Top Agent Skills

25837 skills

Learn By Teaching

当需要深化对某个主题的理解、检验知识掌握程度或克服“冒名顶替综合征”时

Career Game Design

当需要主动设计和构建个人职业生涯，而非被动接受传统就业时

Life As Game Design

当需要将个人目标或生活挑战转化为结构化、可执行的游戏化系统时

Perspective Framing

当需要在写作中与读者建立情感连接、放大问题严重性，并引出后续解决方案时

Combat Mode Strategy

当需要在2-3个月内集中精力攻克一个重大、有挑战性的个人或职业目标时，使用此模型

Flow State Balancing

当需要进入并维持高效、专注的心流状态，以提升学习、工作或技能获取效率时

Burn Boats Commitment

当需要克服拖延、激发最大行动力以完成一项重大挑战或转型时

Failure Feedback Loop

当遭遇挫折、失败或结果不如预期时，用于将负面经验转化为成长燃料

Perspective Reframing

当需要从现有内容中创造新意，或避免内容同质化时

Life As Game Framework

当需要将生活或工作中的复杂情境转化为可管理、可执行的系统时，或当感到迷茫、缺乏动力、陷入社会比较时，调用此模型来重新构建认知和行动框架

Proactive Goal Setting

当个体感到生活缺乏方向、陷入重复性任务或被动接受外部目标，导致焦虑、无聊或停滞时，调用此模型以重新获得对生活的掌控感和成长动力

Design or improve onboarding flows, empty states, and first-time user experiences. Helps users get started successfully and understand value quickly.

Fixing Motion Performance

Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use when animations stutter, transitions jank, or reviewing CSS/JS animation performance.

Unified Diary System: A context-preserving automated logger for multi-project development.

Framework de otimização multi-objetivo. NSGA-II, NSGA-III, MOEA/D, frentes de Pareto, tratamento de restrições, benchmarks (ZDT, DTLZ), para problemas de design e otimização em engenharia.

theycallmeholla

Runs a Tinder-style swipe interview to pull requirements out of someone's head. Claude generates a deep pool of question cards, the user swipes right/left/up/down (yes / no / absolutely / not sure), the deck reshapes itself around every swipe, and it ends in a written brief once a saturation meter fills. Use this whenever a request is vague, broad, or taste-dependent and you would otherwise fire off a list of clarifying questions — kicking off a project, scoping a build, planning a trip or event, choosing a direction, naming something, deciding what to eat, or any "help me figure out what I want". Trigger on "swipe", "swipe deck", "tinder style", "interview me", "ask me questions", "quiz me", "20 questions me", "figure out what I want", "get it out of my head". Also reach for it proactively any time you catch yourself about to ask more than three clarifying questions in a row, or when someone says a batch of questions felt like a chore or a form.

Orchestrator for the learn-from suite - auto-detects source type (academic paper, GitHub repo, blog/web article, or in-conversation learnings) and routes to the correct sub-skill for credibility check, security scan, insight extraction, and application. Load when the user says "learn from", "learn from this", "extract insights from", "apply learnings from", "what can we learn from", or provides a URL, file path, or pasted content that should be ingested as knowledge. Single entry point for all learning workflows.

Critically audit agent skills and remove content that is outdated, disproven, model-specific, or based on poorly cited sources. Load when improve-skills runs its per-skill cycle, when the user asks to prune skills, remove outdated techniques, check if skills are still valid, verify citations in skills, audit skill sources, or update skills for a new model release. Also triggers on "are these skills still valid", "check for obsolete techniques", "verify skill citations", or "update skills for GPT-5/Claude 4/Gemini 2". Runs before split-skill and compress-skill — removing bad content first means the remaining content is worth preserving.

Load bounded working context at the start of a coding session. FIRES ON EVERY FIRST USER MESSAGE in a fresh session, regardless of content — including bare greetings ("hi", "hello", "hey"), task-only openers, or "let's start". Also triggers on: "fresh session", "session start", "first message in a new thread", "new chat", "cold start", "begin work in this repo", "starting work", "continue from prior session", "what were we working on", "resume", "what happened last time", "load memory", "recall context", "create a handoff", "prior session context", "latest handoff", "current state", "decision context". Skip ONLY if the user explicitly says "fresh start" or "ignore prior context". Self no-ops if invoked mid-session when context is already loaded.

Deploy Anywhere

Deploy with unified build/test/deploy intent across providers using .agent-loom/deploy.yml and per-provider adapters. Load when the user asks to deploy, ship to preview, release to production, or run a provider-agnostic deploy flow. Also triggers on "deploy anywhere", "deploy to Vercel", "deploy with GitHub Actions", "preview deploy", or "ship this". Runs preflight before any deploy — stops on missing secrets. Pairs with ci-cd-and-automation for pipeline design. Ships vercel and github-actions adapters; extensible adapter interface.

Validate Skills

Run a fast, read-only health check across all skills in the library and produce a structured quality report — without modifying anything. Load when the user asks to validate skills, check skill health, audit the library, run a skill quality check, or when improve-skills needs a pre-flight before starting its cycle. Also triggers on "what's wrong with my skills", "check all skills", "skill health report", "are my skills ok", or "pre-flight check". Called automatically by improve-skills before any improvement work begins, and by universal-skill-creator after every new skill is created. Never modifies any file — only reads and reports.

Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestones, set issue fields (dates, priority, custom fields), set issue types, or manage issue workflows. Triggers on requests like "create an issue", "file a bug", "request a feature", "update issue X", "set the priority", "set the start date", or any GitHub issue management task.

