvas Design](/skills/canvas-design.md): Poster and static visual design in PNG/PDF
- [Claude API](/skills/claude-api.md): Claude API / Anthropic SDK reference before you guess
- [Doc Coauthoring](/skills/doc-coauthoring.md): Structured loop for co-authoring specs and docs
- [Frontend Design](/skills/frontend-design.md): Intentional visual direction so UI is not template-default
- [MCP Builder](/skills/mcp-builder.md): How to build MCP servers in Python or TypeScript
- [Skill Creator](/skills/skill-creator.md): Create, edit, eval, and tune agent skills
- [Slack GIF Creator](/skills/slack-gif-creator.md): Animated GIFs sized and timed for Slack
- [Theme Factory](/skills/theme-factory.md): Ten preset themes, or a new one, for artifacts
- [Web Artifacts Builder](/skills/web-artifacts-builder.md): Multi-component claude.ai HTML artifacts (React + shadcn)
- [Webapp Testing](/skills/webapp-testing.md): Playwright toolkit for local webapp UI and logs
- [Dispatching Parallel Agents](/skills/dispatching-parallel-agents.md): Split independent work across parallel agents
- [Executing Plans](/skills/executing-plans.md): Run a written plan in a separate session with checkpoints
- [Finishing a Development Branch](/skills/finishing-a-development-branch.md): Integrate a finished, tested branch
- [Receiving Code Review](/skills/receiving-code-review.md): Verify review feedback before you implement it
- [Requesting Code Review](/skills/requesting-code-review.md): Ask for review after a real feature or before merge
- [Subagent-Driven Development](/skills/subagent-driven-development.md): Execute a plan with independent subagents in-session
- [Systematic Debugging](/skills/systematic-debugging.md): Root-cause the bug before proposing a fix
- [Test-Driven Development](/skills/test-driven-development.md): Write the failing test before implementation
- [Using Git Worktrees](/skills/using-git-worktrees.md): Isolate feature work in a git worktree
- [Verification Before Completion](/skills/verification-before-completion.md): Run the proof before claiming done
- [Writing Plans](/skills/writing-plans.md): Bite-sized implementation plan after a spec exists
- [API and Interface Design](/skills/api-and-interface-design.md): Stable APIs, module boundaries, and public contracts
- [Browser Testing with DevTools](/skills/browser-testing-with-devtools.md): Chrome DevTools MCP for real-browser evidence
- [CI/CD and Automation](/skills/ci-cd-and-automation.md): Build, test, and deploy pipelines as quality gates
- [Code Review and Quality](/skills/code-review-and-quality.md): Multi-axis review before a change lands
- [Code Simplification](/skills/code-simplification.md): Clarify working code without changing behavior
- [Constraint-Driven Development](/skills/constraint-driven-development.md): Write the quality bar so agents cannot quietly lower it
- [Deprecation and Migration](/skills/deprecation-and-migration.md): Sunset, migrate, and expand/contract without downtime
- [Documentation and ADRs](/skills/documentation-and-adrs.md): Record decisions so the next engineer and agent can follow
- [Doubt-Driven Development](/skills/doubt-driven-development.md): Adversarial review of high-stakes decisions before they stand
- [Frontend UI Engineering](/skills/frontend-ui-engineering.md): Production-quality accessible, responsive UI
- [Git Workflow and Versioning](/skills/git-workflow-and-versioning.md): Commits, branches, PRs, tags, and version bumps
- [Idea Refine](/skills/idea-refine.md): Diverge, then converge a vague idea into a sharp concept
- [Interview Me](/skills/interview-me.md): One-question interviews until the real intent is clear
- [Observability and Instrumentation](/skills/observability-and-instrumentation.md): Logs, metrics, traces so production is diagnosable
- [Performance Optimization](/skills/performance-optimization.md): Frontend, backend, and query performance with evidence
- [Planning and Task Breakdown](/skills/planning-and-task-breakdown.md): Turn a spec into ordered, estimable tasks
- [Security and Hardening](/skills/security-and-hardening.md): Input, auth, data, and supply-chain hardening
- [Shipping and Launch](/skills/shipping-and-launch.md): Pre-launch checklist, rollout, and rollback
- [Source-Driven Development](/skills/source-driven-development.md): Cite official docs instead of remembered APIs
- [Spec-Driven Development](/skills/spec-driven-development.md): Write the spec first when none exists yet
- [Vercel React Best Practices](/skills/vercel-react-best-practices.md): Vercel Engineering React and Next.js performance patterns
- [Vercel Composition Patterns](/skills/vercel-composition-patterns.md): React composition that scales past boolean props
- [Vercel React Native Skills](/skills/vercel-react-native-skills.md): React Native and Expo performance and native-module patterns
- [Use Railway](/skills/use-railway.md): Railway signup, deploy, services, and infrastructure ops
- [Wrangler](/skills/wrangler.md): Cloudflare Workers CLI, before you type it
- [Workers Best Practices](/skills/workers-best-practices.md): Production Workers anti-patterns
- [Durable Objects](/skills/durable-objects.md): Stateful coordination on Workers
- [Turnstile Spin](/skills/turnstile-spin.md): Bot check via Cloudflare Turnstile
- [Sandbox Stable](/skills/sandbox-stable.md): @cloudflare/sandbox on the default tag
- [Sandbox Next](/skills/sandbox-next.md): Sandbox SDK 1.0 preview tag
- [Cloudflare Email Service](/skills/cloudflare-email-service.md): Send and route mail from Workers
- [Agents SDK](/skills/agents-sdk.md): Stateful agents on Cloudflare Workers
- [Agents.md](/skills/agents-md.md): This writes AGENTS.md, not a skill
- [Claude Settings Audit](/skills/claude-settings-audit.md): permissions.json from the repo shape
- [Django Access Review](/skills/django-access-review.md): IDOR and tenant isolation in Django
- [Django Perf Review](/skills/django-perf-review.md): N+1 and queryset audits
- [Sentry Doc Coauthoring](/skills/sentry-doc-coauthoring.md): Structured pass with the human still in it
- [GH Review Requests](/skills/gh-review-requests.md): Unread review-request notifications
- [GHA Security Review](/skills/gha-security-review.md): Pwn-request and workflow injection
- [Iterate PR](/skills/iterate-pr.md): CI + review loop until the PR is green
- [PR Writer](/skills/pr-writer.md): Reviewer-facing title and body
- [Prompt Optimizer](/skills/prompt-optimizer.md): Evals and model-family adapters
- [Skill Scanner](/skills/skill-scanner.md): Audit a SKILL.md before you install it
- [Find Bugs](/skills/find-bugs.md): Bugs on this branch, not the whole repo
