Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication; managing local cache; managing Hugging Face Buckets; running or scheduling jobs on Hugging Face infrastructure; managing Hugging Face repos; discussions and pull requests; browsing models, datasets and spaces; reading, searching, or browsing academic papers; managing collections; querying datasets; configuring spaces; setting up webhooks; or deploying and managing HF Inference Endpoints. Make sure to use this skill whenever the user mentions 'hf', 'huggingface', 'Hugging Face', 'huggingface-cli', or 'hugging face cli', or wants to do anything related to the Hugging Face ecosystem and to AI and ML in general. Also use for cloud storage needs like training checkpoints, data pipelines, or agent traces. Use even if the user doesn't explicitly ask for a CLI command. Replaces the deprecated `huggingface-cli`.
Research, write, and optionally publish exactly three field-direction bullets for a Papers With Code task page's `research_trends`, synthesizing recurring themes from recent major papers, current trending work, and widely reported benchmarks. Use this whenever the user asks where an AI/ML field is headed, wants key trends or techniques extracted from recent papers, asks to add/update the three bullets below a task description, or wants a concise AlphaXiv-style classic-versus-recent overview—even if they only provide a task-page URL or task name.
31522d agoReviewMountCreate a free account to mount
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication; managing local cache; managing Hugging Face Buckets; running or scheduling jobs on Hugging Face infrastructure; managing Hugging Face repos; discussions and pull requests; browsing models, datasets and spaces; reading, searching, or browsing academic papers; managing collections; querying datasets; configuring spaces; setting up webhooks; or deploying and managing HF Inference Endpoints. Make sure to use this skill whenever the user mentions 'hf', 'huggingface', 'Hugging Face', 'huggingface-cli', or 'hugging face cli', or wants to do anything related to the Hugging Face ecosystem and to AI and ML in general. Also use for cloud storage needs like training checkpoints, data pipelines, or agent traces. Use even if the user doesn't explicitly ask for a CLI command. Replaces the deprecated `huggingface-cli`.
Find and remove code that makes a codebase larger or harder to maintain without adding value. Use this skill whenever the user asks to clean up code, make code leaner or more concise, reduce bloat, remove unused or obsolete code, simplify overbuilt implementations, prune stale compatibility paths, or run a regular cleanup pass across a repo or folder. Trigger even if the user phrases it casually, such as "tidy this up", "trim dead code", "make this less bloated", or "look for stuff we can delete".
31522d agoReviewMountCreate a free account to mount
Papers with Code brand guidelines (colors, fonts, logo, layout, chart style, voice) taken from the paperswithcode.co website, plus the Pillow helpers that apply them. Use this whenever you create or restyle any Papers with Code visual or branded copy — X/social post images and charts, OG/share images, announcement cards, slides, report or dashboard graphics, diagrams, emails, or HTML pages meant to look like the site — even if the request only says "make an image/chart for the X post" or "make it look like our website". Not for paper thumbnails, which show the paper's own artwork (use create-thumbnail).
31522d agoReviewMountCreate a free account to mount
Papers With Code CLI (`pwc`) for searching and reading AI/ML papers, discovering recent and trending research, finding related work and paper lineage, browsing tasks, methods, conferences, organizations, frameworks, and benchmark leaderboards through the public Papers With Code catalog. Use whenever the user asks to find papers, survey literature, compare research, inspect an arXiv paper, explore AI/ML taxonomy or conferences, discover benchmarks or state-of-the-art models, or mentions Papers With Code, `pwc`, or the `pwc-cli`. Prefer this skill for grounded AI/ML research even when the user does not explicitly ask for a CLI command.
31522d agoReviewMountCreate a free account to mount
Safely inspect, deploy, roll back, clean, or change nginx for the Papers With Code production and staging environments through the installed immutable-release interfaces. Use this whenever a request mentions PwC deployment, release status, staging promotion, production cutover, rollback, release cleanup, deployed service lifecycle, nginx changes, or environment migration. Do not use it for ordinary local development, data curation, database migrations, CRON job diagnosis, or paper/task/benchmark operations.
31522d agoReviewMountCreate a free account to mount
(Also known as pwc-reply-issue.) Handle unread GitHub notifications for "Verify evals on Papers with Code" issues end-to-end. Apply author feedback to the catalog database, verify changes live, reply to authors, mark handled notifications read, and summarize with GitHub reply links. Also handles explicitly selected PwC catalog issues. Exclude Hugging Face artifact-hosting outreach and unrelated notifications unless explicitly requested.
31522d agoReviewMountCreate a free account to mount
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.
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 one file per ticket locally, or native blocking links on a real tracker.
Diagnose broken Hugging Face Gradio Spaces from their actual logs and pinned source, then prepare a minimal verified source fix as candidate files. Use for scheduled Space monitoring, BUILD_ERROR or RUNTIME_ERROR triage, Gradio and ZeroGPU failures, source analysis, and patch preparation. Read-only against the Hub - it never uploads, publishes, or restarts anything.
31459d agoReviewMountCreate a free account to mount
Papers With Code MCP tools for searching and reading AI/ML papers, discovering recent and trending research, finding related work and paper lineage, browsing tasks, methods, conferences, organizations, and frameworks, and inspecting benchmark leaderboards with model-size and metric filters through the public Papers With Code catalog. Use whenever the user asks to find papers, survey literature, compare research, inspect an arXiv paper, explore AI/ML taxonomy or conferences, discover benchmarks or state-of-the-art models, or mentions Papers With Code, the PwC MCP server, or paperswithcode.co/mcp.
21419d agoReviewMountCreate a free account to mount
Papers With Code CLI (`pwc`) for searching and reading AI/ML papers, discovering recent and trending research, finding related work and paper lineage, browsing tasks, methods, conferences, organizations, frameworks, and benchmark leaderboards, and submitting authenticated paper edits through the public Papers With Code catalog. Use whenever the user asks to find papers, survey literature, compare research, inspect an arXiv paper, explore AI/ML taxonomy or conferences, discover benchmarks or state-of-the-art models, or mentions Papers With Code, `pwc`, or `pwc-cli`.
21419d agoReviewMountCreate a free account to mount
Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-compatible local serving.
1127mo agoReviewMountCreate a free account to mount
Run one Autolab benchmark experiment safely on Hugging Face Jobs. Use when a planner, reviewer, or experiment worker is preparing, auditing, launching, or reviewing a single train.py hypothesis against the current local promoted master.
1127mo agoReviewMountCreate a free account to mount
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
How do I use one I find here?
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
What do the warnings mean?
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
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Hugging FacePipes a download into a shellSkill