Claude skills and agent skills

Hugging FaceSkill

implement

huggingface/paperswithcode/.agents/skills/implement/SKILL.md

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

Often used withsetup-ts-deep-modules·ask-matt·loop-me

Hugging FaceSkill

lean-code-cleanup

huggingface/paperswithcode/.agents/skills/lean-code-cleanup/SKILL.md

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".

Hugging FaceReads credentialsSkill

port-evals-to-hub

huggingface/paperswithcode/.agents/skills/port-evals-to-hub/SKILL.md

Port Papers With Code evaluation results to Hugging Face Hub benchmark leaderboards (`benchmark:official` datasets) by opening `.eval_results/*.yaml` pull requests on model repos, then keep those PRs visible as ranks drift. Use this whenever the user asks which PwC evals can go to the Hub, to open eval-results PRs for model repos or rows of a candidate CSV, to "port", "migrate", or "push" evals from PwC or a paper/model card to an HF dataset leaderboard, to check why a Hub leaderboard lacks results PwC has, or to re-check, sweep, or clean up open eval-results PRs. Not for adding evals to PwC itself (use add-evals).

Hugging FaceReads credentialsSkill

process-x-bookmarks

huggingface/paperswithcode/.agents/skills/process-x-bookmarks/SKILL.md

Process the user's X (Twitter) bookmarks into Papers with Code: find every bookmarked post that announces a paper, index missing arXiv papers, add non-arXiv releases as external papers, enrich each paper (code, project page, HF artifacts, tags, thumbnail), add its evaluation results to existing leaderboards, and link the announcement thread to the paper's X threads section. Use whenever the user asks to check, sweep, triage, or process their X/Twitter bookmarks, or to make sure bookmarked paper tweets are indexed, enriched, evaluated, or have their X threads added.

Hugging FaceSkill

pwc-brand

huggingface/paperswithcode/.agents/skills/pwc-brand/SKILL.md

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).

Hugging FaceReads credentialsSkill

pwc-chat-health

huggingface/paperswithcode/.agents/skills/pwc-chat-health/SKILL.md

Audit the health and answer quality of Papers With Code production research chat (paperswithcode.co/chat) over a time window — turn failures and their root causes, time to first event and total latency, provider calls, MCP tool errors, catalog misses, execution-limit hits, scope refusals, web-search budget, capacity 429s, feedback, and a sampled read of real answers. Use this whenever the user asks to review, audit, or check production chats, chat health, chat errors, chat latency, what users ask the chat, which tasks or methods the chat could not find, or whether a chat fix worked in traffic — even if they only mention one suspicious failure. Do not use it for staging chat qualification or to change chat configuration.

Hugging FaceSkill

pwc-cli

huggingface/paperswithcode/.agents/skills/pwc-cli/SKILL.md

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.

Hugging FaceReads credentialsSkill

pwc-cron-health

huggingface/paperswithcode/.agents/skills/pwc-cron-health/SKILL.md

Thoroughly audit the health of every Papers With Code production CRON job shown on the admin dashboard, including scheduler execution, logs, locks, durable data freshness, backlog completeness, semantic correctness, and bounded comparisons with upstream sources. Use this whenever a user asks whether PwC CRONs, scheduled imports, citations, GitHub stars, trending scores, leaderboard syncs, embeddings, thumbnails, daily paper enrichment, taxonomy linkers, or the admin CRON dashboard are healthy—even if they only mention one suspicious stale dataset. Do not use a green dashboard status or fresh timestamp as sufficient proof.

Hugging FaceSkill

pwc-deploy

huggingface/paperswithcode/.agents/skills/pwc-deploy/SKILL.md

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.

Hugging FaceReads credentialsSkill

remote-paper-curation

huggingface/paperswithcode/.agents/skills/remote-paper-curation/SKILL.md

Safely curate one Papers With Code paper from a remote Hugging Face Job without direct database access.

Hugging FaceSkill

reply-github-issue

huggingface/paperswithcode/.agents/skills/reply-github-issue/SKILL.md

(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.

Hugging FaceSkill

resolve-model-paper

huggingface/paperswithcode/.agents/skills/resolve-model-paper/SKILL.md

Resolve one trending Hugging Face model repository, or one release-radar signal, to a canonical paper or reject it as non-novel repackaging.