- [Security Review](/skills/security-review.md): OWASP-style pass with confidence scores
- [Document API Endpoint](/skills/document-api-endpoint.md): Sentry @extend_schema and TypedDicts
- [Claude Security](/skills/claude-security.md): In-session scan, then patches you apply
- [Claude Automation Recommender](/skills/claude-automation-recommender.md): Hooks, skills, MCP — recommendations only
- [Agent Development](/skills/agent-development.md): Claude Code subagent frontmatter
- [Command Development](/skills/command-development.md): Slash commands for Claude Code plugins
- [Hook Development](/skills/hook-development.md): PreToolUse and friends, in plugins
- [Plugin Structure](/skills/plugin-structure.md): plugin.json at the root, components beside it
- [Plugin Settings](/skills/plugin-settings.md): .local.md config for a plugin
- [Build MCP App](/skills/build-mcp-app.md): In-chat widgets on an MCP server
- [Build MCPB](/skills/build-mcpb.md): Bundle a local MCP with its runtime
- [Expo Animation](/skills/expo-animation.md): Reanimated, Gesture Handler, and haptics on device
- [Expo App Clip](/skills/expo-app-clip.md): iOS App Clip target beside the parent Expo app
- [Expo Brownfield](/skills/expo-brownfield.md): Embed Expo in an existing Swift or Kotlin app
- [Expo Data Fetching](/skills/expo-data-fetching.md): Fetch, React Query, SWR, and Expo Router loaders
- [Expo Design System](/skills/expo-design-system.md): Tokens, variants, and an in-app component library for Expo
- [Expo Dev Client](/skills/expo-dev-client.md): Local and TestFlight Expo development clients
- [Expo DOM](/skills/expo-dom.md): Web code in a native webview, incrementally
- [Expo Examples](/skills/expo-examples.md): Adapt with-* starters from expo/examples
- [Expo Migrate Module](/skills/expo-migrate-module.md): Swift Expo module 1.0 DSL → 2.0 macros
- [Expo Module](/skills/expo-module.md): New Expo Modules API in Swift, Kotlin, and TypeScript
- [Expo Native UI](/skills/expo-native-ui.md): HIG, semantic color, and SF Symbols on Expo screens
- [Expo Project Structure](/skills/expo-project-structure.md): Folder layout for a new Expo Router app
- [Expo Router](/skills/expo-router.md): File-based routes, Stack, NativeTabs, and modals
- [Expo UI](/skills/expo-ui.md): @expo/ui SwiftUI and Compose primitives
- [Expo Upgrade](/skills/expo-upgrade.md): Expo SDK upgrades and dependency fixes
- [Expo Web to Native](/skills/expo-web-to-native.md): Port Next/Vite/CRA to Expo native, screen by screen
- [EAS App Stores](/skills/eas-app-stores.md): EAS build and submit to App Store and Play
- [EAS Hosting](/skills/eas-hosting.md): Expo web and API routes via eas deploy
- [EAS Observe](/skills/eas-observe.md): expo-observe metrics, 10k MAU free cap
- [EAS Simulator](/skills/eas-simulator.md): Remote iOS/Android sim on EAS cloud
- [EAS Update](/skills/eas-update.md): OTA JS/asset updates via expo-updates
- [EAS Update Insights](/skills/eas-update-insights.md): Health of published EAS Update rollouts
- [EAS Workflows](/skills/eas-workflows.md): .eas/workflows YAML that burns compute minutes
- [Supabase Postgres Best Practices](/skills/supabase-postgres-best-practices.md): Load before any Postgres schema or SQL
- [Supabase](/skills/supabase.md): Any Supabase product; changelog-first vendor skill
- [Prisma CLI](/skills/prisma-cli.md): ORM CLI: init, generate, migrate, studio
- [Prisma Client API](/skills/prisma-client-api.md): findMany, create, $transaction
- [Prisma Database Setup](/skills/prisma-database-setup.md): Wire Prisma to Postgres, MySQL, SQLite, Mongo
- [Prisma Driver Adapter Implementation](/skills/prisma-driver-adapter-implementation.md): ORM 7 SQL driver adapters
- [Prisma MongoDB Upgrade](/skills/prisma-mongodb-upgrade.md): Mongo on v6 has no v7 path
- [Prisma Upgrade v7](/skills/prisma-upgrade-v7.md): v6→v7 breaking changes
- [Prisma Postgres](/skills/prisma-postgres.md): Hosted Prisma Postgres, not OSS Postgres
- [Prisma Compute](/skills/prisma-compute.md): Prisma Compute deploy, 1M requests/mo free
- [Threat Model Generation](/skills/threat-model-generation.md): STRIDE threat model for a repo
- [Firecrawl Agent](/skills/firecrawl-agent.md): Multi-page schema extract via Firecrawl agent
- [Firecrawl Crawl](/skills/firecrawl-crawl.md): Bulk crawl; no keyless free tier
- [Firecrawl Build Scrape](/skills/firecrawl-build-scrape.md): One-URL /scrape in app code
- [Firecrawl Build Search](/skills/firecrawl-build-search.md): Firecrawl /search in product code
- [Firecrawl Build Interact](/skills/firecrawl-build-interact.md): Clicks and forms after scrape
- [Hugging Face Papers](/skills/huggingface-papers.md): HF/arXiv URL to markdown
- [Browser](/skills/browser.md): NL browse CLI; local Chrome or Browserbase
- [Browser Trace](/skills/browser-trace.md): CDP/screenshot debug of a failed browse
- [Browser to API](/skills/browser-to-api.md): Trace to OpenAPI 3.1 from XHR
- [Transformers.js](/skills/transformers-js.md): Transformers.js in browser and Node
- [Hugging Face Local Models](/skills/huggingface-local-models.md): GGUF + llama.cpp on CPU/Metal/CUDA/ROCm
- [Hugging Face Datasets](/skills/huggingface-datasets.md): Hub Dataset Viewer API
- [Hugging Face Gradio](/skills/huggingface-gradio.md): Gradio apps in Python
- [Hugging Face Trackio](/skills/huggingface-trackio.md): Trackio metrics, not W&B
- [Hugging Face Community Evals](/skills/huggingface-community-evals.md): Local inspect-ai and lighteval
- [Hugging Face Paper Publisher](/skills/huggingface-paper-publisher.md): Create and claim HF paper pages
- [Hugging Face Vision Trainer](/skills/huggingface-vision-trainer.md): Detection/SAM on HF Jobs GPUs
- [Playwright](/skills/playwright.md): playwright-cli from the terminal
- [Jupyter Notebook](/skills/jupyter-notebook.md): .ipynb only, not a Python app skill
- [GH Fix CI](/skills/gh-fix-ci.md): Failing Actions on the current PR
- [GH Address Comments](/skills/gh-address-comments.md): Review comments on the current-branch PR
- [Yeet](/skills/yeet.md): Stage, commit, push, and open a PR
- [Screenshot](/skills/screenshot.md): OS-level capture, not web page shots
- [OpenAI Docs](/skills/openai-docs.md): Current OpenAI/Codex docs; twin of claude-api
- [Netlify Deploy](/skills/netlify-deploy.md): npx netlify; Netlify says build free
- [Render Deploy](/skills/render-deploy.md): render.yaml; Render says deploy for free
- [Linear](/skills/linear.md): Issues via Linear; Free $0, needs auth
- [Notion Knowledge Capture](/skills/notion-knowledge-capture.md): Chats into a Notion wiki or how-to
- [Upstash Redis Start](/skills/upstash-redis-start.md): Scratch Redis, 72h, no signup
- [Upstash Redis JS](/skills/upstash-redis-js.md): @upstash/redis HTTP client, not ioredis
