AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Test Pruner

  by @hex

  Tests in a named area duplicate stronger tests, re-assert the implementation, or keep test-only seams alive, and need pruning.

• Ci Fixer

  by @hex

  A CI job fails on a named revision and the fix belongs in code, config or tests, not in the CI provider.

• Bug Fixer

  by @hex

  A bug reproduces, the expected behaviour is clear, and the fix stands apart from the current work.

• Context Engine

  by @borghei

  Context management engine for AI coding agents. Use when building agent memory systems, optimizing context windows, allocating token budgets, designing RAG pipelines for code, or managing persistent multi-session agent state.

• Batch Api Orchestrator

  by @borghei

  This skill should be used when the user asks to "batch LLM requests", "should I use the batch API", "estimate batch vs realtime cost", "design a bulk LLM job", or "process thousands of prompts cheaply".

• Data Scientist

  by @borghei

  Data science across machine learning, statistical modeling, and experimentation. Use when selecting ML algorithms, engineering features, designing A/B tests, evaluating model performance, or building predictive pipelines.

• Ai Security

  by @borghei

  This skill should be used when the user asks to "scan AI systems for security threats", "check for prompt injection vulnerabilities", "assess model security posture", "detect data poisoning risks", or "audit AI/ML pipeline…

• Jarvis Setup

  by @ethanplusai

  Use when helping someone install, configure, or debug a fresh clone of JARVIS (this repo) — especially "the mic doesn't work", "JARVIS says his language systems are down", any Firefox/browser question, login/auth failures, or…

• Dpa Art 28 Oliver Schmidt Prietz

  by @lawve-ai

  Review, draft, or redline a Data Processing Agreement (DPA / Auftragsverarbeitungsvertrag / AVV) under Art. 28 GDPR, or prepare a Joint Controller Arrangement under Art. 26 GDPR. Supports bilingual output (DE/EN), both…

• Eu Ai Act High Risk Classifier Oliver Schmidt Prietz

  by @lawve-ai

  Depth assessment of whether an AI system is high-risk under Art. 6 of the EU AI Act, grounded in the Commission's draft Art. 6(5) classification guidelines (general principles + Annex I + Annex III). Covers the Annex I…

• Lawyerscrib

  by @lawve-ai

  Les LLM écrivent du juridique qui ressemble à du juridique sans en être. Formules creuses, attributions vagues, hedging systématique, latin décoratif : un praticien repère ces tics en trois lignes. Un juge aussi. LawyerScrib est…

• Loop Forge

  by @sangrokjung

  Turn a one-line description of a repetitive task into a reusable, self-guarding slash command. loop-forge diagnoses the task into one of 5 loop shapes (Batch / Pipeline / Refine / Watch / Explore), interviews for the blanks, and…

• Security Compliance

  by @sangrokjung

  Guides security professionals in implementing defense-in-depth security architectures, achieving compliance with industry frameworks (SOC2, ISO27001, GDPR, HIPAA), conducting threat modeling and risk assessments, managing…

• Continuous Learning V2

  by @sangrokjung

  Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

• Cc Dev Agent

  by @sangrokjung

  Use when starting Claude Code projects, writing CLAUDE.md/spec.md, dispatching subagents, or requesting Agent Teams parallel development. Covers Spec-Driven Development, Context Engineering, and post-dev workflow.

• Skill Factory

  by @sangrokjung

  Analyze session work and automatically convert reusable patterns into Claude Code skills. Use when: "세션을 스킬로", "스킬 만들어", "이거 스킬로", "skill factory", "이 작업 자동화해", "스킬 추출", "make this a skill", "extract skill", "convert to skill",…

• Relay

  by @sangrokjung

  Session relay — compresses what's been done so far (writes a one-liner for /compact) and generates a "next task" prompt (a baton) for the user to hand off. Use on requests like "relay / hand off / next session / continue after…

• Session Wrap

  by @sangrokjung

  Use when wrapping up a session before ending. 4 parallel subagents detect doc updates, repeated patterns, learning points, and follow-ups, then a verifier deduplicates and presents choices. Triggers on /session-wrap, session…

• Cache Components

  by @sangrokjung

  Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). **PROACTIVE ACTIVATION**: Use this skill automatically when working in Next.js projects that have `cacheComponents: true` in their…

• Frontend Code Review

  by @sangrokjung

  Trigger when the user requests a review of frontend files (e.g., `.tsx`, `.ts`, `.js`). Support both pending-change reviews and focused file reviews while applying the checklist rules.

