Agents
AI agents and automation
Skill Evolution Manager
by KKKKhazix
专门用于在对话结束时，根据用户反馈和对话内容总结优化并迭代现有 Skills 的核心工具。它通过吸取对话中的“精华”（如成功的解决方案、失败的教训、特定的代码规范）来持续演进 Skills 库。
excalidraw-diagram
by xstongxue
基于文字说明或结构信息，生成可直接在 Excalidraw 中打开的手绘风 .excalidraw 图表；支持系统架构图、流程图、数据结构图与自由白板草图，输出标准 Excalidraw JSON。
Math-To-Manim
by HarleyCoops
This skill should be used when the user asks to "create a math animation", "animate a mathematical concept", "generate Manim code", "visualize [topic] with animation", "explain [concept] visually", "create an educational video", "build a Manim scene", or mentions "reverse knowledge tree", "prerequisite discovery", or "verbose prompt generation". Provides a complete six-agent workflow for transforming any concept into professional Manim animations through recursive prerequisite discovery.
skill-prompt-convert
by xstongxue
在 Skill（SKILL.md）与 Prompt（聊天框指令）两种格式之间相互转换。支持 Skill→Prompt 与 Prompt→Skill 双向转换，保持核心信息零丢失。当用户提到 Skill 转 Prompt、Prompt 转 Skill、格式互转、SKILL.md 转换时使用。
write-a-skill
by mattpocock
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
zoom-out
by mattpocock
Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
skill-manager
by KKKKhazix
Lifecycle manager for GitHub-based skills. Use this to batch scan your skills directory, check for updates on GitHub, and perform guided upgrades of your skill wrappers.
github-to-skills
by KKKKhazix
Automated factory for converting GitHub repositories into specialized AI skills. Use this skill when the user provides a GitHub URL and wants to "package", "wrap", or "create a skill" from it. It automatically fetches repository details, latest commit hashes, and generates a standardized skill structure with enhanced metadata suitable for lifecycle management.
design-an-interface
by mattpocock
Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".
edge-hint-extractor
by tradermonty
Extract edge hints from daily market observations and news reactions, with optional LLM ideation, and output canonical hints.yaml for downstream concept synthesis and auto detection.
writing-skills
by obra
Use when creating new skills, editing existing skills, or verifying skills work before deployment
edge-candidate-agent
by tradermonty
Generate and prioritize US equity long-side edge research tickets from EOD observations, then export pipeline-ready candidate specs for trade-strategy-pipeline Phase I. Use when users ask to turn hypotheses/anomalies into reproducible research tickets, convert validated ideas into strategy.yaml + metadata.json, or preflight-check interface compatibility (edge-finder-candidate/v1) before running pipeline backtests.
verification-before-completion
by obra
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
dispatching-parallel-agents
by obra
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
apple-reminders
by NousResearch
Manage Apple Reminders via remindctl CLI (list, add, complete, delete).
agent-device
by callstackincubator
Automates interactions for iOS simulators/devices and Android emulators/devices. Use when navigating apps, taking snapshots/screenshots, tapping, typing, scrolling, or extracting UI info on mobile targets.
session-control
by Chachamaru127
"/workのセッションresume/forkを制御。ワークフロー内部用。Do NOT load for: user session management, login state, app state handling."
more-vaults
by tradingstrategy-ai
Add more vault smart contract types to an existing protocol
opencode
by NousResearch
Delegate coding tasks to OpenCode CLI agent for feature implementation, refactoring, PR review, and long-running autonomous sessions. Requires the opencode CLI installed and authenticated.
agentscope-java
by agentscope-ai
Expert Java developer skill for AgentScope Java framework - a reactive, message-driven multi-agent system built on Project Reactor. Use when working with reactive programming, LLM integration, agent orchestration, multi-agent systems, or when the user mentions AgentScope, ReActAgent, Mono/Flux, Project Reactor, or Java agent development. Specializes in non-blocking code, tool integration, hooks, pipelines, and production-ready agent applications.
cartography
by alvinunreal
Repository understanding and hierarchical codemap generation
mermaid
by markdown-viewer
Create flowcharts, sequence diagrams, state machines, class diagrams, Gantt charts, and mindmaps using simple text-based syntax. Best for process flows, API interactions, and technical documentation. NOT for data-driven charts (use vega), quick KPI visuals (use infographic), or layered system architecture (use architecture).
issue-devpipeline
by catlog22
Plan-and-Execute pipeline with Wave Pipeline pattern. Orchestrator coordinates planner (Deep Interaction) and executors (Parallel Fan-out). Planner produces wave queues, executors implement solutions concurrently.
rust-daily
by actionbook
CRITICAL: Use for Rust news and daily/weekly/monthly reports. Triggers on: rust news, rust daily, rust weekly, TWIR, rust blog, Rust 日报, Rust 周报, Rust 新闻, Rust 动态