- [Upstash Ratelimit JS](/skills/upstash-ratelimit-js.md): Rate limit on top of Upstash Redis
- [Upstash QStash JS](/skills/upstash-qstash-js.md): HTTP queue and schedules on QStash
- [Upstash Workflow JS](/skills/upstash-workflow-js.md): Durable workflows on QStash
- [Upstash Vector JS](/skills/upstash-vector-js.md): Upstash Vector, not pgvector
- [Upstash Search JS](/skills/upstash-search-js.md): Upstash Search vendor SDK
- [Upstash CLI](/skills/upstash-cli.md): upstash CLI; needs API token
- [PlanetScale pscale CLI Automation](/skills/planetscale-pscale-cli-automation.md): Headless pscale with --format json
- [PlanetScale Postgres Safety Review](/skills/planetscale-postgres-safety-review.md): PS Postgres only; not the Supabase skill
- [PlanetScale Vitess Safety Review](/skills/planetscale-vitess-safety-review.md): Vitess branch safety review
- [PlanetScale Query Insights and Tags](/skills/planetscale-query-insights-and-tags.md): PlanetScale query insights and tags
- [PlanetScale Schema Recommendations Agent Loop](/skills/planetscale-schema-recommendations-agent-loop.md): Triage PS schema recs; does not apply prod
- [PlanetScale MCP Agent Operating Model](/skills/planetscale-mcp-agent-operating-model.md): PS MCP policy; dead without PS MCP
- [WorkOS](/skills/workos.md): WorkOS auth; Free $0/mo, dead without WorkOS
- [ASP.NET Core](/skills/aspnet-core.md): .NET-only ASP.NET Core, Blazor, Minimal APIs
- [ChatGPT Apps](/skills/chatgpt-apps.md): ChatGPT Apps SDK with MCP widget
- [CLI Creator](/skills/cli-creator.md): Codex companion CLI from OpenAPI or curl
- [Multi-Stage Dockerfile](/skills/multi-stage-dockerfile.md): Dockerfile-only multi-stage images
- [MCP Security Audit](/skills/mcp-security-audit.md): Audit .mcp.json, not security-review
- [OpenAPI to Application Code](/skills/openapi-to-application-code.md): Codegen a whole app from an OpenAPI spec
- [Safe Browser](/skills/safe-browser.md): Local domain-allowlisted Claude Agent SDK browser
- [Browserbase Functions](/skills/functions.md): Scheduled or webhook Browserbase cloud browser jobs
- [Firecrawl Map](/skills/firecrawl-map.md): URL list/filter. Discovery only; not extract
- [Firecrawl Download](/skills/firecrawl-download.md): Bulk local markdown and screenshots
- [Firecrawl Monitor](/skills/firecrawl-monitor.md): Webhook/email watches; recurring paid path
- [Instrument Integration](/skills/instrument-integration.md): PostHog SDK wiring. Free, not a trial
- [Instrument Product Analytics](/skills/instrument-product-analytics.md): PostHog product analytics events
- [Instrument Feature Flags](/skills/instrument-feature-flags.md): PostHog feature flags. Free tier
- [Instrument LLM Analytics](/skills/instrument-llm-analytics.md): PostHog LLM analytics. Free tier
- [Liveblocks Best Practices](/skills/liveblocks-best-practices.md): Liveblocks collab. Free on liveblocks.io/pricing
- [Yjs Best Practices](/skills/yjs-best-practices.md): Yjs library, not Liveblocks-specific
- [Stripe Best Practices](/skills/stripe-best-practices.md): Stripe account exists; processing fees apply
- [Stripe Docs](/skills/stripe-docs.md): Stripe docs lookup. Processing fees apply
- [Upgrade Stripe](/skills/upgrade-stripe.md): Stripe API/SDK upgrade path
- [Migrate AI SDK v6 to v7](/skills/migrate-ai-sdk-v6-to-v7.md): Vercel AI SDK v6→v7. Version-gate; will stale
- [Add WebMCP](/skills/add-webmcp.md): First-party WebMCP; not generic MCP builder
- [Cookie Sync](/skills/cookie-sync.md): Local Chrome cookies into Browserbase
- [Neon Postgres](/skills/neon-postgres.md): Lakebase Postgres setup, pooled vs direct, DATABASE_URL
- [Neon Postgres Branches](/skills/neon-postgres-branches.md): Pick/create Neon branch type; schema-only is Beta
- [Neon Functions](/skills/neon-functions.md): Long-running Node HTTP on a Neon branch. Public beta
- [Neon Object Storage](/skills/neon-object-storage.md): S3-compatible storage that branches with Neon. Public beta
- [LiveKit Agents](/skills/livekit-agents.md): Voice AI agent via LiveKit Cloud + Agents SDK
- [Agent OWASP Compliance](/skills/agent-owasp-compliance.md): OWASP ASI Top 10 audit before prod. Community Copilot skill
- [Inngest Setup](/skills/inngest-setup.md): Inngest Cloud + TypeScript setup. Hobby $0/mo, no CC
- [Inngest Durable Functions](/skills/inngest-durable-functions.md): Inngest steps, not BullMQ. Cloud + TypeScript
- [Inngest Events](/skills/inngest-events.md): Inngest event schema; 24h dedupe is vendor-specific
- [Inngest Flow Control](/skills/inngest-flow-control.md): Concurrency/throttle/batch. Hobby is 5 concurrent steps
- [Inngest Realtime](/skills/inngest-realtime.md): v4-native inngest/realtime, not @inngest/realtime
- [Inngest Agents](/skills/inngest-agents.md): AgentKit lock. Durable agents on Inngest Cloud
- [Inngest v3 to v4 Migration](/skills/inngest-v3-v4-migration.md): SDK v3→v4. Stale the day v5 ships
- [Convex Quickstart](/skills/convex-quickstart.md): Next.js + Convex template. JSON-generated; can drift
- [Convex Auth](/skills/convex-auth.md): Convex Auth only — not Clerk or Better Auth
- [Convex Create Component](/skills/convex-create-component.md): Convex Components with isolated tables, not React
- [Convex Migrate](/skills/convex-migrate.md): Live-data backfill with @convex-dev/migrations, not Prisma
- [Infisical Setup](/skills/infisical-setup.md): CLI/SDK secrets into the app. Slug is infisical-setup
- [Infisical Kubernetes Operator](/skills/infisical-kubernetes-operator.md): v1beta1 CRDs. v1alpha1 is a false-fire
- [Infisical Self-Host](/skills/infisical-self-host.md): MIT core only. ee/ needs LICENSE_KEY
- [Infisical Secret Scanning](/skills/infisical-secret-scanning.md): github-radar data source, not github. infisical scan
- [Infisical Secret Syncs](/skills/infisical-secret-syncs.md): Push secrets out. Free cap is 10 syncs
- [React Email](/skills/react-email.md): Compose React email templates. Delivery still hits 100/day
- [Resend CLI](/skills/resend-cli.md): resend CLI for shell/CI. --react-email can steal compose
- [Drizzle Migration Conflict](/skills/drizzle-migration-conflict.md): Community v0.1. Not drizzle-team. Can steal generate
- [ElevenLabs Text-to-Speech](/skills/elevenlabs-text-to-speech.md): Cloud TTS. Free 10k credits is minutes, not a product
- [ElevenLabs Speech Engine](/skills/elevenlabs-speech-engine.md): Your runtime, their STT/TTS. Cloud + key. Not LiveKit OSS
- [ElevenLabs Sound Effects](/skills/elevenlabs-sound-effects.md): Text-to-SFX, not speech. 200 credits/gen
- [ElevenLabs Music](/skills/elevenlabs-music.md): Music API. Commercial music is Starter+. 900 credits/min
