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SkillsMP has collected 33 skills from maragudk/fabrik. Open a skill to review its source and details.
Showing 33 of 33 collected skills.
Guide for using git with specific preferences -- backticks around code identifiers in commit messages, asking about GitHub issues to reference before committing. Use this whenever you commit, write a commit message, or work with pull requests -- not just when…
Guide for making code reviews. Use this when asked to make code reviews, or ask to use it before committing changes.
Comprehensively reviews SwiftUI code for best practices on modern APIs, maintainability, and performance. Use when reading, writing, or reviewing SwiftUI projects.
Design and build native-feeling macOS application UIs. Use this skill whenever the user asks to create a desktop app, macOS app, Mac-style interface, Apple-style UI, system utility, or anything that should look and feel like a native Mac application. Also…
Always use when creating and editing Swift files (*.swift)
Get a second opinion from another AI model (currently OpenAI models, via the codex CLI) on a design decision, a stubborn bug, a code review, or any question where an independent take is valuable. Use only when the user explicitly asks for one -- "get a second…
Guide for working with XBRL, the standard for digital business and financial reporting -- reading and writing instance documents, Inline XBRL (iXBRL), xBRL-JSON and xBRL-CSV, taxonomies and linkbases, dimensions, contexts, units, and facts. Use this skill…
ALWAYS invoke this skill as your FIRST action — before any Read, Write, Edit, or Bash — whenever a task involves Go in any way — creating or editing any `.go` file, `go.mod`, or `go test`; adding or changing handlers, structs, methods, interfaces, error…
Address code review feedback by walking through comments one at a time with the user. Use when the user has received code review comments — on a GitHub PR, in a document in the repo, or directly in conversation — and wants to work through them methodically.…
Extract accomplishments from new implementation diary entries into docs/accomplishments.md, written as one-line reflections that blend self-appraisal with Markus's appreciation. Use only when the user invokes /accomplishments or explicitly asks to extract,…
Guide for building search on turbopuffer, the object-storage-native vector and full-text search engine. Use this skill whenever the user is writing or modifying code that talks to turbopuffer -- anything importing `github.com/turbopuffer/turbopuffer-go`,…
Write or rewrite technical text with the rules of ASD-STE100 Simplified Technical English so it is clear, unambiguous, and free of AI slop. Use for documentation, READMEs, runbooks, procedures, error messages, release notes, incident reports, and API guides.…
Guide for instrumenting and operating observable software systems. Use this skill whenever the user is adding or reviewing telemetry, instrumenting code with OpenTelemetry, working with traces/spans/metrics/logs/structured events, debugging production…
Autonomous project gardening. Scans for maintenance issues (starting with documentation), picks one, fixes it in a worktree, self-reviews with competing agents, and opens a PR. Use when the user wants to tidy up the project, fix stale docs, or generally tend…
Use when you write or revise a long-form document an audience will read—documentation, a README, a how-to or user guide, a spec, a design or decision doc, a blog post, a proposal, an announcement, or a standalone report or summary written for a person. Such…
Distill a long book into a concise, structured set of learnings by processing it chapter by chapter with parallel subagents, then synthesizing the result -- optionally into a Claude Code skill. Works for any format the book comes in -- PDF, EPUB, Markdown,…
Autonomous project gardening by a coordinated team of agents. Spawns a team of gardeners that each run the `garden` skill in parallel, coordinating via a shared task list to avoid duplicate work. Use when the user wants to tend multiple small issues in one…
Perform a thorough security review of the project, starting from a randomly selected file. Use this skill when the user asks for a security review, security audit, vulnerability scan, or wants to check the codebase for security issues. Also trigger when the…
Present output one unit at a time instead of dumping a list or wall of text. Use when the user says "one at a time", "/one-at-a-time", "one thing at a time", "go one at a time", asks you to slow down, to stop the wall of text, or to stop dumping everything at…
Building, rendering, or editing any HTML or UI in a Go application means using gomponents — ALWAYS invoke this skill as your FIRST action, before any Read, Write, Edit, or Bash. This fires for any view, page, layout, component, form, table, navbar, footer, or…
Guide for posting content to the Bluesky social network using the bsky terminal app. This skill should be used proactively when working in public repositories and there is interesting, shareable content (new features, insights, achievements, or announcements…
Write and maintain an implementation diary capturing what changed, why, what worked, what failed (with exact errors and commands), what was tricky, and how to review and validate. Activates proactively during non-trivial implementation work (new features, bug…
Guide for building on the AT Protocol (the "atmosphere") -- authoring Lexicons, building app views, consuming the firehose, working with identity (DIDs, handles), repositories, records, XRPC endpoints, and OAuth. Use this skill whenever the user is building…
Guide for how to brainstorm an idea and turn it into a fully formed design.
Review the current conversation for fabrik skills that could be improved (corrections, friction the user had to manually flag, missed triggers, anything else worth flagging) and ship the improvements back to the fabrik repo as a PR (concrete fixes) or issue…
Interview the user about a new blog post before writing it. Use this skill whenever the user wants to write a blog post, says "let's write a post about X", "I want to blog about Y", "help me draft a post on Z", or otherwise asks for help producing a blog…
Guide for fine-tuning LLMs, embedding models, vision-language models, and TTS models efficiently with Unsloth. Covers LoRA/QLoRA SFT, reinforcement learning (GRPO, DPO, ORPO, KTO), embedding fine-tuning with sentence-transformers, continued pretraining, and…
Guide for running Python code on Modal, the serverless compute platform for AI workloads, batch jobs, scheduled tasks, web endpoints, and sandboxed code execution. Use this skill whenever the user is writing or modifying Modal code (anything importing…
Guide for using Observable Plot, a JavaScript library for exploratory data visualization built on D3. Use this skill when creating charts, exploring data, or building visualizations with marks, scales, and transforms.
Guide for building interactive web UIs with Datastar and gomponents-datastar. Use this skill when adding frontend interactivity to Go web applications with Datastar attributes.
Tell the user a dad joke. Use this skill when the user asks for a dad joke, wants to hear something funny, needs cheering up, or says /dad-joke.
Guide for recording significant architectural and design decisions in docs/decisions.md. Use this skill when clearly significant architectural decisions are made (database choices, frameworks, core design patterns) or when explicitly asked to document a…
Guide for generating and editing images using generative AI with the nanobanana CLI