AI Ml AI agent skills

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

• 3 Statements

  by @ginlix-ai

  Build or repair an integrated three-statement model: linked IS, BS and CF, supporting schedules, scenarios and a Checks sheet. Triggers on three-statement model, build me a model, link the statements, populate this template,…

• Competitive Analysis

  by @ginlix-ai

  Competitive landscape analysis: positioning, scorecards, moat assessment, market share trends. Triggers on competitive analysis, competitive landscape, competitor benchmarking, moat assessment, market share, who are the…

• Earnings Analysis

  by @ginlix-ai

  Post-print earnings update for a covered name: beat/miss decomposition, EPS quality, transcript debate map, estimate revisions, thesis impact. Also the call-only ask that wants the transcript Q&A and the debate map alone.…

• Pptx

  by @ginlix-ai

  PowerPoint decks built with pptxgenjs and native charts, existing decks edited in place with python-pptx, then rendered to images and audited for overflow, overlap, bounds and typography before delivery

• Sector Overview

  by @ginlix-ai

  Sector and industry landscape report, built on the sector's own archetypes, metrics and valuation lenses. Triggers on sector overview, industry landscape, industry primer, sector deep dive, market map.

• Idea Generation

  by @ginlix-ai

  Find long and short candidates across a universe when no name is on the table yet: mandate, universe validation, archetype screens, thematic sweep, triage, idea cards, idea log. Triggers on idea generation, stock screen, find…

• X Api

  by @ginlix-ai

  Search X (Twitter) posts, pull user profiles, fetch specific tweets, and read reply threads for sentiment, news, and event research. Triggers on 'X', 'Twitter', 'tweets about', 'sentiment on', 'what are people saying about',…

• Catalyst Calendar

  by @ginlix-ai

  Dated events ranked by what they can change: earnings, regulatory decisions, flow events, macro releases, with prep owners and a weekly preview. Triggers on catalyst calendar, upcoming events, what is coming up, earnings…

• Trade Pitch

  by @ginlix-ai

  Turn finished analysis on one named security into a position: variant view, falsifiable evidence, scenario tree, expression, risk and monitoring. Triggers on pitch this name, should I buy, a long idea or short idea on a named…

• Impact Analysis

  by @ginlix-ai

  Translate a macro, policy, rate, commodity, geopolitical or industry shock into equity exposure through a named transmission channel. Triggers on what does X mean for, impact of, exposure to, who benefits from, tariff, rate cut,…

• Thesis Tracker

  by @ginlix-ai

  Keep a live thesis honest: pillar status, evidence ledger, monitoring triggers, drift detection. Triggers on thesis tracker, thesis update, is the thesis still intact, post-earnings thesis check, portfolio thesis review,…

• Web Scraping

  by @ginlix-ai

  Web scraping: scrape_page / scrape_pages MCP tools for fetching pages as markdown, HTML, or text (fast HTTP, browser rendering, anti-bot stealth), plus the direct Scrapling Python API for selectors, sessions, and spiders

• User Profile

  by @ginlix-ai

  Manage user profile including watchlists, portfolio, and preferences.

• Check Model

  by @ginlix-ai

  Audit a model somebody already built, and report on it without editing it: structure, formulas, integrity identities, source tie-out and reasonableness, ending in a routed issue log. Triggers on check my formulas, QA this…

• Company Profile

  by @ginlix-ai

  One-page company profile slide, four quadrants of overview, financial summary, share price chart and key facts. Also the compact profile paragraph when it has to sit inside a memo, a deck or a chat reply. Triggers on one-page…

• Model Update

  by @ginlix-ai

  Refresh an existing financial model after a print, a guidance change, a consensus move, a filing, a KPI release or a capital-structure change. Triggers on update the model, roll it forward, the new quarter is out, revise…

• Chart Annotation

  by @ginlix-ai

  Draw price lines, trendlines, zones, and event markers directly on a stock's price chart. Reach for it whenever you'd otherwise describe a level, pattern, or event in prose. Renders live on MarketView and as a clickable preview…