- [ElevenLabs Dubbing](/skills/elevenlabs-dubbing.md): Dubbing Studio is Starter+. 2k-10k credits/min
- [Replicate Find Models](/skills/replicate-find-models.md): Search Replicate models. Not Hugging Face Hub
- [Replicate Compare Models](/skills/replicate-compare-models.md): Pick among Replicate models. Cost numbers stale
- [Replicate Run Models](/skills/replicate-run-models.md): Paid predictions. Needs REPLICATE_API_TOKEN
- [Replicate Build Models](/skills/replicate-build-models.md): Cog package. Skill still aims at Replicate deploy
- [Replicate Publish Models](/skills/replicate-publish-models.md): cog push. Public model is not free inference
- [Sanity Migration](/skills/sanity-migration.md): Replatform to Sanity. Full CMS move, not PT conversion
- [Sanity Portable Text Conversion](/skills/sanity-portable-text-conversion.md): HTML/MD to Portable Text. Ingest, not replatform
- [Sanity Portable Text Serialization](/skills/sanity-portable-text-serialization.md): PT to React/Svelte/Vue/HTML. Render, not ingest
- [TanStack AI Chat Experience](/skills/tanstack-ai-chat-experience.md): False-fires on Vercel AI SDK streamText / useChat
- [TanStack AI Tool Calling](/skills/tanstack-ai-tool-calling.md): Isomorphic toolDefinition. Not OpenAI tools / Vercel tool()
- [TanStack AI Media Generation](/skills/tanstack-ai-media-generation.md): Not ElevenLabs/Replicate. generate* needs provider keys
- [TanStack AI Structured Outputs](/skills/tanstack-ai-structured-outputs.md): Forbids provider-level json_schema you already set
- [TanStack AI Adapter Configuration](/skills/tanstack-ai-adapter-configuration.md): BytePlus TWO keys no fallback. Ollama is the 0 USD local path
- [TanStack AI AG-UI Protocol](/skills/tanstack-ai-ag-ui-protocol.md): Server AG-UI SSE/NDJSON. Not CopilotKit client
- [TanStack AI Code Mode](/skills/tanstack-ai-code-mode.md): Isolate drivers. 0.3.8 vs ai-core 0.42.0. Not generic sandbox
- [Tavily Search](/skills/tavily-search.md): LLM-optimized search. Generic steal. 1 credit basic / 2 advanced
- [Tavily Research](/skills/tavily-research.md): Cited multi-source report. Loud free-tier eater
- [Pinecone Quickstart](/skills/pinecone-quickstart.md): First-time Database vs Assistant tour. Not production schema
- [Pinecone Query](/skills/pinecone-query.md): Integrated indexes only. Standard/external must use pinecone-cli
- [Pinecone CLI](/skills/pinecone-cli.md): pc CLI for all index types. False-fires on generic pc/redis-cli
- [Pinecone Full-Text Search](/skills/pinecone-full-text-search.md): SDK 10+ / API 2026-07. pinecone.preview deleted. Not Elasticsearch
- [Pinecone Assistant](/skills/pinecone-assistant.md): Managed RAG. Starter caps. Not LangChain RAG
- [Qdrant Deployment Options](/skills/qdrant-deployment-options.md): Docker vs Cloud vs local vs Edge. Local Python in-memory is not server-format
- [Qdrant Edge](/skills/qdrant-edge.md): In-process shard. Beta API drifts. No one-call .sync(). Not sqlite-vec
- [Qdrant Model Migration](/skills/qdrant-model-migration.md): Zero-downtime embedding switch. Named-vector add/delete needs v1.18+
- [Qdrant Multitenancy](/skills/qdrant-multitenancy.md): Default payload-filter isolation, NOT collection-per-tenant
- [Qdrant Version Upgrade](/skills/qdrant-version-upgrade.md): Storage compat one minor only. Cloud automates; self-host stepwise
- [Qdrant Sizing](/skills/qdrant-sizing.md): Cloud Free 1 GB will fail production assumptions. Not Pinecone RU/WU
- [Algolia Quickstart](/skills/algolia-quickstart.md): Account/app from zero. Not index ops on existing app
- [Algolia Index Configuration](/skills/algolia-index-configuration.md): Guidance-only. Live writes via cli/mcp. Not Elasticsearch mapping
- [Algolia InstantSearch UI](/skills/algolia-instantsearch-ui.md): JS/React/Vue. Angular InstantSearch deprecated. Not autocomplete
- [Algolia Autocomplete](/skills/algolia-autocomplete.md): Typeahead not InstantSearch SRP. False-fires on any search box
- [Algolia Crawler](/skills/algolia-crawler.md): Crawl into Algolia index, not markdown dump. Over-limit = suspend or attribution
- [Algolia Migration](/skills/algolia-migration.md): SDK major v3 to v4 / v4 to v5. Dart excluded. Not data/index migration
- [DuckDB Install Extension](/skills/duckdb-install-duckdb.md): INSTALL extension, not brew-installing DuckDB
- [DuckDB Read File](/skills/duckdb-read-file.md): whats in this file steal vs Read tool. Not for source code
- [DuckDB Convert File](/skills/duckdb-convert-file.md): Generic convert steal (pandoc/ffmpeg). Data files only
- [DuckDB Attach DB](/skills/duckdb-attach-db.md): Session-state is Claude-skill local, not DuckDB server attach
- [DuckDB S3 Explore](/skills/duckdb-s3-explore.md): Query s3:// r2:// gs:// without download. Needs provider creds. Not AWS CLI ls
- [DuckDB Spatial](/skills/duckdb-spatial.md): Geo steal. Spatial extension must already be installed
- [Knock Setup](/skills/knock-setup.md): Vendor onboarding. Always asks for Knock account first
- [Knock In-App UI](/skills/knock-in-app-ui.md): React-only. Developer cap 500 guide AU. Branding on feeds is Starter-gated
- [Knock CLI](/skills/knock-cli.md): Pull/push workflows via CLI. Not MCP path
- [Knock Migrate to Knock](/skills/knock-migrate-to-knock.md): Discovery-only. Writes knock-plan.md. Vendor steal vs Resend/SendGrid
- [chDB DataStore](/skills/chdb-datastore.md): Pandas API on in-process ClickHouse. Not a server. Distinct from chdb-sql
- [chDB SQL](/skills/chdb-sql.md): In-process ClickHouse SQL. Not DataStore pandas. No server
- [ClickHouse JS Node Coding](/skills/clickhouse-js-node-coding.md): @clickhouse/client Node only. Not client-web / Edge / Workers
- [ClickHouse JS Node RowBinary](/skills/clickhouse-js-node-rowbinary.md): RowBinary codec generator. Not JSONEachRow. Node only
- [Infra ClickHouse](/skills/infra-clickhouse.md): clickhousectl local vs Cloud. Cloud is trial plus credits, not hobby
- [MotherDuck Connect](/skills/motherduck-connect.md): Postgres endpoint false-fires as Neon/PlanetScale. Not local DuckDB
- [MotherDuck CLI](/skills/motherduck-cli.md): Not MCP. Dives/Flights are MotherDuck-specific. Lite Flights 30 min/day
- [MotherDuck Load Data](/skills/motherduck-load-data.md): DuckDB convert/read-file twin but destination is MotherDuck. 10 GB Lite cap
- [MotherDuck Share Data](/skills/motherduck-share-data.md): Zero-copy metadata clones. Not S3 sharing. Not DuckDB ATTACH of a file
- [MotherDuck DuckLake](/skills/motherduck-ducklake.md): Default is native storage. Over-fires on lakehouse / Iceberg-on-S3
- [MotherDuck REST API](/skills/motherduck-rest-api.md): Control plane, not SQL. Lite service-account cap is 2
- [Hugging Face Spaces](/skills/huggingface-spaces.md): Host Gradio/Docker/Static. Free: Static + max 2 ZeroGPU. cpu-basic not free
