Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
49,404 skills from 2,375 repositories · updated 7 minutes ago
48,357 skills
- nanoresearch-planningOpenRaiser/NanoResearchProduce an experiment blueprint from a research hypothesisPlanningNo warnings★ 1.3K↓ —
- review-fix-signoff-loopAgentWorkforce/relayUse when writing Agent Relay or Ricky workflows that must loop review, fix, and validation with fresh agent context until independent signoff agents, typically Claude and Codex, both agree the work is comprehensively complete. Covers fresh-context iterations, repairable gates, dual reviewer verdict contracts, iteration-count reporting, PR signoff comments, and blocked-state handling.EngineeringNo warnings★ 1.1K↓ —
- product-discoveryUpdatedalirezarezvani/claude-skillsValidate product ideas: map assumptions, plan discovery sprints, test problem-solution fit. Use whenever the user asks if an idea is worth building.TestingNo warnings★ 29.2K↓ —
- adhd-output-stylefcakyon/claude-codex-settingsThis skill should be used when the user asks for "ADHD output", "fewer output tokens", "short numbered steps", "limited working memory formatting", or explicitly invokes "adhd-output-style".ProductivityNo warnings★ 1.2K↓ —
- discovery-eyesmohitagw15856/pm-claude-skillsRead your team's messages the way opposing counsel would in litigation discovery — prevention training that makes communication hygiene visceral. Use when asked how would our Slack look in discovery, train my team on communication hygiene, review this thread like a plaintiff's lawyer, or what shouldn't we put in writing. Produces the highlighted-exhibit reading of sample messages, the patterns that create legal risk, and a debrief with the write-it-this-way rules — strictly for prevention, never for concealment.LegalNo warnings★ 1.5K↓ —
- minutes-searchsilverstein/minutesSearch past meeting transcripts and voice memos for specific topics, people, decisions, or ideas. Use this whenever the user asks "what did we discuss about X", "find that meeting where we talked about Y", "what did Alex say", "did we decide on", "what was that idea about", or any question that could be answered by searching their meeting history. Also use for "do I have any notes about" or "check my meetings for".PlanningNo warnings★ 1.6K↓ —Also in 1 other repo
- asc-aso-auditrorkai/app-store-connect-cli-skillsRun an offline ASO audit on canonical App Store metadata under `./metadata` and surface keyword gaps using Astro MCP. Use after pulling metadata with `asc metadata pull`.OtherNo warnings★ 1.1K↓ —
- paper-search-usagefcakyon/claude-codex-settingsThis skill should be used when the user asks to "search for papers", "find research papers", "search arXiv", "search PubMed", "look up a DOI", "download a paper", "search IEEE", or "search Scopus".ScienceNo warnings★ 1.2K↓ —
- relay-80-100-workflowAgentWorkforce/relayUse when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates, review-depth fresh-eyes review/fix loops with test hardening, PGlite for in-memory Postgres testing, mock sandbox patterns, test-fix-rerun loops, verify gates after every edit, and the full lifecycle from implementation through passing tests to commit.ProductivityNo warnings★ 1.1K↓ —
- videohashgraph-online/awesome-codex-pluginsUse when a brief has to become a film. Turns a one line ask into a Claude Design prompt written in the animations-v3 engine's own language, plus the built piece.jsx and a contact sheet to look at before anyone renders. Covers reference roles, the kit, the storyboard gate, the motion floor, and the verification commands. Do not use for backend work, UI design, or marketing copy alone.MediaNo warnings★ 1.5K↓ —
- research-financealirezarezvani/claude-skillsUse for R&D program money: multi-period budgets with indirect cost split, burn and runway against milestones, or capitalize vs expense routing. Runs program_budget_planner.py, burn_runway_tracker.py and capex_vs_opex_router.py.ScienceNo warnings★ 29.2K↓ —
- nejm-submissionbrycewang-stanford/Awesome-Journal-SkillsUse as the final preflight before submitting to NEJM — a complete clinical checklist across significance, registration, reporting guidelines, abstract, statistics, display items, ethics, references, and required files. Bundles a checklist and a clinical cover-letter template.ScienceNo warnings★ 1.4K↓ —
- relay-80-100-workflowAgentWorkforce/relayUse when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works, tested E2E locally." Includes repair-before-failure validation gates, review-depth fresh-eyes review/fix loops with test hardening, PGlite for in-memory Postgres testing, mock sandbox patterns, test-fix-rerun loops, verify gates after every edit, and the full lifecycle from implementation through passing tests to commit.ProductivityNo warnings★ 1.1K↓ —
- rate-cardmohitagw15856/pm-claude-skillsBuild a consulting/freelance rate card and pricing structure — and the floor rate to not go broke. Use when asked to set freelance/consulting rates, build a rate card, decide what to charge, package services, or move off hourly billing. Produces a rate card — your minimum viable rate (from real targets), tiered packages, pricing models (hourly/day/project/retainer/value), and how to present and defend it.OtherNo warnings★ 1.5K↓ —
- yc-readerhimself65/finance-skillsLook up Y Combinator companies and batches from the public yc-oss API, a static JSON dataset refreshed daily: company profiles, batch rosters (e.g. W25, S24), companies by industry or tag, top companies, who is hiring, founder-diversity lists, and overall YC stats. Use this skill whenever the user asks about YC-backed startups, a YC batch, YC companies in a sector or tag or that are hiring, the Y Combinator portfolio, or startup and venture research that draws on YC data. Read-only.ScienceNo warnings★ 3.5K↓ —