• Systematic Debugging

  by @sangrokjung

  Structured debugging methodology — use before proposing fixes for any error or failure. Covers: code bugs, build errors, deploy failures, config conflicts, dependency issues, infra problems. Also use when previous fix attempts…

• Humanize Korean

  by @sangrokjung

  Clean up translation-ese and AI-writing tics in Korean prose so it reads like a person wrote it — content (facts, numbers, proper nouns, quotes) stays 100% unchanged, only style and rhythm are touched. Single-pass, done in this…

• Blind Spot Pass

  by @sangrokjung

  Use *before* starting work in a domain you don't know well, to surface the "unknown unknowns" — the things you don't even know to ask about — and learn just enough to prompt and decide well. Implements the "blind spot pass"…

• Verification Engine

  by @sangrokjung

  Use when verifying build/test/lint before commit, PR, or completion claims. Runs verification pipeline in fresh subagent context with auto-repair. Triggers on /handoff-verify, pre-commit check, build verification, test validation.

• Build System

  by @sangrokjung

  Use when detecting and running project build systems automatically. Supports npm/yarn/pnpm/pip/poetry/gradle/maven/cargo/go/make. Triggers on build, test run, project setup, package manager detection.

• Security Pipeline

  by @sangrokjung

  Use when security verification is needed - pre-commit security checks, vulnerability scanning, STRIDE threat analysis. Integrates with /handoff-verify --security and /commit-push-pr. CWE Top 25 based.

• Prompts Chat

  by @sangrokjung

  Use when searching, installing, or improving AI skills and prompts via prompts.chat or skills.sh. Triggers on skill search, prompt lookup, install skill, improve prompt, prompts.chat.

• Stride Analysis Patterns

  by @sangrokjung

  Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.

• Eval Harness

  by @sangrokjung

  Formal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles

• Manage Skills

  by @sangrokjung

  세션 변경사항을 분석하여 검증 스킬 누락을 탐지합니다. 기존 스킬을 동적으로 탐색하고, 새 스킬을 생성하거나 기존 스킬을 업데이트한 뒤 프로젝트 CLAUDE.md를 관리합니다.

• Extract Errors

  by @sangrokjung

  Use when adding new error messages to React, or seeing "unknown error code" warnings.

• Verify Implementation

  by @sangrokjung

  프로젝트의 모든 verify 스킬을 실행하여 통합 패턴 검증 보고서를 생성합니다. 기능 구현 후, PR 전, 코드 리뷰 시 사용.

• Censys

  by @taracodlabs

  Censys lookups: hosts, certificates, services on the public internet

• Cveapi

  by @taracodlabs

  CVE lookup via MITRE + NVD: severity, CVSS, affected products, refs

• Greynoise

  by @taracodlabs

  Classify IPs as scanners or targeted attackers — filter alert noise

• Crt.Sh

  by @taracodlabs

  Enumerate subdomains and TLS certs via CT logs (no API key needed)

• Urlscan

  by @taracodlabs

  Submit URLs to urlscan.io — safety verdict + screenshot retrieval

• Ssllabs

  by @taracodlabs

  TLS/SSL audit via Qualys SSL Labs — grade ciphers, chains, vulns

• Securityheaders

  by @taracodlabs

  HTTP security header audit (A+ to F) with fix recommendations

• Shodan

  by @taracodlabs

  Shodan lookups: internet-connected devices, ports, services

• Virustotal

  by @taracodlabs

  VirusTotal: check file/URL/domain/IP against 70+ AV engines

• Explainshell

  by @taracodlabs

  Explain shell commands in plain English (explainshell.com)

• Haveibeenpwned

  by @taracodlabs

  Check email/username against HIBP v3 breach database

• Test Driven Development

  by @taracodlabs

  Write software using the RED-GREEN-REFACTOR cycle for reliable, well-tested code

• Taskscheduler

  by @taracodlabs

  Manage Windows Task Scheduler tasks: create, list, enable, disable, and delete.

• Notion

  by @taracodlabs

  Read, create, and update Notion pages and databases via the Notion REST API

• Financial Research

  by @taracodlabs

  Research stocks, companies, and market data using real-time financial APIs

• Nano Pdf

  by @taracodlabs

  Edit PDFs with natural-language instructions using the nano-pdf CLI tool

• Stable Diffusion Image Generation

  by @taracodlabs

  Generate images via Stable Diffusion (HuggingFace Diffusers, local/API)

• Xitter

  by @taracodlabs

  Post, read, and search X (Twitter) content using x-cli or the X API v2

• Clipboard History

  by @taracodlabs

  Read/write Windows clipboard text, HTML, images, history (PowerShell)

• Linear

  by @taracodlabs

  Manage Linear issues, projects, and cycles via the Linear GraphQL API

• Nse Fii Dii

  by @taracodlabs

  NSE FII/DII daily flows — gauge institutional Indian equity activity

• Opencode

  by @taracodlabs

  Delegate coding to OpenCode CLI (multi-LLM open-source coding agent)

• Systematic Debugging

  by @taracodlabs

  Four-phase root cause investigation for bugs and unexpected behavior

• Windows Services

  by @taracodlabs

  Windows services: list, start, stop, restart, configure (PowerShell)

• Youtube Content

  by @taracodlabs

  YouTube: transcripts, audio/video downloads (yt-dlp, transcript-api)