- [Hugging Face ZeroGPU](/skills/huggingface-zerogpu.md): @spaces.GPU / pickle isolation. Gradio ZeroGPU only — Docker/Static will not schedule
- [Hugging Face LoRA Space Builder](/skills/huggingface-lora-space-builder.md): Publishes a real private Space for a Hub LoRA. Steals make a Space/demo
- [Hugging Face Train Sentence Transformers](/skills/huggingface-train-sentence-transformers.md): Router not a manual. Skip references/ and trainers break. Not generic embedding
- [Hugging Face TRL Training](/skills/huggingface-trl-training.md): TRL CLI SFT/DPO/GRPO. Not huggingface-llm-trainer. GPU assumed, not 0 USD laptop
- [Hugging Face hf-mem](/skills/huggingface-hf-mem.md): VRAM estimate via HTTP Range, no download. Needs uvx. Gated models need HF_TOKEN
- [Novu Trigger Notification](/skills/novu-trigger-notification.md): knock-setup twin. Topic fan-out bills one run per matching subscriber
- [Novu Manage Subscribers](/skills/novu-manage-subscribers.md): Not user-auth. subscriberId is not a Clerk/Auth.js user
- [Novu Inbox Integration](/skills/novu-inbox-integration.md): knock-in-app-ui twin. Feeds, not Knock guides. HMAC required in production
- [Novu Manage Preferences](/skills/novu-manage-preferences.md): Not Knock preferences API. Two-level model only (workflow + subscriber)
- [Novu Framework Integration](/skills/novu-framework-integration.md): @novu/framework + Bridge. Cloud still executes Bridge. Not Resend-only react-email
- [Novu Dashboard Workflows](/skills/novu-dashboard-workflows.md): MCP/dashboard step content, not framework-integration
- [Trigger Getting Started](/skills/trigger-getting-started.md): Vendor lock. CLI login + TRIGGER_SECRET_KEY. Self-contained
- [Trigger Authoring Tasks](/skills/trigger-authoring-tasks.md): CLI stub; 404s until @trigger.dev/sdk installed. False-fires on BullMQ/Inngest
- [Trigger Authoring Chat Agent](/skills/trigger-authoring-chat-agent.md): CLI stub. Loud vs Vercel useChat / tanstack-ai-chat-experience
- [Trigger Chat Agent Advanced](/skills/trigger-chat-agent-advanced.md): CLI stub. Version-gate. Re-POSTing /sessions drops the message
- [Trigger Realtime and Frontend](/skills/trigger-realtime-and-frontend.md): CLI stub. Loud vs inngest-realtime. Free cap 10 concurrent Realtime
- [Axiom Alerting](/skills/axiom-alerting.md): v2 monitors Bearer from .axiom.toml not Knock
- [Axiom Building Dashboards](/skills/axiom-building-dashboards.md): False-fires on Grafana Datadog Splunk migrate
- [Axiom Query Metrics](/skills/axiom-query-metrics.md): otel metrics v1 scripts 404 if only SKILL.md
- [Axiom Metrics Chart](/skills/axiom-metrics-chart.md): Consumer of query-metrics zero-dep Unicode
- [Axiom SPL to APL](/skills/axiom-spl-to-apl.md): Join preview 50k time pickers dont translate
- [Contentful API](/skills/contentful-api.md): Five APIs curl-only false-fires vs JS SDK
- [Contentful Next.js](/skills/contentful-nextjs.md): Next-only steals Remix Astro Nuxt vs Sanity
- [Contentful Migration](/skills/contentful-migration.md): False-fires on Prisma Drizzle vs sanity-migration
- [Contentful Custom App From Scratch](/skills/contentful-custom-app-from-scratch.md): App Framework only not marketing site
- [Deno Deploy](/skills/deno-deploy.md): Deploy Free 1M req 20GiB egress not 100GB
- [Deno Frontend](/skills/deno-frontend.md): Next-under-Deno false-fires vs Node Next
- [Migrate to Deno](/skills/migrate-to-deno.md): Node runtime port false-fires
- [Deno Sandbox](/skills/deno-sandbox.md): LOUD Sandboxes not on Free Pro 20 USD
- [Logfire Instrumentation](/skills/logfire-instrumentation.md): configure vs instrument ordering silently drops traces
- [Logfire Query](/skills/logfire-query.md): Personal Query API le 500 per day
- [Logfire UI](/skills/logfire-ui.md): Codex-browser-shaped never-fires without browser
- [Logfire Infrastructure](/skills/logfire-infrastructure.md): OTel Collector no app-code false-fires on k8s
- [Logfire Evals](/skills/logfire-evals.md): Python-only pydantic_evals omit configure local
- [Mixpanel Tracking Implementation](/skills/mixpanel-tracking-implementation.md): Vendor lock distinct from install false-fires analytics
- [Mixpanel Create Dashboard](/skills/mixpanel-create-dashboard.md): Generic slug vs axiom dashboards Engine required
- [Mixpanel Manage Feature Flags](/skills/mixpanel-manage-feature-flags.md): Not PostHog LaunchDarkly Engine required
- [n8n Workflow Lifecycle](/skills/n8n-workflow-lifecycle-official.md): Official lifecycle false-fires on ad-hoc node dumps
- [n8n Subworkflows](/skills/n8n-subworkflows-official.md): Official subworkflow false-fires on copy-paste nodes
- [n8n Expressions](/skills/n8n-expressions-official.md): Expression false-fires on raw JS Code node
- [n8n Loops](/skills/n8n-loops-official.md): Loop false-fires on SplitInBatches misuse
- [n8n Code Nodes](/skills/n8n-code-nodes-official.md): JS/Python Code node false-fires on expressions
- [Twilio Send Message](/skills/twilio-send-message.md): Vendor lock trial PAYG steal vs Knock Novu
- [Twilio Verify Send OTP](/skills/twilio-verify-send-otp.md): Verify product not Programmable Messaging
- [Twilio Voice Outbound Calls](/skills/twilio-voice-outbound-calls.md): Irreversible charged TCPA quiet hours
- [Twilio Voice TwiML](/skills/twilio-voice-twiml.md): Webhook TwiML not REST dial pair outbound
- [Twilio Studio Flows](/skills/twilio-studio-flows.md): Visual Studio vs TwiML code distinct from n8n
- [Saleor Core](/skills/saleor-core.md): Internals encyclopedia version-gate 3.23 not getting-started
- [Saleor App](/skills/saleor-app.md): Next.js examples claim framework-agnostic vs Contentful App
- [Saleor Configurator](/skills/saleor-configurator.md): Store config as code vs Contentful migration scripts
- [Saleor Storefront](/skills/saleor-storefront.md): GraphQL products checkout channels not Next starter
- [Loops API](/skills/loops-api.md): Five product surfaces in one vendor lock
- [Loops CLI](/skills/loops-cli.md): Overlaps loops-api distinct from resend-cli
- [Loops LMX](/skills/loops-lmx.md): False-fires on generic welcome email React Email
- [Temporal Developer](/skills/temporal-developer.md): Vendor lock + always-on-adjacent. start-dev is not production
- [Temporal Ops](/skills/temporal-ops.md): CLI ops not SDK. Names temporal-workertuning. False-fires generic TLS/gRPC
- [Temporal Cloud](/skills/temporal-cloud.md): Cloud-only. Not $0 — $1,000 credits expire 90 days then Essentials
- [Appwrite CLI](/skills/appwrite-cli.md): CLI/config/CI not SDK. Cloud Free pauses after 1 week Console inactivity
- [Appwrite TypeScript](/skills/appwrite-typescript.md): Web/RN/Node-Deno. TablesDB not deprecated Databases