• Earnings Preview

  by @ginlix-ai

  Pre-print setup for a company about to report: the expectation bar, EPS-quality watch, call questions, scenarios and the reaction framework. Triggers on earnings preview, what to watch for [company] earnings, pre-earnings setup,…

• Comps Analysis

  by @ginlix-ai

  Comparable company analysis: peer set, operating metrics, valuation multiples, statistics and an implied value. Triggers on comps, trading comparables, how does it trade against peers, peer benchmarking, what multiple should it…

• Run Workflow

  by @ginlix-ai

  Orchestrate parallel subagent pipelines from a JavaScript workflow script. Fan out work across many items (tickers, filings, findings) then synthesize, or run a saved workflow by name. Unlocks the RunWorkflow tool.

• Morning Note

  by @ginlix-ai

  Daily research briefing on overnight news, pre-market movers, earnings and macro events. Triggers on morning note, morning meeting, what happened overnight, morning call prep, daily note, trade idea for the open.

• Market Watch

  by @ginlix-ai

  Track live prices for the tickers central to the current task. Registers symbols for an ambient real-time price feed, keeps analysis current with the newest quotes, and re-checks staleness before stating prices.

• Ui Design

  by @ginlix-ai

  Design-quality reference for financial-research visual output: typography, color, composition, and avoiding generic AI aesthetics

• Secretary

  by @ginlix-ai

  Workspace and research management. Dispatch analyses, monitor running agents, manage workspaces and threads.

• Self Improve

  by @ginlix-ai

  Report issues and propose fixes to improve your own capabilities when you encounter errors or limitations

• Inline Widget

  by @ginlix-ai

  Inline HTML widgets: charts, dashboards, data tables rendered directly in the chat via ShowWidget

• Onboarding

  by @ginlix-ai

  First-time user onboarding to set up investment profile, watchlists, portfolio, and preferences.

• Automation

  by @ginlix-ai

  Create and manage scheduled and price-triggered automations.

• Mex Relay

  by @mex-memory

  Prepare and manage durable MEX team handoffs in git-native project memory. Use when the user asks to hand work to a person or team, prepare an end-of-session handoff, save what the next engineer needs, create a MEX Relay, take…

• Mex Inbox

  by @mex-memory

  Draft and review contributions to existing MEX project knowledge in the repo wiki. Use when the user wants to capture a team decision, convention, or architecture note, propose an addition or correction for team review, or…

• Mex Relay

  by @mex-memory

  Prepare and manage durable MEX team handoffs. Use when the user asks to hand work to a person or team, prepare an end-of-session handoff, save what the next engineer needs, create a MEX Relay, take or close a Relay, or…

• Mex Inbox

  by @mex-memory

  Draft and review contributions to existing MEX project knowledge. Use when the user asks to capture a discussion or decision in project knowledge, propose an addition or correction for team review, or explicitly invokes…

• Thought Based Reasoning

  by @NeoLabHQ

  Use when tackling complex reasoning tasks requiring step-by-step logic, multi-step arithmetic, commonsense reasoning, symbolic manipulation, or problems where simple prompting fails - provides comprehensive guide to…

• Test Skill

  by @NeoLabHQ

  Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to…

• Write Tests

  by @NeoLabHQ

  Add missing test coverage for your local code changes by generating new test files (covers uncommitted and untracked changes, or the latest commit if everything is committed). Use when you want write tests for new logic or…

• Tree Of Thoughts

  by @NeoLabHQ

  Execute tasks through systematic exploration, pruning, and expansion using Tree of Thoughts methodology with meta-judge evaluation specifications and multi-agent evaluation

• Update Docs

  by @NeoLabHQ

  Update and maintain project documentation for local code changes using multi-agent workflow with tech-writer agents. Covers docs/, READMEs, JSDoc, and API documentation.

• Write Concisely

  by @NeoLabHQ

  Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional.

• Traiage Review

  by @NeoLabHQ

  This skill should be used when need prioritize what changed code in repository human must review.