Hugging FaceReads credentialsSkill

review-submissions

huggingface/paperswithcode/.agents/skills/review-submissions/SKILL.md

Review the outstanding community submissions queue at paperswithcode.co/submissions and approve or reject each one — new external papers, new tasks/methods/benchmarks/metrics/conferences/organizations, and paper edits held back from auto-approval. Use whenever the user asks to go over, triage, clear, review, approve, or reject submissions, pending edits, the submission queue, or user suggestions, even if they only paste the /submissions URL. Verifies each submission against the catalog and its source, creates taxonomy entities that deserve to exist, records decisions with a reason the submitter sees, and checks the result live.

Hugging FaceReads credentialsSkill

s2-cli

huggingface/paperswithcode/.agents/skills/s2-cli/SKILL.md

Semantic Scholar CLI (`s2`) for on-demand citation graph lookup: papers a work cites, papers that cite a work, and graph search across 200M+ papers. Use whenever the user asks for Semantic Scholar, S2, cited papers, references, bibliography, citing papers, citation count from Semantic Scholar, or papers that may not be in the local Papers With Code catalog. Prefer `s2` over curl or ad-hoc Graph API requests. `pwc search` is the local catalog only; `s2 search` is the broader Semantic Scholar graph.

Hugging FaceSkill

skill-creator

huggingface/paperswithcode/.agents/skills/skill-creator/SKILL.md

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.

Often used withtaskflow-inbox-triage·mermaid-diagram-generator·ecosystem-reference

Hugging FaceReads credentialsSkill

sync-takezaki-papers

huggingface/paperswithcode/.agents/skills/sync-takezaki-papers/SKILL.md

Sync the papers Shumpei Takezaki (@shumpeiMaxwell on X) posts about into Papers with Code: read his recent posts, index every missing arXiv paper (and the arXiv version of journal papers), enrich each paper (code, project page, HF artifacts, tags, thumbnail), add its evaluation results to existing leaderboards, merge external/arXiv duplicates, and link his explainer thread to each paper's X threads section. Use whenever the user asks to check, sync, sweep, or process Shumpei's / Takezaki's / @shumpeiMaxwell's recent tweets or papers, or asks whether the papers he posted are indexed, enriched, or have evals. Also works for another curator account via --handle.

Hugging FaceSkill

to-tickets

huggingface/paperswithcode/.agents/skills/to-tickets/SKILL.md

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.

Often used withsetup-ts-deep-modules·to-questionnaire·claude-handoff

Hugging FaceReads credentialsSkill

update-ai-deadlines

huggingface/paperswithcode/.agents/skills/update-ai-deadlines/SKILL.md

Update, audit, or fix the AI conference deadlines on paperswithcode.co/ai-deadlines. The database is the source of truth, kept current by off-box Claude research agents (weekly and daily sweeps on Hugging Face Jobs). Use whenever the user asks to update or refresh the deadlines page, check whether deadlines are current or missing, add a newly announced conference edition or call for papers, research specific conferences now, apply a finished sweep early, fix a wrong deadline, or investigate why a conference is missing or stale on /ai-deadlines — even when they mention the old huggingface/ai-deadlines repo. Not for conference pages and accepted-paper imports (use add-conference).

Hugging FaceReads credentialsSkill

verify-evals

huggingface/paperswithcode/.agents/skills/verify-evals/SKILL.md

Audit and verify evaluation rows on a paperswithcode benchmark leaderboard for apples-to-apples comparability. Use this whenever the user asks to verify, audit, check, validate, or clean up evals on a benchmark page — e.g. "verify all evals on ScanNet", "are these leaderboard scores correct?", "check the benchmark page", "audit evals added with add-evals", or after bulk imports before trusting rankings. Also use proactively when reviewing a leaderboard that mixes splits, metrics, evaluation setups, incorrect open/closed-source tags, or shows the same model twice under different variant names (keep only each model's best eval per paper). Cross-check each row against its cited paper, model card, or README using the hf-cli skill; compare against add-evals import rules to spot rows that should be deleted, corrected, or re-sourced — including whether is_open matches evidence of public weights.

Hugging FaceReads credentialsSkill

s2-cli

huggingface/paperswithcode/clis/s2_cli/SKILL.md

Semantic Scholar CLI (`s2`) for on-demand citation graph lookup: papers a work cites, papers that cite a work, and graph search across 200M+ papers. Use whenever the user asks for Semantic Scholar, S2, cited papers, references, bibliography, citing papers, citation count from Semantic Scholar, or papers outside a local catalog. Prefer `s2` over curl or ad-hoc Graph API requests.