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forward-forward-learning

Hinton's Forward-Forward algorithm for local learning without backpropagation. Use for biologically plausible learning, on-chip training, memory-efficient networks, or parallel layer-wise training.

plurigrid
plurigrid
165

directed-interval

Directed interval type 2 axiomatizing (0 → 1). Time-directed homotopy for reactions.

plurigrid
plurigrid
165

dialectica

Dialectica Skill (ERGODIC 0)

plurigrid
plurigrid
165

deepwiki-mcp

DeepWiki MCP server for AI-powered GitHub repository documentation and Q&A

plurigrid
plurigrid
165

curiosity-driven

Schmidhuber's curiosity-driven learning: Intrinsic motivation via compression progress. Seek states that improve world model.

plurigrid
plurigrid
165

cognitive-superposition

Cognitive superposition synthesizing Riehl (∞-categories), Sutskever (compression), Schmidhuber (curiosity-driven), and Bengio (GFlowNets) into unified ASI framework with quantum-inspired measurement collapse.

plurigrid
plurigrid
165

lhott-cohesive-linear

Cohesive Linear HoTT patterns for interaction entropy with diagram generation. Implements Schreiber's cohesive modalities (♯,♭,ʃ) and Riley's linear modality (♮) for quantum-classical bridging.

plurigrid
plurigrid
165

koopman-generator

Koopman operator theory for infinite-dimensional linear lifting of nonlinear dynamics. Generates dynamics from observables.

plurigrid
plurigrid
165

influence-propagation

Layer 7 Interperspectival Network Analysis and Influence Flow

plurigrid
plurigrid
165

external

External skill interface for integration with external systems

plurigrid
plurigrid
165

entropy-sequencer

Layer 5 Interaction Interleaving for Maximum Information Gain with DuckDB

plurigrid
plurigrid
165

duck-time-travel

SKILL: Duck Time Travel

plurigrid
plurigrid
165

constraint-generalization

Generalization and composition of constraints across navigators

plurigrid
plurigrid
165

condensed-analytic-stacks

Scholze-Clausen condensed mathematics bridge to sheaf neural networks via 6-functor formalism

plurigrid
plurigrid
165

analyzing-ransomware-encryption-mechanisms

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plurigrid
plurigrid
165

analyzing-prefetch-files-for-execution-history

Parse Windows Prefetch files to determine program execution history including run counts, timestamps, and referenced files for forensic investigation.

plurigrid
plurigrid
165

analyzing-powershell-script-block-logging

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plurigrid
plurigrid
165

analyzing-powershell-empire-artifacts

Detect PowerShell Empire framework artifacts in Windows event logs by identifying Base64 encoded launcher patterns, default user agents, staging URL structures, stager IOCs, and known Empire module signatures in Script Block Logging events.

plurigrid
plurigrid
165

analyzing-persistence-mechanisms-in-linux

Detect and analyze Linux persistence mechanisms including crontab entries, systemd service units, LD_PRELOAD hijacking, bashrc modifications, and authorized_keys backdoors using auditd and file integrity monitoring

plurigrid
plurigrid
165

analyzing-pdf-malware-with-pdfid

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plurigrid
plurigrid
165

analyzing-packed-malware-with-upx-unpacker

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plurigrid
plurigrid
165

analyzing-outlook-pst-for-email-forensics

Analyze Microsoft Outlook PST and OST files for email forensic evidence including message content, headers, attachments, deleted items, and metadata using libpff, pst-utils, and forensic email analysis tools for legal investigations and incident response.

plurigrid
plurigrid
165

analyzing-office365-audit-logs-for-compromise

Parse Office 365 Unified Audit Logs via Microsoft Graph API to detect email forwarding rule creation, inbox delegation, suspicious OAuth app grants, and other indicators of account compromise.

plurigrid
plurigrid
165

cyton-dongle

Connect and stream from OpenBCI Cyton/Daisy via USB dongle, including first-time radio channel pairing

plurigrid
plurigrid
165

color-envelope-preserving

GF(3) color envelope preservation across navigator compositions

plurigrid
plurigrid
165

cognitive-surrogate

Layer 6 Barton Cognitive Surrogate - build, train, validate psychological models with >90% fidelity

plurigrid
plurigrid
165

code-review

Automated code review for pull requests using specialized review patterns. Analyzes code for quality, security, performance, and best practices. Use when reviewing code changes, PRs, or doing code audits.

plurigrid
plurigrid
165

algorithmic-art

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.

plurigrid
plurigrid
165

agent-o-rama

Layer 4 Learning and Pattern Extraction for Cognitive Surrogate Systems

plurigrid
plurigrid
165

abductive-repl

Hypothesis-Test Loops via REPL for Exploratory Abductive Inference with Gay.jl colors

plurigrid
plurigrid
165

jepsen-testing

Jepsen-style correctness testing for distributed systems under faults (partitions, crashes, clock skew) using concurrent operation histories and formal checkers (linearizability/serializability and Elle-style anomalies). Use when designing, implementing, or running Jepsen tests, or interpreting histories/violations.