Centralized 'Truth Engine' for cross-jurisdictional legal context (US, EU, CA) and contract scaffolding.

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

Document architectural decisions in standardized ADR format. This skill should be used when making significant technical decisions, choosing between approaches, establishing patterns, or when other skills (create-plan, implement-plan, brainstorm) identify decisions that need documentation. Triggers on "document decision", "create ADR", "architectural decision", or automatically when invoked by other skills during planning and implementation.

Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas

Therapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.

Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing.

Production-ready financial analyst skill with ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction. 4 Python tools (all stdlib-only). Works with Claude Code, Codex CLI, and OpenClaw.

Turn a messy quarter into a GTM board update a director reads in two minutes. Leads with the number versus plan, surfaces the two or three things that actually matter, names the risks honestly instead of burying them, and ends with clear asks. Verdict first, short, no victory lap. Built for B2B GTM and revenue leaders, customizable to your metrics and your stack. Trigger on "write the board update", "GTM update for the board", "exec summary for the QBR", "what do I tell the board", "draft my leadership update", or any board or exec GTM write-up.

Use when writing or modifying tests for Ink (terminal UI) components.

Turn vague intent into a precise, executable spec in five phases. (gstack)

Unified Diary System: A context-preserving automated logger for multi-project development.

Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling. Covers manifest initialization, CMake and Visual Studio integration, classic-to-manifest migration, version pinning, baselines, overrides, triplets, and cross-compilation. Use when a user is working with vcpkg project setup, installation, version management, or cross-platform builds. For specialized tasks, additional references cover custom registries and overlay ports (references/registries.md), CI/CD and binary caching (references/ci.md), and troubleshooting and dependency lifecycle (references/troubleshooting.md).

Hand-drawn, sketch-like style with doodles, handwritten fonts, and imperfect lines for a playful, informal feel.

Developing Genkit JS

Develop AI-powered applications using Genkit in Node.js/TypeScript. Use when the user asks about Genkit, AI agents, flows, or tools in JavaScript/TypeScript, or when encountering Genkit errors, validation issues, type errors, or API problems.

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and analyze results. Supports IBM Quantum (100+ qubit systems), IonQ, Amazon Braket, and other providers.

Text-to-speech and speech-to-text using fal.ai audio models

SKILL — Color Theory

SKILL — Brand Systems

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.

Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.

Process csv processor operations. Auto-activating skill for Business Automation. Triggers on: csv processor, csv processor Part of the Business Automation skill category. Use when working with csv processor functionality. Trigger with phrases like "csv processor", "csv processor", "csv".

Sbu Captions Dataset Crossref Nips 2011 Sbu

SBU Captions Dataset

Mixup Beyond Empirical Risk Minimization Arxiv 1710 09412v2

Mixup: Beyond Empirical Risk Minimization

Segment Everything Everywhere All At Once Arxiv 2304 06718v2

Segment Everything Everywhere All at Once

Synthtext Synthetic Data For Text Detection Arxiv 1604 06646

SynthText: Synthetic Data for Text Detection

Glamm Pixel Grounding Large Multimodal Model Arxiv 2311 0335

GLaMM: Pixel Grounding Large Multimodal Model

Multimodal Learning With Transformers A Survey Arxiv 2206 06

Multimodal Learning with Transformers: A Survey

Multimodal Neurons In Artificial Neural Networks Arxiv 2103

Multimodal Neurons in Artificial Neural Networks

Copy Paste Augmentation For Instance Segmentation Arxiv 2012

Copy-Paste Augmentation for Instance Segmentation

Lisa Reasoning Segmentation Via Large Language Model Arxiv 2

LISA: Reasoning Segmentation via Large Language Model

Security leadership for growth-stage companies. Risk quantification in dollars, compliance roadmap (SOC 2/ISO 27001/HIPAA/GDPR), security architecture strategy, incident response leadership, and board-level security reporting. Use when building security programs, justifying security budget, selecting compliance frameworks, managing incidents, assessing vendor risk, or when user mentions CISO, security strategy, compliance roadmap, zero trust, or board security reporting.

产品战略团队专家团入口。用于 Codex CLI 的 $expert-product 调用。覆盖 PRD、竞品分析、用户研究、指标分析、路线图、Sprint 和干系人更新。触发词：产品战略、PRD、竞品分析、用户研究、路线图、指标分析、Sprint、头脑风暴

Expert Software

软件开发团队专家团入口。用于 Codex CLI 的 $expert-software 调用。支持快速模式、BugFix、标准 SOP、PRD、架构设计、代码实现、测试验证。触发词：软件开发、写代码、修 bug、PRD、架构设计、测试、QA、工程交付

Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration, CodeQL workflow files, CodeQL CLI commands, SARIF output, security analysis setup, or troubleshooting CodeQL analysis.

Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and drafts updates in your own communication style for any audience you define.

Paw Ps Audience

Customer insight specialist for audience understanding. Use when defining target audience, buyer personas, customer pains, value mapping, problem discovery, audience language. Triggers: 'who would buy this', 'target audience', 'buyer persona', 'customer pain points', 'ideal customer', 'user problems', 'value proposition', 'audience research'.

Paw Cra Design Batch

Batch visual production workflow for campaigns. Accepts a content calendar or campaign brief, produces multiple platform-ready assets with organized bundle output and machine-readable manifest. Trigger for 'batch design', 'content calendar to assets', 'campaign batch', 'produce all campaign visuals', or 'bulk asset generation'.