skills

Write a self-contained specification for a software project or feature. Target self-hosted web apps, static sites, CLIs, or mixed systems.

Design or review relational database schemas and related Python persistence models for self-hosted CRUD applications on PostgreSQL or CloudNativePG. Use this whenever the user mentions tables, models, SQLAlchemy, SQLModel, Alembic, Pydantic, entities, relationships, constraints, indexes, soft deletes, audit logs, multitenancy, or schema migrations. Use it before creating new CRUD features, endpoints, admin screens, or API models that will need storage, even if the user does not ask for "schema design" explicitly, because early database choices are expensive to reverse.

Review the UI code of self-hosted web apps for usability, accessibility, responsiveness, and implementation quality. Use this whenever the user asks to review a web UI, audit accessibility, check UX, inspect frontend code, or evaluate the design of a static site, server-rendered app, dashboard, admin panel, internal tool, settings page, data table, form flow, or CRUD interface. Use it even when the user does not say "design review" explicitly but is clearly asking whether an app screen, admin surface, or operational workflow is clear, usable, responsive, and production-ready.

Integrate with a running Shot Scraper API instance to request screenshots, poll queued jobs, fetch image responses, inspect queue and URL stats, or delete cached shots. Use this whenever the user mentions shots, shot-scraper-api, screenshot generation over HTTP, `/shot`, `/shot/async`, `/shot/blocking`, `/trigger/shot`, `/job/{job_id}`, or wants to wire another service, script, or app to screenshot endpoints, even if they only describe the workflow and do not name the API.

Build, debug, port, review, and publish Terraria mods with tModLoader. Use this whenever the user mentions Terraria modding, tModLoader, ModItem, ModProjectile, ModNPC, ModSystem, build.txt, Workshop publishing, ExampleMod, Mod.Call, cross-mod compatibility, Build + Reload, Edit and Continue, or hot reload for a Terraria mod, even if they do not explicitly say "tModLoader."

Integrate downstream apps with `hlab-auth` using the supported v1 trust model, and guide least-privilege operational automation around apps, groups, roles, and tokens. Use this whenever the user wants to protect an app or internal tool with `hlab-auth`, Traefik `ForwardAuth`, trusted `X-Hlab-*` headers, reverse-proxy auth, app-local role mapping, homelab SSO around `hlab-auth`, or a narrowly scoped agent credential for app-related changes, even if they do not explicitly ask for an "integration skill." Also use it when the request sounds like OIDC or SAML with `hlab-auth`, so you can classify that expectation early and redirect to the supported proxy-header model or clearly explain the v1 limitation.

Build, refactor, or review command-line interfaces and terminal applications using human-first CLI design. Use this whenever the user mentions a CLI, command, subcommand, flags, options, arguments, help text, shell completion, stdout vs stderr, JSON or plain output, prompts, confirmations, config files, environment variables, exit codes, terminal UX, or a TUI. Prefer this skill for Python CLIs with Typer, for Go CLIs with Cobra or the standard library `flag` package, and for Go terminal UX using Charm tools such as Bubble Tea, Lip Gloss, Huh, and Charm Log. Use it even when the user does not say "CLI" explicitly but is clearly asking for a command-line tool, terminal workflow, or command-driven automation surface.

Upload files to Dropper with curl. Use this skill when the user wants to send a local file to https://dropper.waylonwalker.com/upload, check the response, or debug a failed upload. This should trigger whenever the task involves Dropper uploads, even if the user only mentions a file path and not the service name.

Prevents generic AI/Codex UI patterns when generating frontend code. Use this skill whenever generating HTML, CSS, React, Vue, Svelte, or any frontend UI code to enforce clean, human-designed aesthetics inspired by Linear, Raycast, Stripe, and GitHub instead of typical AI-generated UI.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.