- [Appwrite Dart](/skills/appwrite-dart.md): Flutter or server Dart. Distinct from supabase-flutter
- [Appwrite Python](/skills/appwrite-python.md): Django/Flask/FastAPI server SDK. Server-only no browser
- [Appwrite Kotlin](/skills/appwrite-kotlin.md): Android or Kotlin/JVM. Activity OAuth/coroutines. Not Swift/KMP
- [Stream Builder](/skills/stream-builder.md): Only when named. Do not auto-select. Web React defaults to stream-react
- [Stream Feeds Migration](/skills/stream-feeds-migration.md): Feeds v2 to v3. Version-gate. Needs live v2 key+secret. Stale when v2 is gone
- [Stream React](/skills/stream-react.md): Steals generic chat app. Web only not RN. Distinct from livekit-agents Knock Novu
- [Stream React Native](/skills/stream-react-native.md): RN CLI/Expo. New Architecture required. Distinct from stream-react
- [Stream Flutter](/skills/stream-flutter.md): Flutter Chat/Video/Feeds. Feeds has no pre-built UI. Distinct from appwrite-dart
- [MLflow Onboarding](/skills/mlflow-onboarding.md): GenAI vs classic ML get-started router
- [MLflow Instrumenting Tracing](/skills/mlflow-instrumenting-tracing.md): Add MLflow Tracing across Python/TS agent stacks
- [MLflow Retrieving Traces](/skills/mlflow-retrieving-traces.md): Search/filter traces by ID, status, tags, latency
- [MLflow Analyzing Trace](/skills/mlflow-analyzing-trace.md): One trace ID for debug, RCA, quality
- [MLflow Querying Metrics](/skills/mlflow-querying-metrics.md): Aggregated token/latency/count from tracking server
- [W&B Primary](/skills/wandb-primary.md): Mixed runs, artifacts, Weave, Reports, Launch
- [W&B Autoresearch](/skills/wandb-autoresearch.md): Bounded training research via W&B Launch
- [W&B Eval Tables](/skills/wandb-eval-tables.md): Non-destructive EvalTable previews from wandb.Table
- [MinIO mc](/skills/minio-mc.md): AIStor mc CLI for S3-compatible storage
- [MinIO AIMem](/skills/minio-aimem.md): AIStor Memory FUSE workspace for a remote bucket
- [MinIO Docs](/skills/minio-docs.md): ISO 24495-1 plain-language README/guides
- [Tigris Object Operations](/skills/tigris-object-operations.md): put/get/remove/list/head/presigned via @tigrisdata/storage
- [Tigris Bucket Management](/skills/tigris-bucket-management.md): Create/list/inspect/delete with Tigris snapshot/fork fields
- [Tigris S3 Migration](/skills/tigris-s3-migration.md): Shadow-bucket/drain from S3, GCS, or Azure Blob
- [Tigris Snapshots Forking](/skills/tigris-snapshots-forking.md): Whole-bucket PITR and copy-on-write forks
- [Tigris Agent Kit](/skills/tigris-agent-kit.md): tigrisdata agent-kit forks, TTL workspaces, checkpoints
- [Tigris Lifecycle Management](/skills/tigris-lifecycle-management.md): Expiration, TTL delete, Standard to IA/Archive
- [YugabyteDB YSQL](/skills/yugabyte-ysql.md): SQL/schema on YSQL port 5433 with shard keys
- [YugabyteDB YCQL](/skills/yugabyte-ycql.md): CQL schema on YCQL port 9042
- [YugabyteDB RAG LangChain](/skills/yugabyte-rag-langchain.md): Hybrid vector+FTS via LangChain PGVectorStore
- [YugabyteDB K8s Operator](/skills/yugabyte-k8s-operator.md): YBUniverse CRDs / Helm on Kubernetes
- [Redpanda Streaming](/skills/redpanda-streaming.md): Produce/consume on Redpanda Kafka API :9092
- [Redpanda rpk Topic](/skills/redpanda-rpk-topic.md): Create/alter/produce/consume via rpk topic
- [Redpanda rpk Transform](/skills/redpanda-rpk-transform.md): In-broker Wasm transforms via rpk transform
- [Redpanda Connect](/skills/redpanda-connect.md): Declarative YAML pipelines (ex-Benthos) via rpk connect
- [Redpanda rpk Redpanda](/skills/redpanda-rpk-redpanda.md): Self-managed broker lifecycle via rpk redpanda
- [Redpanda Cloud Serverless](/skills/redpanda-cloud-serverless.md): Provision Serverless via Control Plane API
- [ScyllaDB Data Modeling](/skills/scylladb-data-modeling.md): CQL schema, partition keys, query-first design
- [ScyllaDB Alternator](/skills/scylladb-alternator.md): DynamoDB-compatible API via Alternator
- [ScyllaDB Kubernetes](/skills/scylladb-kubernetes.md): Operator / ScyllaCluster CRDs, CPU pinning, NVMe
- [ScyllaDB Vector Search](/skills/scylladb-vector-search.md): HNSW / ANN / RAG vectors on ScyllaDB Cloud
- [ScyllaDB Cloud Setup](/skills/scylladb-cloud-setup.md): Connect apps to ScyllaDB Cloud clusters
- [Buildkite Pipelines](/skills/buildkite-pipelines.md): Write/optimize .buildkite/pipeline.yml
- [Buildkite CLI](/skills/buildkite-cli.md): bk CLI — trigger/watch/cancel builds
- [Buildkite API](/skills/buildkite-api.md): REST/GraphQL at api.buildkite.com
- [Buildkite Agent Runtime](/skills/buildkite-agent-runtime.md): In-step buildkite-agent annotate/artifacts/OIDC
- [Buildkite Migration](/skills/buildkite-migration.md): Convert GHA/Jenkins/Circle via bk pipeline convert
- [Buildkite Preflight](/skills/buildkite-preflight.md): Run Buildkite CI against local tree before push
- [GrowthBook Feature Flags](/skills/growthbook-feature-flags.md): Create/toggle/target/roll out GrowthBook flags
- [GrowthBook Experiments](/skills/growthbook-experiments.md): Design/launch/analyze GrowthBook A/B tests
- [GrowthBook Analytics](/skills/growthbook-analytics.md): Product Analytics explorations + fact-metric catalog
- [GrowthBook Setup](/skills/growthbook-setup.md): Configure GB_API_KEY for GrowthBook skills
- [Descope Auth](/skills/descope-auth.md): Add Descope login (OTP, passkeys, OAuth, SSO, MFA)
- [Descope FGA Schema](/skills/descope-fga-schema.md): Author/apply Descope FGA ReBAC/ABAC DSL
- [Descope BYOS Builder](/skills/descope-byos-builder.md): React Bring-Your-Own-Screen over Descope flow JSON
- [Descope Terraform](/skills/descope-terraform.md): Terraform provider for Descope projects
- [Flux GitOps Knowledge](/skills/flux-gitops-knowledge.md): Flux concepts + schema-validated GitOps YAML
- [Flux GitOps Repo Audit](/skills/flux-gitops-repo-audit.md): Audit a local GitOps repo (schema, RBAC, secrets)
- [Flux GitOps Cluster Debug](/skills/flux-gitops-cluster-debug.md): Debug stuck Flux resources on a live cluster
- [SigNoz MCP Setup](/skills/signoz-mcp-setup.md): Wire/repair SigNoz MCP (Cloud OAuth vs self-host)
- [SigNoz Investigating Alerts](/skills/signoz-investigating-alerts.md): RCA a firing alert via neighbor metrics/traces/logs
- [SigNoz Writing ClickHouse Queries](/skills/signoz-writing-clickhouse-queries.md): Raw ClickHouse SQL for a SigNoz dashboard panel
- [SigNoz Reducing Telemetry Cost](/skills/signoz-reducing-telemetry-cost.md): Cost Meter, cardinality, drop volume
- [SigNoz Managing Views](/skills/signoz-managing-views.md): Explorer saved views (traces/logs/metrics/meter)
- [Packer AWS AMI Builder](/skills/packer-aws-ami-builder.md): amazon-ebs builder for custom EC2 AMIs
