研究与知识

add-lang

70Kresearch-knowledge

Add tree-sitter language support to codegraph end-to-end — wire the grammar + extractor, write tests, then benchmark extraction quality and retrieval value on 3 popular real-world repos. Use when the user runs /add-lang <language> or asks to add/support a new language (e.g. Lua, Elixir, Zig, OCaml) in codegraph.

colbymchenry

hyperplan

70Kresearch-knowledge

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', 'adversarial plan', 'hostile planning', 'cross-critique plan', '하이퍼플랜', '적대적 계획', '교차 비평'.

code-yeongyu

create-pull-request

70Kresearch-knowledge

Create a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for review, or open a pull request. Handles commit analysis, branch management, PR template usage, and PR creation using the gh CLI tool.

cline

mcp-builder

69Kresearch-knowledge

用于构建高质量 MCP（模型上下文协议）服务器的指南，使 LLM 能够通过精心设计的工具与外部服务交互。在构建 MCP 服务器以集成外部 API 或服务时使用，无论是使用 Python（FastMCP）还是 Node/TypeScript（MCP SDK）。

twitter-algorithm-optimizer

利用Twitter开源算法洞察，分析和优化推文以获得最大曝光。根据推荐系统对内容的排名方式，重写和编辑用户推文以提高参与度和可见性。

write-openspec-docs

Switches into OpenSpec docs-writing mode; loads the house style guide and drafts or revises pages in its voice (action-first, no preamble, scannable). Use when writing or editing pages in the OpenSpec docs tree.

fission-ai

verify-openspec-docs

Fact-checks OpenSpec user documentation with a fresh-context subagent that re-runs commands and checks claims against source. Manually triggered; not part of the drafting loop. Use when the user asks to verify, fact-check, or accuracy-check a docs page, section, or set of changed claims.

fission-ai

competitive-ads-extractor

从广告库（Facebook、LinkedIn 等）提取并分析竞争对手的广告，了解哪些信息、问题和创意方法有效。帮助启发和改进您自己的广告活动。

file-organizer

智能整理电脑中的文件和文件夹，通过理解上下文、查找重复文件、建议更优结构并自动执行清理任务，减轻认知负担，无需手动操作即可保持数字工作空间整洁。

openspec-explore

67Kresearch-knowledge

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

fission-ai

seo-review

67Kresearch-knowledge

Perform a focused SEO audit on JavaScript concept pages to maximize search visibility, featured snippet optimization, and ranking potential

leonardomso

mem0

67Kresearch-knowledge

Mem0 Platform SDK for adding persistent memory to AI applications. TRIGGER when: user mentions "mem0", "MemoryClient", "memory layer", "remember user preferences", "persistent context", "personalization", or needs to add long-term memory to chatbots, agents, or AI apps. Covers Python SDK (mem0ai), TypeScript SDK (mem0ai), and framework integrations (LangChain, CrewAI, OpenAI Agents SDK, Pipecat, LlamaIndex, AutoGen, LangGraph). Also covers the open-source self-hosted Memory class. This is the DEFAULT mem0 skill for ambiguous queries. DO NOT TRIGGER when: user asks about CLI commands, terminal usage, or shell scripts (use mem0-cli), or Vercel AI SDK / @mem0/vercel-ai-provider / createMem0 (use mem0-vercel-ai-sdk).

mem0ai

add-effect

62Kresearch-knowledge

Add a new effect to @remotion/effects, including implementation, package exports, docs, demos, preview images, Remotion skill updates, formatting, and builds.

remotion-dev

context7-cli

59Kresearch-knowledge

使用 ctx7 CLI 获取库文档、管理 AI 编码技能以及配置 Context7 MCP。当用户提到“ctx7”或“context7”、需要任何库的最新文档、想要安装/搜索/生成技能，或需要为其 AI 编码代理设置 Context7 时激活。

upstash

find-docs

59Kresearch-knowledge

检索任何开发者技术的最新文档、API 参考和代码示例。当用户询问特定库、框架、SDK、CLI 工具或云服务时（即使是 React、Next.js、Prisma、Express、Tailwind、Django 或 Spring Boot 等知名技术），请使用此技能。您的训练数据可能无法反映最近的 API 更改或版本更新。始终用于：API 语法问题、配置选项、版本迁移问题、提及库名称的“如何做”问题、涉及库特定行为的调试、设置说明和 CLI 工具使用。即使您认为知道答案也要使用——不要依赖训练数据获取 API 细节、签名或配置选项，因为它们经常过时。始终根据当前文档进行验证。对于库文档和 API 细节，优先使用此技能而非网络搜索。

upstash

mempalace-recall

59Kresearch-knowledge

Recall protocol for MemPalace — search the palace before answering about past work, people, projects, or prior decisions. Apply when the user asks what was decided, what happened before, who someone is, what was discussed last time, or anything that may already be filed in their memory palace; or when mempalace-recall is invoked. Complements the mempalace setup skill and requires the mempalace-mcp server.

mempalace

read-arxiv-paper

57Kresearch-knowledge

当被要求通过arxiv URL阅读arxiv论文时，使用此技能

karpathy