- cash-watchmohitagw15856/pm-claude-skillsSet up a proactive agent to watch a small business's cash every day across Stripe, QuickBooks or Xero and the bank feed: today's cash position, money due in and out this week, failed payments, new disputes and the runway line, with clear rules for what interrupts you and what waits for the morning brief. Use when asked to have my agent keep an eye on cash, daily cash check for Duet, alert me about failed payments or disputes, watch my runway, or monitor Stripe and QuickBooks for me. Produces the watch definition (sources, checks, thresholds), the interrupt and brief rules, the daily cash lines in a fixed format, and the drafts the agent may prepare.OtherNo warnings★ 1.5K↓ —
- asc-localize-metadatarorkai/app-store-connect-cli-skillsAutomatically translate and sync App Store metadata (description, keywords, what's new, subtitle) to multiple languages using LLM translation and asc CLI. Use when asked to localize an app's App Store listing, translate app descriptions, or add new languages to App Store Connect.EngineeringNo warnings★ 1.1K↓ —
- quote-cardmohitagw15856/pm-claude-skillsPull the single most shareable quote out of a testimonial, review, interview, or long text and format it as a clean quote card. Use when asked to make a pull-quote, testimonial graphic, or 'quote card' for social/marketing. Produces a tightly-edited quote with attribution and 2-3 alternates, structured to look great exported as a PNG from the playground.MarketingNo warnings★ 1.5K↓ —
- rfc-writermohitagw15856/pm-claude-skillsWrite an engineering RFC (Request for Comments) for a technical decision, architectural change, or significant implementation approach. Use when asked to write an RFC, document a technical proposal, create a design doc, write an architecture decision for review, or produce a technical specification for team feedback. Produces a complete RFC document covering problem statement, motivation, proposed solution, alternatives rejected, implementation plan, migration plan, security and performance implications, observability changes, rollout plan, and open questions.WritingNo warnings★ 1.5K↓ —
- jd-decodermohitagw15856/pm-claude-skillsDecode a job description to find what they actually want beneath the buzzwords. Use when asked to analyse a job description, decode a JD, assess fit for a role, or figure out what a posting really means before applying. Produces a decode — the real must-haves vs. nice-to-haves, hidden priorities & culture signals, red flags, an honest fit assessment, and the exact phrases to mirror in your application.OtherNo warnings★ 1.5K↓ —
- email-triagemohitagw15856/pm-claude-skillsTriage a Gmail inbox down to only what needs you. Use when asked to triage email, clear an inbox, find what needs a reply, or summarise recent mail. Produces a prioritised list of items needing action — replies, decisions, follow-ups — for a configurable window (default last 8 hours), filtering out receipts, notifications, and newsletters.ProductivityNo warnings★ 1.5K↓ —
- media-pitchmohitagw15856/pm-claude-skillsWrite a media pitch or press outreach email for any story or announcement. Use when asked to write a media pitch, journalist outreach email, press pitch, or story angle for PR. Produces a concise pitch with a compelling news angle, journalist-specific hook, and clear call to action.WritingNo warnings★ 1.5K↓ —
- train-sentence-transformershuggingface/skillsTrain or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder, dense or static embedding model for retrieval, similarity, clustering, classification, paraphrase mining, dedup, multimodal), `CrossEncoder` (reranker, pair scoring for two-stage retrieval / pair classification), `SparseEncoder` (SPLADE, sparse embedding model for learned-sparse retrieval), and `MultiVectorEncoder` (ColBERT / late-interaction, per-token embeddings scored with MaxSim). Covers loss selection, hard-negative mining, evaluators, distillation, LoRA, Matryoshka, and Hugging Face Hub publishing. Use for any sentence-transformers training task.OfficialProductivityNo warnings★ 11.3K↓ —
- huggingface-paper-publisherhuggingface/skillsPublish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research articles.OfficialScienceNo warnings★ 11.3K↓ —
huggingface-vision-trainer
huggingface/skills
OfficialMediaUpdated 4 days ago
From the author
Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 — plus any Transformers classifier), and SAM/SAM2 segmentation using Hugging Face Transformers on Hugging Face Jobs cloud GPUs. Covers COCO-format dataset preparation, Albumentations augmentation, mAP/mAR evaluation, accuracy metrics, SAM segmentation with bbox/point prompts, DiceCE loss, hardware selection, cost estimation, Trackio monitoring, and Hub persistence. Use when users mention training object detection, image classification, SAM, SAM2, segmentation, image matting, DETR, D-FINE, RT-DETR, ViT, timm, MobileNet, ResNet, bounding box models, or fine-tuning vision models on Hugging Face Jobs.
Install
npx skills add huggingface/skills --skill huggingface-vision-trainer -a claude-code
Installs to .claude/skills/huggingface-vision-trainer/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Runs bundled scriptsNo network use seenLicence: APACHE-2.0
Safety checks on SKILL.md
- Ships scripts we have not reviewedLow
Why 88
Security85
Provenance100
Maintenance100
Licence100
Adoption63
Files (12)
- SKILL.md
- references/finetune_sam2_trainer.md
- references/hub_saving.md
- references/image_classification_training_notebook.md
- references/object_detection_training_notebook.md
- references/reliability_principles.md
- references/timm_trainer.md
- scripts/dataset_inspector.py
- scripts/estimate_cost.py
- scripts/image_classification_training.py
- scripts/object_detection_training.py
- scripts/sam_segmentation_training.py