CatalogPublic skills, independently analyzed

Skills worth trusting.

Agent skills from Anthropic, OpenAI, skills.sh, ClawHub, SkillsMP and other reputable sources. Savant assesses them for security risks and evaluates model-generated test cases using independent scoring. Workspaces import any skill into their own repositories through a reviewed pull request. Every listing on each hub is enumerated; packages are fetched, scanned and evaluated most-popular first as daily capacity allows.

76,265skills enumerated
12,642fetched
2457safety-scanned
174evaluated live
16validated
5960flagged for review
Review advised

awq-quantization

Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deploying large models (7B-70B) on limited GPU memory, when you need faster inference than GPTQ with better accuracy preservation, or for instruction-tuned and multimodal models. MLSys 2024 Best Paper Award winner.

skills.shorchestra-research961 installs
Review advised

paperclip

Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK. Supports source-scoped search, full-text grep, metadata SQL, map/reduce extraction, figure analysis, optional repositories and claim verification, and line-pinned citations. Use when a task names GXL paperclip, asks to install or authenticate it, or requests literature retrieval and evidence extraction through Paperclip.

skills.shk-dense-ai961 installs
Review advised

xmind

当用户要求"解析 xmind"、"打开思维导图"、"创建 xmind"、"新建思维导图"、"更新 xmind"、"修改思维导图"、"xmind 转 markdown"、"查看 xmind 内容"时,应使用此技能。此技能提供 XMind 思维导图文件的解析、创建和更新能力,支持 XMind 8 和 XMind Zen/2020+ 两种格式,并将内容转换为 Markdown 作为会话记忆,方便持续交流。

skills.shmitscherlich960 installs
Review advised

tailwind-capacitor

Guide to using Tailwind CSS in Capacitor mobile apps. Covers mobile-first design, touch targets, safe areas, dark mode, and performance optimization. Use this skill when users want to style Capacitor apps with Tailwind.

skills.shcap-go960 installs
Review advisedSecurity risk 21/100 · caution · medium

clip

OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for image search, content moderation, or vision-language tasks without fine-tuning. Best for general-purpose image understanding.

skills.shorchestra-research960 installs
Review advised

camsoda-downloader

Capture Camsoda streams and private sessions with automated recording features

skills.shserpdownloaders960 installs
Review advisedSecurity risk 0/100 · safe · low

chaturbate-downloader

Record Chaturbate streams automatically with model detection and quality selection

skills.shserpdownloaders960 installs
Review advised

skillshare-downloader

Save complete Skillshare classes with projects and resources

skills.shserpdownloaders960 installs
Review advised

nhentai-downloader

NHentai Downloader Browser Extension (Chrome, Firefox, Edge, Opera, Brave)

skills.shserpdownloaders960 installs
Review advised

fansly-live-downloader

Record Fansly live streams and download saved recordings as MP4 files for offline viewing.

skills.shserpdownloaders959 installs
Review advised

stockvault-downloader

Download free stock photos and graphics from Stockvault

skills.shserpdownloaders959 installs
Review advisedSecurity risk 0/100 · safe · low

udemy-video-downloader

Download complete Udemy courses with resources and subtitles

skills.shserpdownloaders959 installs
Review advised

redgifs-downloader

Download RedGifs content including HD videos and creator collections

skills.shserpdownloaders959 installs
Review advisedSecurity risk 0/100 · safe · low

sexchathu-downloader

Record SexChatHU live streams and download saved videos as MP4 files for offline viewing.

skills.shserpdownloaders959 installs
Review advised

open-video-downloader

Download open.video hosted content for convenient offline viewing and backup

skills.shserpdownloaders959 installs
Review advised

youporn-video-downloader

Download videos from Youporn for convenient offline viewing

skills.shserpdownloaders959 installs
Review advisedSecurity risk 0/100 · caution · low

nanogpt

Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).

skills.shorchestra-research959 installs
Review advised

entity-registry

Use when the user asks to "optimize entity presence", reconcile an entity identity, or update canonical Knowledge Graph facts; audits and maintains machine-facing identity, sameAs, schema, disambiguation, and AI-recognition evidence through the entities registry. Not for page-level AI-citation readiness - use geo-content-optimizer; not for human-facing brand canon - use narrative-registry. 实体注册/知识图谱

skills.shaaron-he-zhu959 installs
Review advised

instructor

Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library

skills.shorchestra-research958 installs
Review advised

whop-video-downloader

Download videos from your Whop classes and backup your hard work, save courses you've paid for, and enjoy offline

skills.shserpdownloaders958 installs
Review advised

wistia-video-downloader

Download Wistia-hosted videos embedded around the web for offline viewing

skills.shserpdownloaders958 installs
Review advisedSecurity risk 0/100 · safe · low

erome-downloader

Download Erome albums and videos with privacy protection and bulk support

skills.shserpdownloaders958 installs
Review advisedSecurity risk 0/100 · safe · low

terabox-downloader

Download from TeraBox cloud storage without limits or speed restrictions

skills.shserpdownloaders958 installs
Review advised

alpha-porno-downloader

Download videos from Alpha Porno

skills.shserpdownloaders958 installs
Review advisedSecurity risk 0/100 · safe · low

coomer-downloader

Coomer Downloader Browser Extension (Chrome, Firefox, Edge, Opera, Brave)

skills.shserpdownloaders958 installs
Review advised

stripchat-vr-downloader

Record Stripchat VR live streams and download saved VR videos as MP4 with metadata preserved.