• Archon Bridge

  by @taracodlabs

  Unified portfolio + order routing across Zerodha, Upstox, Angel One

• Research Paper Writing

  by @taracodlabs

  Pipeline for ML/AI research papers — lit review to LaTeX submission

• Jupyter Live Kernel

  by @taracodlabs

  Stateful Jupyter kernel — variables persist across cells (hamelnb)

• Nse Options

  by @taracodlabs

  NSE options chain: OI buildup, PCR, max pain, IV (Nifty/BankNifty)

• Powershell Pro

  by @taracodlabs

  Expert PowerShell: processes, services, WMI, REST, scheduled tasks

• Excalidraw

  by @taracodlabs

  Hand-drawn diagrams in Excalidraw JSON (architecture, flowcharts)

• P5js

  by @taracodlabs

  Generative visual art and sketches in p5.js (self-contained HTML)

• Defender Quickscan

  by @taracodlabs

  Windows Defender: scans, threat history, signatures (PowerShell)

• Google Workspace

  by @taracodlabs

  Gmail, Calendar, Drive, Sheets, Docs via Google API (SA / OAuth)

• Indian Tax Calc

  by @taracodlabs

  India tax calc: income, STCG/LTCG, advance tax, TDS (FY 2025-26)

• Network Diagnostics

  by @taracodlabs

  Windows net diag: ping, traceroute, DNS, port scan (PowerShell)

• Upstox

  by @taracodlabs

  Upstox API v2: portfolio, market data, orders, P&L (Indian F&O)

• Docker Management

  by @taracodlabs

  Docker containers, images, volumes, networks (CLI + Dockerode)

• Github Pr Workflow

  by @taracodlabs

  Pull request lifecycle: create, review, merge, manage (gh CLI)

• Outlook Native

  by @taracodlabs

  Outlook calendar + inbox via PowerShell COM or Microsoft Graph

• Zerodha Kite

  by @taracodlabs

  Zerodha Kite Connect: holdings, positions, orders, live quotes

• Architecture Diagram

  by @taracodlabs

  Architecture and component diagrams as HTML/SVG (dark-themed)

• Github Issues

  by @taracodlabs

  Create, list, view, and manage GitHub issues using the gh CLI

• India Economic Calendar

  by @taracodlabs

  Indian economic events: RBI, CPI/WPI, GDP, Budget, NSE expiry

• Nse Delivery

  by @taracodlabs

  NSE delivery % data — surface stocks with high genuine buying

• Nse Corporate Actions

  by @taracodlabs

  NSE corp actions: dividends, bonus, splits, rights, buybacks

• Nse Scanner

  by @taracodlabs

  NSE scans: top gainers/losers, volume surges, 52w highs/lows

• Claude Code

  by @taracodlabs

  Delegate coding and file edits to Anthropic Claude Code CLI

• Openhue

  by @taracodlabs

  Control Philips Hue lights via OpenHue CLI + Hue Bridge API

• Pokemon Player

  by @taracodlabs

  Automate Pokémon games via headless emulation + RAM reading

• Windows Registry

  by @taracodlabs

  Read, write, query Windows Registry via PowerShell provider

• Blogwatcher

  by @taracodlabs

  Monitor RSS / Atom feeds for new posts (Python feedparser)

• Gif Search

  by @taracodlabs

  Search and fetch Tenor GIFs (free Tenor API key required)

• Github Repo Management

  by @taracodlabs

  GitHub repos: create, clone, fork, archive (gh CLI + git)

• Ocr And Documents

  by @taracodlabs

  Extract text from PDFs, images, scans, Word docs (Python)

• Ascii Art

  by @taracodlabs

  ASCII text banners and box art (pyfiglet, cowsay, boxes)

• Wsl Bridge

  by @taracodlabs

  Run Linux in WSL from Windows; share files between hosts

• Arxiv

  by @taracodlabs

  Search and download arXiv papers (no API key needed)

• Minecraft Modpack Server

  by @taracodlabs

  Set up a modded Minecraft server (NeoForge or Forge)

• Onenote

  by @taracodlabs

  Read/write OneNote pages via Microsoft Graph or COM

• Github Auth

  by @taracodlabs

  GitHub auth setup via gh CLI, SSH keys, HTTPS PATs

• Obsidian

  by @taracodlabs

  Read, search, and create notes in Obsidian vaults

• Web Research

  by @taracodlabs

  Deep web research with multi-source verification

• Codex

  by @taracodlabs

  Delegate coding tasks to OpenAI Codex CLI

• File Operations

  by @taracodlabs

  File creation and management on Windows

• Code Execution

  by @taracodlabs

  Running scripts and code on Windows

• Google Hotels

  by @taracodlabs

  Search Google Hotels for hotel prices, ratings, and availability using browser automation. Use when user asks to search hotels, find accommodation, compare hotel prices, check availability, or look up places to stay. Triggers…

• Google Flights

  by @taracodlabs

  Search Google Flights for flight prices and schedules using browser automation. Use when user asks to search flights, find airfare, compare prices, check flight availability, or look up routes. Triggers include "search flights",…