plurigrid
plurigrid
165

asi-transient-agenda

Org-agenda-like transient views for ASI skill orchestration via nbb/squint + Emacs hydra

plurigrid
plurigrid
165

wechat-article-writer

公众号文章自动化写作流程。支持资料搜索、文章撰写、爆款标题生成、排版优化。当用户提到写公众号、微信文章、自媒体写作、爆款文章、内容创作时使用此 skill。

garfield-bb
garfield-bb
161

skill-creator

Guide for creating effective skills. This skill 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.

garfield-bb
garfield-bb
161

hap-frontend-project

**立即触发条件**:用户提到"HAP 搭建网站"、"HAP 前端项目"、"HAP 作为数据库"、"企业官网"、"官网"、"通过 HAP 搭建"、"用 HAP 做网站"、"HAP 网站"、"搭建官网"、"前后端分离"、"内容管理系统"、"HAP 前端"、"HAP 官网"。提供完整的 HAP + 前端项目搭建指南,包括 HAP 后台配置、前端项目结构、API 集成和数据渲染。

garfield-bb
garfield-bb
161

social-media-automation

自媒体运营自动化技能,支持小红书、抖音、微信公众号、视频号等平台的内容生成、图片生成、数据管理和自动化发布。包含 Tavily API 搜索、内容生成、图片生成、HAP 数据管理和自动化发布等完整流程。新增每日热点内容推荐功能。图片生成支持并行生成、自动下载、自动跳过已存在图片等优化功能。强制要求从 HAP "账号人设" 表读取账号人设配置,禁止使用本地文件。

garfield-bb
garfield-bb
161

pptx

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

garfield-bb
garfield-bb
161

hap-as-database

**立即触发条件**:用户提到"搭建网站"、"企业官网"、"HAP 作为数据库"、"前后端分离"、"内容管理系统"、"HAP 网站"、"HAP 后台"、"数据展示平台"。提供完整的 HAP + 前端项目搭建指导,使用 HAP 作为后台内容管理系统。

garfield-bb
garfield-bb
161

hap-api-doc-updater

专门用于维护和更新明道云 HAP 接口文档的技能。当用户需要在 HAP API 文档中新增、修改、删除接口,或需要同步中英文版本文档时使用此技能。支持组织授权 API (en/zh-Hans) 和应用 API (application) 两种文档类型。

garfield-bb
garfield-bb
161

coo-social-media

COO 社交媒体运营技能,使用 Playwright MCP 实现小红书、抖音、微信公众号、视频号的自动化运营

garfield-bb
garfield-bb
161

hap-view-plugin

创建和开发明道云 HAP 自定义视图插件的技能。**立即触发条件**:用户提到"HAP 视图插件"、"自定义视图"、"mdye"、"视图开发"、"插件开发"、"初始化视图项目"、"启动视图调试"。提供完整的开发工作流程、API 使用指南和最佳实践。

garfield-bb
garfield-bb
161

hap-v3-api

使用明道云 HAP V3 接口搭建页面和操作数据的专业技能。**立即触发条件**:用户提到"HAP V3"、"HAP API"、"接口调用"、"数据接口"、"Appkey"、"Sign"、"接口鉴权"、"Filter 筛选"、"查询数据"、"创建记录"。提供完整的 API 使用指南:鉴权配置、接口调用、筛选器使用、数据操作等。如果用户已配置 HAP MCP,AI 应该自动从 MCP 配置中提取鉴权密钥。

garfield-bb
garfield-bb
161

hap-skills-updater

HAP Skills Collection 技能更新和维护技能。当用户提到"更新技能"、"维护技能"、"更新 hap-skills"、"更新 skill"等需求时使用。帮助用户更新和维护 HAP Skills Collection 中的 4 个核心技能。

garfield-bb
garfield-bb
161

hap-mcp-usage

明道云 HAP MCP 自动化配置技能。**立即触发条件**:用户提到"配置 MCP"、"添加 MCP"、"MCP 配置"、"MCP 连接"、"设置 MCP"、提供包含"hap-mcp-"的配置、提供包含"HAP-Appkey"和"HAP-Sign"的 URL。支持 9 种 AI 工具的自动化配置,配置完成后自动验证连通性。

garfield-bb
garfield-bb
161

es-fetch-api

Use this skill when the user's input contains keywords like "es-fetch-api", "fetch wrapper", "http client", "api request", "/use fetch" or when they need to make HTTP requests in a JavaScript/TypeScript project. This skill provides installation guides, usage examples, and best practices.

lchrennew
lchrennew
16

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic AI aesthetics.

johnlindquist
johnlindquist
164

github

Manage GitHub issues using gh CLI - create, list, view, update, close, and assign issues. Use when working with GitHub issues, bug tracking, or project management tasks.

johnlindquist
johnlindquist
164

diagram

Maintain and synchronize Unified Impact Diagrams following Diagram Driven Development (DDD) methodology. Create, update, and manage diagrams that connect user value to technical implementation.

johnlindquist
johnlindquist
164

ts-testing

Design, implement, and maintain high‑value TypeScript test suites using popular JS/TS testing libraries. Use this skill whenever the user is adding tests, debugging failing tests, or refactoring code that should be covered by tests.

johnlindquist
johnlindquist
164

chrome-devtools

Control and inspect Chrome browser using Chrome DevTools Protocol - navigate pages, debug network requests, analyze performance, take screenshots, interact with elements, and automate browser tasks.

johnlindquist
johnlindquist
164

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.