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

The directory for
Claude Code skills

Stop hunting across scattered repos. Search by task and install the best prompts and orchestrators in one command.

46 skills159 installs
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Verify Frontend Change

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

loopsverificationfrontend
by @anthropics5
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Deep Research

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review with optional…

researchacademicproductivity
by @imbad02025
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Academic Pipeline

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage…

academicworkflowresearch
by @imbad02025
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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 @imbad02025
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Academic Paper

12-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style…

academicwritingresearch
by @imbad02025
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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 @Sorbh4
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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 @ComposioHQ4
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Meeting Insights Analyzer

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to…

meetingsanalyticscommunication
by @ComposioHQ5
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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 @ComposioHQ4
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Pdf

Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms…

pdfdocumentsoffice
by @anthropics5
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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 @anthropics5
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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 @anthropics4
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Docx

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings…

docxdocumentsoffice
by @anthropics5
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Skill Creator

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…

metaskill-creationproductivity
by @anthropics5
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Frontend Design

Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.

frontenddesignui
by @anthropics4
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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 @mattpocock4
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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 @mattpocock5
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Setup Pre Commit

Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time formatting/typechecking/testing.

productivitysetuppre
by @mattpocock4
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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 @mattpocock4
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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 @mattpocock2
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Git Guardrails Claude Code

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

productivitygitguardrails
by @mattpocock3
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Writing Great Skills

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

productivitywritinggreat
by @mattpocock2
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Teach

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

productivityteach
by @mattpocock3
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Grilling

Grill the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.

productivitygrilling
by @mattpocock3
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Grill Me

A relentless interview to sharpen a plan or design.

productivitygrill
by @mattpocock3
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Wayfinder

Plan a huge chunk of work — more than one agent session can hold — as a shared map of investigation tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

engineeringwayfinder
by @mattpocock2
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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 @mattpocock2
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To Tickets

Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker — edges as text in a local file, or native blocking links on a real tracker.

engineeringtickets
by @mattpocock3
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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 @mattpocock2
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Tdd

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.

engineeringtdd
by @mattpocock3
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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 @mattpocock3
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Resolving Merge Conflicts

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

engineeringresolvingmerge
by @mattpocock3
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Research

Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.

engineeringresearch
by @mattpocock2
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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 @mattpocock4
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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 @mattpocock3
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Implement

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

engineeringimplement
by @mattpocock4
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Grill With Docs

A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

engineeringgrilldocs
by @mattpocock2
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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 @mattpocock2
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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 @mattpocock3
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Codebase Design

Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.

engineeringcodebasedesign
by @mattpocock3
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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 @mattpocock3
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Ask Matt

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

engineeringaskmatt
by @mattpocock2
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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-ai2
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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-station3
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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 @mattpocock2
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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 @JuliusBrussee3