AI Ml AI Skills
4,774 open-source AI Ml AI skills that teach any AI model a new workflow.
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Nemoclaw Setup
Install and configure NVIDIA NemoClaw (sandboxed OpenClaw agent platform) on Linux. Handles cloudflared tunnels, Docker cgroup fixes, OpenShell, sandbox creation, remote access via Cloudflare Tunnel,…
Google Drive Skill
Upload, download, list, and share Google Drive files. Supports folders, file search, and permission management.
Cowork Hiring Screener
Point Cowork at a folder of resumes plus a job description -- screens every candidate against the actual requirements, produces a ranked shortlist with evidence, drafts advance/decline emails, and…
Telnyx Numbers Compliance Javascript
Manage regulatory requirements, number bundles, supporting documents, and verified numbers for compliance. This skill provides JavaScript SDK examples.
Git Workflow
Essential Git patterns for effective version control, eliminating redundant Git guidance per agent.
Cometchat Flutter V6 Troubleshooting
Diagnose a broken CometChat Flutter integration — blank screens, unbounded-height crashes, lists that don't fill, login and Region failures, calls that never ring, push that never arrives, and v5…
Generic Code Reviewer
Review code for bugs, security vulnerabilities, performance issues, accessibility gaps, and CLAUDE.md workflow compliance. Supports any tech stack - HTML/CSS/JS, React, TypeScript, Node.js, Python,…
Animation Principles Refresher
Use when an experienced animator needs a quick reminder of the 12 principles without basic explanations
Subagent Prompt
Produce a comprehensive prompt that hands off the current session's work to a fresh session for sub-agent-orchestrated execution. Use when the user wants to execute discussed/planned work in a new…
Nexus
Orchestrating multi-specialist task chains and scope-adaptive product delivery: classifies intent, selects and executes the minimum viable chain, aggregates results, and verifies acceptance criteria.…
Mobile Development
Configure ServiceNow Mobile (Now Mobile/Agent) — sys_sg_mobile_app screens, card builders, push notifications, offline sync rules, mobile actions for barcode/GPS, and offline-queue change processing.
Capgo Organization Management
Guides the agent through Capgo account lookup and organization administration. Use when listing organizations, managing members, changing security settings, or working with organization-level CLI…
Deprecation And Migration
Plan deprecation and migration of systems, APIs, and production schemas, including expand-contract changes with compatibility and rollback requirements.
Agentic Engineering
評価ファースト実行、分解、コスト対応モデルルーティングを使用してエージェニックエンジニアとして動作します。
Azure Developer Cli
Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform under infra, AZD…
Analyzing Network Packets With Scapy
Use Scapy to craft, send, sniff, and dissect TCP/UDP/ICMP/DNS packets, analyze pcap files, implement SYN scans, and detect anomalous traffic such as fragmented or malformed packets. Use when…
Teach
Interactive voice-narrated tutorial on whatever the current conversation is about — teaches the topic beat by beat with ASCII diagrams in the terminal while speaking the actual lesson content aloud,…
Postgres Expert
PostgreSQL expert for query optimization, indexing, extensions, and database administration
Ml Training Recipes
Battle-tested PyTorch training recipes for all domains — LLMs, vision, diffusion, medical imaging, protein/drug discovery, spatial omics, genomics. Covers training loops, optimizer selection (AdamW,…
Meta Codereview Current Diff
Read the current uncommitted diff, run three independent reviewers (safety + tests-coverage + style) in parallel, then arbitrate a single BLOCK / BLOCK_WITH_OVERRIDE / PASS_WITH_NOTES verdict. Use…
Tlc Implement
Implement a work already planned: extracts a checklist, builds it, and proves every check with an independent verifier. Use when the user says "extract a checklist", "build this ticket", "implement…
Plan Pipeline Execute
Execute a validated plan: worktree isolation, TDD scaffolding, level-based parallel agents, quality gate with smoke test, PR creation and merge. Handles everything through to merged PR.
Scrapling
使用 scrapling 进行网页抓取和数据提取。自动选择 Fetcher,支持 Cloudflare/WAF 绕过、Session 登录、HTML 解析。当用户提到 scrape/crawl/fetch page/extract data/爬取/抓取/绕过Cloudflare/解析HTML/批量采集 时触发。
Loading Openmed Models
Load OpenMed clinical/biomedical NER models from the Hugging Face Hub or a local path and reuse them efficiently across calls. Use when the user wants to load an OpenMed model, control the model…
Privilege Escalation Methods
This skill should be used when the user asks to "escalate privileges", "get root access", "become administrator", "privesc techniques", "abuse sudo", "exploit SUID binaries", "Kerberoasting",…
Spotify Player
Terminal Spotify playback/search via spogo (preferred) or spotify_player.