• Ctf Ai Ml

  by @wgpsec

  CTF AI/ML 攻击技术。当挑战涉及 AI 模型攻击、对抗样本生成、模型提取、Prompt 注入/越狱、LoRA 权重操纵、LLM Token 走私、成员推理攻击、训练数据投毒、神经网络分析时使用。覆盖 FGSM/PGD/C&W 对抗攻击、模型反演、模型权重扰动还原、LLM 工具链劫持、上下文窗口操纵等 AI 安全全链路攻防技术

• Mcp Security

  by @wgpsec

  MCP (Model Context Protocol) 协议安全测试方法论。当目标环境使用 MCP Server 集成外部工具、 需要评估 MCP 工具描述安全性、或测试 Agent 通过 MCP 调用工具时的安全边界时触发。 覆盖: 工具描述投毒、地毯式骗局(动态篡改)、指令覆盖(Shadow Tool)、隐藏指令(ANSI/Unicode)、 跨 Server 攻击、Token 窃取、Schema 操纵、上下文溢出。

• Ai Data Security

  by @wgpsec

  AI 系统数据安全测试方法论。当需要评估 LLM/AI 系统的数据泄露风险、训练数据安全、 或 RAG/向量库数据完整性时触发。覆盖: System Prompt 泄露(元 Prompt/角色扮演/关键字定位)、 训练数据推导与提取、成员推断攻击、模型反演攻击、RAG 数据投毒、API 信息泄露、 级联幻觉攻击、外部数据源信息泄露。

• Prompt Injection

  by @wgpsec

  AI/LLM 间接 Prompt 注入攻击。当目标 AI 系统会处理外部数据源（网页、文档、邮件、数据库、API 返回）时使用。覆盖间接注入、工具链劫持、RAG 投毒、数据外泄等技术。OWASP LLM Top 10 #1 漏洞类别

• Prompt Leak

  by @wgpsec

  AI/LLM 系统提示词泄露技术。当目标是基于 LLM 的应用且想获取其系统提示词、配置信息、工具列表、知识库内容时使用。AI Bug Bounty、红队评估、竞品分析的关键第一步

• Cross Domain Attack Chain

  by @wgpsec

  Web 与 AI 跨域攻击链方法论。当目标系统同时包含传统 Web 应用和 AI/LLM 组件、 需要评估 Web 漏洞对 AI 系统的影响或 AI 漏洞对 Web 系统的影响时触发。 覆盖双向攻击链: Web→AI(XSS 窃取对话/SSRF 调用模型 API/SQLi 污染 RAG/文件上传 RAG 投毒) 和 AI→Web(注入生成存储型 XSS/Agent 执行 SQL 命令/工具读取敏感文件/沙箱逃逸 RCE)。

• Cot Injection

  by @wgpsec

  思维链 (Chain-of-Thought) 注入攻击方法论。当目标系统使用 ReAct/CoT 框架进行多步推理、 Agent 依赖中间推理结果做决策、或需要测试思维链完整性时触发。 覆盖: 思维链干扰注入(伪造中间 Agent 结果)、思维链操纵注入(跳过验证步骤直接调度敏感操作)、 查询注入(在数据查询 Agent 中注入恶意查询语句)。

• Review

  by @zhnt

  Review a small code change for correctness and missing tests.

• Radiology Skills

  by @huang-sir1

  Use when planning, auditing, writing, or revising radiomics, medical imaging AI, and radiology deep learning studies for Radiology/RSNA, Nature-portfolio, Lancet, Cell, npj, European Radiology, or similar venues. Trigger for…

• Radiology Foundation Models

  by @huang-sir1

  Use when an imaging study must select, adapt, fine-tune, or audit a pretrained medical imaging or vision-language foundation model. Covers zero-shot evaluation, linear probing, full fine-tuning, adapters, LoRA and other…

• Radiology Crossmodal Mapping

  by @huang-sir1

  Use when an imaging study must map radiology phenotypes or habitats to single-cell, spatial-omics, or pathology-derived cell states across patients, lesions, specimens, regions, or time points. Designs paired, weakly paired, or…

• Radiology Multiomics Fusion

  by @huang-sir1

  Use when a radiology study must jointly model five data dimensions: imaging, clinical, pathology, bulk molecular omics, and single-cell or spatial omics. Selects early, intermediate, late, graph, or latent-factor fusion; handles…

• Trellis Meta

  by @fy-agent

  Understand and customize the local Trellis architecture inside a user project. Use when modifying .trellis plus platform hooks, settings, agents, skills, commands, prompts, workflows, the channel runtime (trellis channel),…

• Trellis Channel

  by @fy-agent

  Use Trellis channel for live multi-agent collaboration, spawned workers, cross-agent review, progress inspection, forum channels, and channel log debugging.