- [Packer Azure Image Builder](/skills/packer-azure-image-builder.md): azure-arm builder for managed images / Gallery
- [Packer Windows Builder](/skills/packer-windows-builder.md): WinRM + PowerShell provisioners (AMI/Azure/VMware)
- [Packer Push to Registry](/skills/packer-push-to-registry.md): Push metadata (not images) to HCP Packer
- [Elastic Observability K8s Investigation](/skills/elastic-observability-k8s-investigation.md): CrashLoopBackOff / OOMKilled via EDOT OTel
- [Elastic Security Detection Rule Management](/skills/elastic-security-detection-rule-management.md): SIEM/Endpoint detection rules via Kibana API
- [Elastic Security Alert Triage](/skills/elastic-security-alert-triage.md): Triage Elastic Security alerts, classify, acknowledge
- [Elastic Security Case Management](/skills/elastic-security-case-management.md): Kibana Cases API (securitySolution only)
- [Elastic Cloud Provisioning](/skills/elastic-cloud-provisioning.md): Create/update/delete Serverless + Hosted deployments
- [Grafana Alloy](/skills/grafana-alloy.md): Unified OTel-compatible collector (config.alloy)
- [Grafana Beyla](/skills/grafana-beyla.md): eBPF zero-code HTTP/gRPC/DB auto-instrument
- [Grafana Loki](/skills/grafana-loki.md): Log aggregation + LogQL
- [Grafana Tempo](/skills/grafana-tempo.md): Tracing backend (OTLP/Jaeger/Zipkin, TraceQL)
- [Grafana Pyroscope](/skills/grafana-pyroscope.md): Continuous profiling / flame graphs
- [Render Blueprints](/skills/render-blueprints.md): Author/validate render.yaml IaC
- [Render Postgres](/skills/render-postgres.md): Render Managed Postgres
- [Render Key Value](/skills/render-keyvalue.md): Redis-compatible Valkey 8 on Render
- [Render CLI](/skills/render-cli.md): Deploys, logs, SSH, psql, Blueprint validate
- [Render MCP](/skills/render-mcp.md): Hosted MCP at mcp.render.com
- [Confluent Kafka Schema Registry](/skills/confluent-kafka-schema-registry.md): Scan repo, extract schemas, Terraform for Schema Registry
- [Confluent Kafka Streams](/skills/confluent-kafka-streams.md): JVM-embedded Kafka Streams (KStream/KTable)
- [Confluent Kafka Java Client](/skills/confluent-kafka-java-client.md): Java producer/consumer + Schema Registry serializers
- [Confluent Flink UDF](/skills/confluent-flink-udf.md): Java Flink UDFs/UDTFs/PTFs for Cloud or local Docker
- [Confluent Cloud Flink SQL](/skills/confluent-cloud-flink-sql.md): Flink SQL on Confluent Cloud (CC ≠ OSS dialect)
- [PostHog Instrument Error Tracking](/skills/posthog-instrument-error-tracking.md): Capture exceptions + source maps
- [PostHog Creating Experiments](/skills/posthog-creating-experiments.md): 3-step experiment create (hypothesis → rollout → analytics)
- [PostHog Exploring LLM Traces](/skills/posthog-exploring-llm-traces.md): Debug LLM/agent traces (posthog.ai_events)
- [PostHog Investigating Replay](/skills/posthog-investigating-replay.md): One-pass session recording + person + linked errors
- [PostHog Cleaning Up Stale Feature Flags](/skills/posthog-cleaning-up-stale-feature-flags.md): Audit unused/fully-rolled-out flags and safe delete
- [Letta API Client](/skills/letta-api-client.md): Python/TS SDK for stateful Letta API
- [Letta Configuration](/skills/letta-configuration.md): Model handles, BYOK providers, self-hosted env vars
- [Letta Fleet Management](/skills/letta-fleet-management.md): kubectl-style lettactl for multi-agent fleets
- [Letta Code Channels](/skills/letta-code-channels.md): Letta Code channel adapters (Telegram/WhatsApp/Slack/Discord)
- [Letta Filesystem to MemFS](/skills/letta-filesystem-to-memfs.md): Migrate deprecated Filesystem folders to MemFS
- [Firecrawl Scrape](/skills/firecrawl-scrape.md): CLI: extract a URL as clean markdown (JS-rendered OK)
- [Firecrawl Search](/skills/firecrawl-search.md): CLI: web search with optional full page content
- [Firecrawl Interact](/skills/firecrawl-interact.md): CLI: drive a live browser on a scraped page
- [Apollo Client](/skills/apollo-client.md): Apollo Client 4.x for React — queries, cache, local state
- [Apollo Server](/skills/apollo-server.md): Apollo Server 5.x — schemas, resolvers, auth, plugins
- [Apollo Federation](/skills/apollo-federation.md): Federation 2.x subgraph schemas (@key, @shareable)
- [Apollo Router](/skills/apollo-router.md): Configure/run Apollo Router for federated supergraphs
- [Apollo Rover](/skills/apollo-rover.md): Rover CLI — publish/fetch/compose/check schemas
- [Camunda c8ctl](/skills/camunda-c8ctl.md): Install/configure c8ctl, local cluster via c8run
- [Camunda BPMN](/skills/camunda-bpmn.md): Create/edit/validate BPMN 2.0 for Camunda 8 (Zeebe)
- [Camunda FEEL](/skills/camunda-feel.md): Write/debug FEEL expressions in BPMN, DMN, Forms
- [Camunda DMN](/skills/camunda-dmn.md): Author DMN decision tables and literal expressions
- [Camunda Job Workers](/skills/camunda-job-workers.md): Job workers in Java, Spring Boot, or TypeScript
- [ImageKit Upload Files](/skills/imagekit-upload-files.md): Upload images/videos from a public URL into the library
- [ImageKit Transformation Builder](/skills/imagekit-transformation-builder.md): Image/video transformation URLs (resize, crop, AI, overlays)
- [ImageKit Search Assets](/skills/imagekit-search-assets.md): Lucene-like searchQuery for files/folders
- [ImageKit AI Tasks](/skills/imagekit-ai-tasks.md): AI tagging, metadata extraction, quality checks
- [ImageKit Integrations](/skills/imagekit-integrations.md): Index of SDKs/plugins (front-end, back-end, mobile, CMS)
- [ZenML Quick Wins](/skills/zenml-quick-wins.md): Investigate stack, recommend, implement high-impact ZenML features
- [ZenML Pipeline Authoring](/skills/zenml-pipeline-authoring.md): Author @step/@pipeline, artifacts, Docker, materializers, YAML
- [ZenML Scoping](/skills/zenml-scoping.md): Decompose ambitious ML workflows into pipeline architectures
- [ZenML Airflow Migration](/skills/zenml-airflow-migration.md): Migrate Airflow DAGs to idiomatic ZenML (frontmatter airflow-to-zenml-migration)
- [ZenML SageMaker Migration](/skills/zenml-sagemaker-migration.md): Migrate SageMaker Pipelines DSL to idiomatic ZenML
- [LaunchDarkly Flag Create](/skills/launchdarkly-flag-create.md): Create/configure flags to match existing codebase patterns
- [LaunchDarkly Flag Targeting](/skills/launchdarkly-flag-targeting.md): Toggle, percentage rollouts, rules, individual targets, env copy
- [LaunchDarkly Guarded Rollout](/skills/launchdarkly-guarded-rollout.md): Progressive rollout with metric monitoring and auto rollback
- [LaunchDarkly Flag Cleanup](/skills/launchdarkly-flag-cleanup.md): Safely remove a flag from code preserving production behavior