Git Workflow
Use this skill when working with git — making commits, creating branches, resolving merge conflicts, opening pull requests, or reviewing diffs. Apply whenever the user asks about version control…
Redteam Xss Detail Pack
Domain routing and boundary guidance for authorized cross-site scripting testing, including reflected, stored, DOM-based, mXSS, and CSP bypass variants. Use when a task belongs to the XSS domain and…
Error Resolver
Legacy error-resolution reference archive retained for migration. Do not route user tasks here; use systematic-debugging for active bug, stack-trace, and root-cause work.
Doca Aes Gcm
Use this skill when the user is doing hands-on DOCA AES-GCM work on a BlueField DPU or ConnectX NIC — configuring `doca_aes_gcm_task_encrypt` / `_task_decrypt`, querying `doca_aes_gcm_cap_*` for…
Golang Uber Fx
Golang application framework using uber-go/fx — fx.New, fx.Provide, fx.Invoke, fx.Module, fx.Lifecycle hooks, fx.Annotate (name/group/As), fx.Decorate, fx.Supply, fx.Replace, fx.WithLogger, and…
Comet Build
Use when full Comet change 已完成 design 阶段,需要创建/恢复实施计划、选择执行方式或继续 build 阶段任务。
Perspective
Spatial depth design with isometric views, vanishing points, and layered elements that guide attention through 3D-like realism.
Keep Churn
Churn risk identification and intervention — scans health signals for at-risk accounts, classifies risk level (CRITICAL/HIGH/MEDIUM), and produces an intervention sequence per risk type. Use when…
Market Index
Search, discover, and browse indexed markets across all platforms
Feedback Patterns
Design confirmations, status updates, and notifications that tell users an action registered. Use when the system must acknowledge success or change. For waiting states use `loading-states`; for…
Omh Instinct Ledger
[omh] Instinct Ledger workflow: turn repeated project or cross-project lessons into atomic, confidence-scored instinct candidates with scoped promotion and export boundaries. Use when the user says:…
Openakita/Skills@Miaoda App Builder
Miaoda App Builder - create web apps, WeChat mini-programs, games, AI tools, SaaS products, and dashboards through natural language conversations. Full workflow from code generation to deployment.
Django Security
Django 安全最佳实践、认证、授权、CSRF 防护、SQL 注入预防、XSS 预防和安全部署配置。
Immune Pathway Analysis
Run immune pathway GSVA or ssGSEA analysis from a bulk expression matrix, a sample group file, and a local immune Reactome gene-set table, then export differential pathway results and a heatmap for…
Qiuguolu Value Quality
Use when evaluating stocks through Qiu Guolu's value-quality lens: stay within circle of competence, focus on industry leaders with structural advantages, and demand simple clear thesis before…
Unity Physics
Run Unity physics queries and configure physics
Reflect
Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification
Analyst Relations Brief
Prepare for an industry analyst briefing (Gartner, Forrester, IDC and similar). Use when asked to prep an analyst briefing, write an AR briefing document, build talking points for an analyst call, or…
Negotiating Compensation
Help users navigate the end-to-end negotiation process for product and engineering roles, from initial recruiter calls to evaluating startup equity and final offer signing.
Parcel Tracking
Track parcels and check delivery status for Australian and international couriers. Searches Gmail for dispatch/shipping emails and provides tracking links for all major Australian couriers including…
Google Gmail Skill
Send, search, and read Gmail emails. Supports composing emails with attachments, searching by query, and reading email content.
Qe Code Intelligence
Builds semantic code indexes, maps dependency graphs, and performs intelligent code search across large codebases. Use when understanding unfamiliar code, tracing call chains, analyzing import…
Langchain4j Rag Implementation Patterns
Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. Generates document ingestion pipelines, embedding stores, vector search, and semantic search…
Cowork Home Inventory
Build an insurance-grade home inventory from a folder of photos and receipts -- identifies items, pulls values from receipts, estimates replacement costs, organizes by room, and outputs the…
Telnyx Numbers Compliance Python
Manage regulatory requirements, number bundles, supporting documents, and verified numbers for compliance. This skill provides Python SDK examples.