• Trellis Spec Bootstrap

  by @fy-agent

  Bootstrap project-specific Trellis coding specs with a platform-neutral single-agent workflow. Use when creating or refreshing .trellis/spec guidelines, analyzing a codebase with GitNexus, ABCoder, or source inspection,…

• Trellis Session Insight

  by @fy-agent

  Reach into past AI conversation history through the `trellis mem` CLI. Use whenever the user asks 'how did we solve X last time', 'have we discussed this before', 'what was the decision on X', 'remind me what we did in this…

• Trellis Before Dev

  by @fy-agent

  Discovers and injects project-specific coding guidelines from .trellis/spec/ before implementation begins. Reads spec indexes, pre-development checklists, and shared thinking guides for the target package. Use when starting a…

• Trellis Start

  by @fy-agent

  Initializes an AI development session by reading workflow guides, developer identity, git status, active tasks, and project guidelines from .trellis/. Classifies incoming tasks and routes to brainstorm, direct edit, or task…

• Trellis Brainstorm

  by @fy-agent

  Guides collaborative requirements discovery before implementation. Creates task directory, seeds PRD, asks high-value questions one at a time, researches technical choices, and converges on MVP scope. Use when requirements are…

• Trellis Check

  by @fy-agent

  Comprehensive quality verification: spec compliance, lint, type-check, tests, cross-layer data flow, code reuse, and consistency checks. Use when code is written and needs quality verification, before committing changes, or to…

• Trellis Continue

  by @fy-agent

  Resume work on the current task. Loads the workflow Phase Index, figures out which phase/step to pick up at, then pulls the step-level detail via get_context.py --mode phase. Use when coming back to an in-progress task and you…

• Trellis Break Loop

  by @fy-agent

  Deep bug analysis to break the fix-forget-repeat cycle. Analyzes root cause category, why fixes failed, prevention mechanisms, and captures knowledge into specs. Use after fixing a bug to prevent the same class of bugs.

• Trellis Update Spec

  by @fy-agent

  Captures executable contracts and coding conventions into .trellis/spec/ documents. Use when learning something valuable from debugging, implementing, or discussion that should be preserved for future sessions.

• Trellis Finish Work

  by @fy-agent

  Wrap up the current session: verify quality gate passed, remind user to commit, archive completed tasks, and record session progress to the developer journal. Use when done coding and ready to end the session.

• Create Skill

  by @NeoLabHQ

  Guide for creating effective skills. This command should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.…

• Git Worktrees

  by @NeoLabHQ

  Use when working on multiple branches simultaneously, context switching without stashing, reviewing PRs while developing, testing in isolation, or comparing implementations across branches - provides git worktree commands and…

• Subagent Driven Development

  by @NeoLabHQ

  Use when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or dependencies - dispatches fresh subagent for each task with…

• Build Mcp

  by @NeoLabHQ

  Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether…

• Git Notes

  by @NeoLabHQ

  Use when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides git notes commands and patterns for attaching…

• Brainstorm

  by @NeoLabHQ

  Use when creating or developing, before writing code or implementation plans - refines rough ideas into fully-formed designs through collaborative questioning, alternative exploration, and incremental validation. Don't use…

• Root Cause Tracing

  by @NeoLabHQ

  Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or…

• Create Rule

  by @NeoLabHQ

  Use when found gap or repetative issue, that produced by you or implemenataion agent. Esentially use it each time when you say "You absolutly right, I should have done it differently." -> need create rule for this issue so it…

• Kaizen

  by @NeoLabHQ

  Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.