skills.shserpdownloaders957 installs
Review advised

flirt4free-downloader

Record Flirt4Free live streams and download saved videos as MP4 files from your browser.

skills.shserpdownloaders957 installs
Review advised

tellatv-downloader

Download Tella videos, screen recordings, and presentations as MP4 files from Tella pages and supported embeds.

skills.shserpdownloaders957 installs
Review advisedSecurity risk 0/100 · safe · low

snapchat-video-downloader

Save Snapchat stories

skills.shserpdownloaders957 installs
Review advised

hentaihaven-downloader

HentaiHaven Downloader Browser Extension (Chrome, Firefox, Edge, Opera, Brave)

skills.shserpdownloaders957 installs
Review advised

justforfans-downloader

JustForFans Downloader Browser Extension (Chrome, Firefox, Edge, Opera, Brave)

skills.shserpdownloaders957 installs
Review advised

plaid-fintech

Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices.

skills.shsickn33957 installs
Review advised

chroma

Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from notebooks to production clusters. Use for semantic search, RAG applications, or document retrieval. Best for local development and open-source projects.

skills.shorchestra-research957 installs
Review advised

modal-serverless-gpu

Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling.

skills.shorchestra-research957 installs
Review advised

distributed-llm-pretraining-torchtitan

Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at scale from 8 to 512+ GPUs with Float8, torch.compile, and distributed checkpointing.

skills.shorchestra-research957 installs
Review advised

ontology-term-resolution

Resolves free-text scientific labels to ontology term IDs and validates existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also looks up prefixes in Bioregistry, resolves compact identifiers via Identifiers.org, maps lab shorthand with ZOOMA, and builds Ontobee term pages. Use whenever an ontology identifier must be produced or checked - annotating tissue, cell type, disease, phenotype, assay, chemical, organism, sex, or developmental stage fields; preparing metadata for GEO, ENA, BioSamples, CELLxGENE, HCA, or ISA-Tab submission; auditing a metadata table of term IDs; checking whether a term is obsolete and what replaced it; or deciding HPO vs HP. Triggers include "ontology term", "ontology ID", "CURIE", "controlled vocabulary", "UBERON", "CL:", "MONDO", "HPO", "EFO", "ChEBI", "NCBITaxon", "GO term", "PATO", "Zooma", "Bioregistry", "Identifiers.org", "Ontobee", "annotate this tissue/cell type/disease", and any request to emit or verify an identifier shaped like PREFIX:0001234.

skills.shk-dense-ai957 installs
Review advised

progressive-hydration

Teaches progressive hydration for prioritized client-side interactivity. Use when server-rendered pages have non-critical sections whose JavaScript can be deferred to improve Time to Interactive.

skills.shpatternsdev956 installs
Review advised

use-gateway

Integrate Circle Gateway to hold a unified USDC balance across multiple blockchains and transfer USDC instantly (<500ms) via permissionless deposit, burn, and mint workflows. Available on 11 EVM chains + Solana (mainnet and testnet), plus Arc (mainnet and testnet). Use when: enabling chain-agnostic user experiences, low-latency or instant next-block finality is required, capital needs to be pooled across chains for greater capital efficiency, or building apps with consolidated crosschain balances. Triggers on: Gateway, Gateway Wallet, Gateway Minter, gatewayMint, burn intent, unified balance, instant crosschain transfer.

skills.shcirclefin956 installs
Review advisedSecurity risk 0/100 · safe · low

bitdefender-total-security-malware-analysis

Analyze and understand malware distribution tactics, cracked software risks, and security threat detection patterns

skills.shreason-machines956 installs
Review advised

relational-database-mcp-cloudbase

[Deprecated] This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `queryMysqlDatabase`, `manageMysqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates. New environments should use PostgreSQL — see postgresql-development skill instead.

skills.shtencentcloudbase956 installs
Review advised

ashemaletube-downloader

AShemaleTube Downloader Browser Extension (Chrome, Firefox, Edge, Opera, Brave)

skills.shserpdownloaders956 installs
Review advised

cam4-downloader

Download Cam4 live streams and recorded videos -- capture any quality, save as MP4.

skills.shserpdownloaders956 installs
Review advised

tnaflix-video-downloader

Download TNAFlix videos from multiple tube sites in HD quality

skills.shserpdownloaders956 installs
Review advised

bongacams-downloader

Record and download Bongacams live streams and private shows automatically

skills.shserpdownloaders955 installs
Review advised

camscom-downloader

Record Cams.com live streams and save recorded videos as MP4 for offline viewing.

skills.shserpdownloaders955 installs
Review advised

brightcove-video-downloader

Download brightcove videos to your computer so you can watch them offline and have safe backups

skills.shserpdownloaders955 installs
Review advised

thisvid-downloader

Download ThisVid Videos & Save them to your computer | ThisVid Downloader Browser Extension (Chrome, Firefox, Edge, Opera, Brave)

skills.shserpdownloaders955 installs
Review advised

tokyomotion-downloader

TokyoMotion Downloader Browser Extension (Chrome, Firefox, Edge, Opera, Brave)

skills.shserpdownloaders955 installs