Same models for everyone. The edge is how you use them.

The directory for
Claude Code skills

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Community-built prompts and orchestrators, organised around the work you need Claude Code to do.

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skill

Algorithmic Art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.

anthropic-authoredanthropicsalgorithmic
by @anthropics 35
skill

To Spec

Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.

engineeringspec
by @mattpocock 59
skill

Product Image Processor

Download, resize, and remove backgrounds from product images at scale

architecturealpacalabsllcproduct
by @AlpacaLabsLLC 23
skill

Sif To Csv

Convert a SIF (Standard Interchange Format) file to a clean, readable CSV or Google Sheet.

architecturealpacalabsllcsif
by @AlpacaLabsLLC 25
skill

Ask Matt

Ask which skill or flow fits your situation. A router over the skills in this repo.

engineeringaskmatt
by @mattpocock 41
skill

Product Pair

Suggest complementary products that pair well with a given item — side tables for sofas, task lights for desks, etc.

architecturealpacalabsllcproduct
by @AlpacaLabsLLC 24
skill

Prototype

Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.

engineeringprototype
by @mattpocock 46
skill

Handoff

Compact the current conversation into a handoff document for another agent to pick up. Captures decisions, constraints, and file references without lossy summarisation.

handoffcontext-engineeringproductivity
by @mattpocock 41
skill

Intent Layer

Set up hierarchical Intent Layer (AGENTS.md files) for codebases. Use when initializing a project, adding context infrastructure, setting up AGENTS.md, or scaffolding AI-friendly project documentation.

context-engineeringdocumentationproductivity
by @crafter-station 40
skill

Setup Matt Pocock Skills

Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.

engineeringsetupmatt
by @mattpocock 44
skill

Spec Writer

CSI outline specification writer — takes a materials or products list and generates structured specs with MasterFormat divisions, performance criteria, and acceptable manufacturers.

architecturealpacalabsllcspec
by @AlpacaLabsLLC 23
skill

Domain Modeling

Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.

engineeringdomainmodeling
by @mattpocock 41
skill

Nyc Hpd

Look up HPD violations, complaints, and building registration for residential buildings.

architecturealpacalabsllcnyc
by @AlpacaLabsLLC 15
skill

Slide Deck Generator

Generate a polished HTML slide deck from a topic, outline, or data. Outputs a self-contained .html file with keyboard/touch navigation, responsive typography, and the ALPA (Alpaca Labs) design system — Helvetica, editorial layout, clean white backgrounds.

architecturealpacalabsllcslide
by @AlpacaLabsLLC 24
skill

Resolving Merge Conflicts

Use when you need to resolve an in-progress git merge/rebase conflict.

engineeringresolvingmerge
by @mattpocock 34
skill

Web Artifacts Builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui).

anthropic-authoredanthropicsweb
by @anthropics 29
skill

Caveman

Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user needs terse responses or invokes /caveman.

token-optimizationbrevitycommunication
by @JuliusBrussee 43
skill

Edit Article

Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an article draft.

personaleditarticle
by @mattpocock 48
skill

Xlsx

Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data)…

xlsxspreadsheetsoffice
by @anthropics 40
skill

History

Neighborhood context and history — adjacent uses, architectural character, landmarks, commercial activity, and planned development from an address.

architecturealpacalabsllchistory
by @AlpacaLabsLLC 17
skill

Nyc Dob Violations

Look up open and resolved DOB and ECB violations for any NYC building, with class, status, and penalty detail. Use when the user asks whether a building has violations, stop-work orders, or outstanding ECB penalties. NYC only; for housing-code violations use /nyc-hpd.

architecturealpacalabsllcnyc
by @AlpacaLabsLLC 19
skill

Content Research Writer

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

writingresearchcontent
by @ComposioHQ 43
skill

Interview Me

Deep-dive spec interviewer. Reads a file or requirement, analyzes it against the codebase, then conducts a rigorous 1-on-1 interview using AskUserQuestion to produce a comprehensive, opinionated specification document. Acts as a collaborative architect with active pushback.

engineeringspecificationrequirements
by @Sorbh 35
skill

Canvas Design

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece.

anthropic-authoredanthropicscanvas
by @anthropics 31
skill

Writing Great Skills

Reference for writing and editing skills well — the vocabulary and principles that make a skill predictable.

productivitywritinggreat
by @mattpocock 40
skill

Obsidian Vault

Search, create, and manage notes in the Obsidian vault with wikilinks and index notes. Use when user wants to find, create, or organize notes in Obsidian.

personalobsidianvault
by @mattpocock 49
skill

Migrate To Shoehorn

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.

productivitymigrateshoehorn
by @mattpocock 37
skill

Scaffold Exercises

Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.

productivityscaffoldexercises
by @mattpocock 40
skill

Triage

Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.

engineeringtriage
by @mattpocock 37
skill

Implement

Implement a piece of work based on a spec or set of tickets.

engineeringimplement
by @mattpocock 37
skill

Improve Codebase Architecture

Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.

engineeringimprovecodebase
by @mattpocock 39
skill

Verify Frontend Change

Verify any UI change end-to-end before declaring it done.

loopsverificationfrontend
by @anthropics 43
skill

Teach

Teach the user a new skill or concept, within this workspace.

productivityteach
by @mattpocock 38
skill

Competitive Report Structure

Use after benchmark-methodology has produced scored competitor profile cards. Assembles findings into a decision-grade report: landscape map, competitor profiles, benchmarking matrix, white-space analysis, strategic recommendations, and team alignment trigger questions.

eccaffaan-mcompetitive
by @affaan-m 13
skill

Decision

Capture a project decision as an ADR-style record in decisions/NNNN-slug.md — context, options considered, the call, consequences, status.

architecturealpacalabsllcdecision
by @AlpacaLabsLLC 16
skill

Karpathy Guidelines

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

behaviorcode-reviewproductivity
by @multica-ai 35
skill

Diagnosing Bugs

Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.

engineeringdiagnosingbugs
by @mattpocock 43
skill

Code Review

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel…

engineeringcodereview
by @mattpocock 39
skill

Twitter Algorithm Optimizer

Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.

twittercontentoptimization
by @ComposioHQ 38
skill

Claude API

Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.

anthropic-authoredanthropicsclaude
by @anthropics 38
skill

Pptx

Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file (even if the extracted content will be used elsewhere, like in…

pptxpresentationsoffice
by @anthropics 41
skill

Academic Paper Reviewer

Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic…

academicreviewresearch
by @imbad0202 44
skill

Doc Coauthoring

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content.

anthropic-authoredanthropicsdoc
by @anthropics 34
skill

Obsidian Bases

Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

obsidiankepanobases
by @kepano 26
skill

Dispatching Parallel Agents

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

superpowersobradispatching
by @obra 16
skill

JSON Canvas

Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions Canvas files in Obsidian.

obsidiankepanojson
by @kepano 21
skill

Nyc Bsa

Look up Board of Standards and Appeals (BSA) variances and special permits for any NYC property. Use when checking whether a lot carries zoning relief — variances, special permits, appeals — that modifies its as-of-right envelope.

architecturealpacalabsllcnyc
by @AlpacaLabsLLC 17
skill

Receiving Code Review

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

superpowersobrareceiving
by @obra 24
From intent to installed

One path from task to working skill

Spellbook replaces repo hunting with a repeatable flow: search in the language of the job, inspect the skill, then install it.

install
npx skills add spellbook/<skill>
01 · Search

Describe the task, not the package name.

02 · Inspect

Review the prompt, author, and intended trigger.

03 · Install

Bring the skill into your workflow in one command.