• Do In Parallel

  by @NeoLabHQ

  Run independent tasks concurrently across multiple files or targets using parallel sub-agents, with per-task model selection and LLM-as-a-judge verification. Use when tasks do not depend on each other and can run side by side.

• Test Prompt

  by @NeoLabHQ

  Use when creating or editing any prompt (commands, hooks, skills, subagent instructions) to verify it produces desired behavior - applies RED-GREEN-REFACTOR cycle to prompt engineering using subagents for isolated testing

• Do In Steps

  by @NeoLabHQ

  Execute one complex task as ordered, dependent steps run sequentially, passing context from each step to the next, with per-step LLM-as-a-judge verification. Use when later steps depend on the results of earlier ones.

• Prompt Engineering

  by @NeoLabHQ

  Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.

• Test Driven Development

  by @NeoLabHQ

  Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first

• Create Agent

  by @NeoLabHQ

  Comprehensive guide for creating Claude Code agents with proper structure, triggering conditions, system prompts, and validation - combines official Anthropic best practices with proven patterns

• Multi Agent Patterns

  by @NeoLabHQ

  Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.

• Test Coverage

  by @NeoLabHQ

  Use after writing tests to assess coverage quality across structural, mutation, requirements, and API/integration dimensions; organized knowledge for choosing and interpreting coverage analyses.

• Review Local Changes

  by @NeoLabHQ

  Review your local uncommitted working-tree changes (git diff plus untracked files) and return actionable improvement suggestions. Use before committing, when nothing has been pushed yet.

• Launch Sub Agent

  by @NeoLabHQ

  Launch an intelligent sub-agent with automatic model selection based on task complexity, specialized agent matching, Zero-shot CoT reasoning, and mandatory self-critique verification

• Agent Evaluation

  by @NeoLabHQ

  Evaluate and improve Claude Code commands, skills, and agents. Use when testing prompt effectiveness, validating context engineering choices, or measuring improvement quality.

• Resolve Fixed Pr Comments

  by @NeoLabHQ

  Verify what PR review comments have been addressed (committed/pushed OR uncommitted local changes) and resolve the threads that are genuinely fixed or no longer relevant.

• Plan Task

  by @NeoLabHQ

  Refine a draft task specification into a fully planned, implementation-ready task with acceptance criteria, architecture, per-step sub-task files and verifiable phases

• Context Engineering

  by @NeoLabHQ

  Understand the components, mechanics, and constraints of context in agent systems. Use when writing, editing, or optimizing commands, skills, or sub-agents prompts.

• Review Pr

  by @NeoLabHQ

  Review an existing GitHub pull request and post inline review comments on its diff. Use when the changes are on an opened PR rather than your local working tree.

• Do Competitively

  by @NeoLabHQ

  Execute tasks through competitive multi-agent generation, meta-judge evaluation specification, multi-judge evaluation, and evidence-based synthesis

• Apply Anthropic Skill Best Practices

  by @NeoLabHQ

  Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure

• Reflect

  by @NeoLabHQ

  Reflect on previus response and output, based on Self-refinement framework for iterative improvement with complexity triage and verification

• Design Testing Strategy

  by @NeoLabHQ

  Use before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples.

• Load Pr Comments

  by @NeoLabHQ

  Use to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/*.md for parallel agents to fix.

• Create Command

  by @NeoLabHQ

  Interactive assistant for creating new Claude commands with proper structure, patterns, and MCP tool integration

• Create Workflow Command

  by @NeoLabHQ

  Create a workflow command that orchestrates multi-step execution through sub-agents with file-based task prompts

• Do And Judge

  by @NeoLabHQ

  Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop

• Create Hook

  by @NeoLabHQ

  Create and configure git hooks with intelligent project analysis, suggestions, and automated testing

• Judge

  by @NeoLabHQ

  Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation

• Critique

  by @NeoLabHQ

  Comprehensive multi-perspective review using specialized judges with debate and consensus building

• Memorize

  by @NeoLabHQ

  Curates insights from reflections and critiques into CLAUDE.md using Agentic Context Engineering

• Implement Task

  by @NeoLabHQ

  Implement a task step by step with automated LLM-as-Judge verification at the end of each phase