- [LaunchDarkly Experiment Setup](/skills/launchdarkly-experiment-setup.md): Create experiments with metrics, treatments, start/stop iterations
- [Builder Visual Edit](/skills/builder-visual-edit.md): Inspect/edit a running local app visually in Design iframes
- [Builder Visual Plan](/skills/builder-visual-plan.md): Turn text plans into interactive visual plans with diagrams
- [Builder Visual Recap](/skills/builder-visual-recap.md): Visual recap of a PR/branch/commit/diff with diagrams
- [Builder WebMCP](/skills/builder-webmcp.md): Use a page MCP/WebMCP tools before UI automation
- [Builder Agent Watchdog](/skills/builder-agent-watchdog.md): Watch/audit/fix another agent session, PR, or transcript
- [Flyte SDK Author](/skills/flyte-sdk-author.md): Scaffold Flyte 2 projects, tasks, workflows, launch plans
- [Flyte SDK Run](/skills/flyte-sdk-run.md): Run Flyte 2 workflows; logs, data, run lifecycle
- [Flyte SDK Data](/skills/flyte-sdk-data.md): ETL, data quality, fanout/map task data patterns
- [Flyte SDK ML](/skills/flyte-sdk-ml.md): Training, HPO, experiment tracking on Flyte
- [Flyte SDK Ship](/skills/flyte-sdk-ship.md): flyte.Image specs, Dockerfiles, dependency and tagging
- [Running dbt Commands](/skills/running-dbt-commands.md): Format and execute dbt CLI with the right executable
- [Adding dbt Unit Test](/skills/adding-dbt-unit-test.md): Unit test YAML mocking upstream model inputs
- [Building dbt Semantic Layer](/skills/building-dbt-semantic-layer.md): Create or modify Semantic Layer components
- [Configuring dbt MCP Server](/skills/configuring-dbt-mcp-server.md): MCP server JSON and auth for dbt
- [Maintaining dbt Documentation](/skills/maintaining-dbt-documentation.md): Audit coverage; draft missing model/column docs
- [Rivet Actors](/skills/rivet-actors.md): Actors: the primitive for agent orchestration
- [Rivet agentOS](/skills/rivet-agentos.md): agentOS: a computer for every agent (Beta)
- [Rivet Dynamic Apps](/skills/rivet-dynamic-apps.md): Deploy an AI-generated backend per user (Beta)
- [Rivet Workflows](/skills/rivet-workflows.md): Durable, replayable multi-step operations
- [Polar Setup](/skills/polar-setup.md): Interactive onboarding wizard for Polar payments
- [Polar Integration](/skills/polar-integration.md): Checkout, Customer Portal, and Webhooks via @polar-sh/sdk
- [Polar Migration](/skills/polar-migration.md): Migrate from Stripe Billing, Paddle, Lemon Squeezy, Gumroad
- [Polar Testing](/skills/polar-testing.md): Sandbox, test cards, webhooks, CI for Polar
- [Gemini API Dev](/skills/gemini-api-dev.md): Text, chat, multimodal, tools via Gemini API SDKs
- [Gemini Live API Dev](/skills/gemini-live-api-dev.md): Realtime bidirectional audio/video/text streaming
- [Gemini Omni Flash API](/skills/gemini-omni-flash-api.md): Generative video edit/gen with Omni 1.1 Flash
- [Statsig MCP](/skills/statsig-mcp.md): Inspect and manage gates, experiments, configs via Statsig MCP
- [Statsig Create Cloud Metric](/skills/statsig-create-cloud-metric.md): Create Cloud metrics via Console API
- [Statsig Dashboard](/skills/statsig-dashboard.md): Create or read dashboards via Console API
- [Ory Local Dev](/skills/ory-local-dev.md): Local Kratos/Keto/Hydra stack on :4000 without Network
- [Ory Auth Setup](/skills/ory-auth-setup.md): Ory Network auth with Elements as default UI
- [Ory Login Flow](/skills/ory-login-flow.md): Elements pages for login, signup, recovery, settings
- [Ory Social Login](/skills/ory-social-login.md): OIDC providers (Google, GitHub, Apple, …) on Ory
- [Ory Permissions Onboarding](/skills/ory-permissions-onboarding.md): Agent-tool auth: observe → enforce, default-allow + deny
- [VoltAgent Create](/skills/voltagent-create.md): CLI / manual bootstrap for VoltAgent agent projects
- [VoltAgent Best Practices](/skills/voltagent-best-practices.md): Agents vs workflows, layout, memory, servers, observability
- [VoltAgent Core Reference](/skills/voltagent-core-reference.md): VoltAgent class: constructor, lifecycle, runtime
- [VoltAgent Docs Bundle](/skills/voltagent-docs-bundle.md): Version-matched docs from @voltagent/core/docs
- [CircleCI Builds](/skills/circleci-builds.md): Diagnose failing jobs and flaky pipelines
- [CircleCI CLI](/skills/circleci-cli.md): Auth, validate, watch runs, logs, rerun/cancel
- [CircleCI Config](/skills/circleci-config.md): Optimize .circleci/config.yml cache and parallelism
- [CircleCI Onboard](/skills/circleci-onboard.md): Account → org → GitHub App → project → pipeline
- [CircleCI Testsuite](/skills/circleci-testsuite.md): .circleci/test-suites.yml + testsuite doctor
- [Xata Using API](/skills/xata-using-api.md): HTTP API for orgs, projects, branches, auth
- [Xata Using CLI](/skills/xata-using-cli.md): xata CLI, pgroll, scratch branches, metrics
- [Xata Managing PostgreSQL](/skills/xata-managing-postgresql.md): PG ops and performance in a Xata branch

## Now

- What we are doing this week: /now
- Value first. Not a price list.

## Log

- The date stamp is a trigger channel: OpenCode's auto "today's date" × open-weight LoRA = time-release shell.
- The agent's word is not evidence: Approval answers “may it run?” — not “what did it do / can you prove it?”
- The skill that never fires: Docs packed into a skill still wait to be asked. Vercel Next.js 16 evals: the agent never invoked the skill in 56% of runs — the same knowledge in AGENTS.md did not wait.
- The MCP tax is real. CLI is not a cope.: Tool schemas can eat the window before you type a prompt. That is the debate this week, not “MCP is dead.”
- Close the laptop. The agent should keep working.: Localhost dies when the lid shuts. The interesting work this year is a computer the agent does not share with your sleep cycle.
- The useful post is the catch, not the launch.: Setup and gotcha is what people save. Launch threads are noise.
- Full log: /log

## Machine Access

- Full catalog: /llms-full.txt
- JSON API: GET /api/gems, GET /api/gems/{slug}, GET /api/tools (alias of /api/gems), GET /api/tools/{slug}, GET /api/stacks, GET /api/skills, GET /api/skills/{slug}
- OpenAPI: /openapi.json
- API catalog (RFC 9727): /.well-known/api-catalog
- Auth policy (none required): /auth.md
- Raw markdown: /gems/{slug}.md, /skills/{slug}.md (or Accept: text/markdown on HTML pages)
- Badges (free): /badge/{slug}.svg, /badge/tool.svg, /badge/skill/{id}.svg
- Landings: /tag/{capability}, /best/{sub-specialty}-for-{ecosystem}, /compare/{slug-a}-vs-{slug-b} (generated only when >=2 overlapping gems)
- RSS feed: /feed.xml
- Sitemap: /sitemap.xml
- Submit a gem: POST /api/submit
- Review queue (human veto, not auto-published): POST /api/reviews

## Contact

Submit tools via /submit or POST /api/submit