Results for “ma”

绘制研究领域或技术主题的谱系脉络与历史演进图，可视化思想的演化路径，展示早期工作中的技术难题如何被后续研究逐步解决。当用户想了解某个主题的发展轨迹、某个模型或技术的"家族树"（family tree）、某条研究线索在多年间的演进路线、技术迭代脉络、论文/模型谱系，或询问"X 是如何一步步发展来的""X 解决了前人的什么问题""梳理 X 的发展历史"时触发。产出为嵌入 Mermaid 图表的 Markdown 文件（演进图 + 节点明细表 + 阶段叙事），可直接粘贴至 Mermaid 查看器或提交至代码仓库。

Make a web app agent-ready — propose a WebMCP tool manifest, integrate, verify in a real browser, heal; unrelated code stays untouched. Use for "webmcpify", "add WebMCP", or "expose app actions to AI agents".

Design an Azure AI gateway layer for centralized model routing, policy enforcement, and operational control. Use this skill when users ask about centralized AI traffic management, model governance, rate limiting, or gateway patterns.

Use `review-agent` for a high-risk Engineering Brief when a critical path, architecture boundary, material risk, or multiple downstream tasks need deeper design evidence. Skip ordinary work without those signals.

Selects a minimal, non-redundant set of facts, artifacts, skills, and references for a working decision when context is stale, uncertain, or over budget.

Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural integrity, scalability, and maintainability. Use PROACTIVELY for architectural decisions.

Track performance across sessions and reduce scaffolding as competence grows. Makes fading visible — the learner knows when scaffolds are removed and why. Use for sustained learning engagement where independence is the goal.

Map a complex topic by placing factors on hexagonal tiles where adjacency signals a claimed relationship. Use when students need to surface hidden connections in a system before analysis or action.

Generate and maintain llms.txt files for AI discoverability. Scans repos to create curated content maps that help AI answer engines surface your project accurately. Implements the llms.txt specification from Answer.AI.

LLM-assisted human-in-the-loop review. Make sense of a change, focus attention where it matters, test. Use when the user says "checkpoint", "human review", or "walk me through this change".

Extrai conhecimento de negócio implícito do projeto legado — regras de negócio, ADRs retroativos via Git, máquinas de estado e matriz de permissões. Use na fase de interpretação de uma análise de engenharia reversa.

Access macOS native data (Messages, Contacts, Reminders, Calendar) via MCP server with iMCP. Use when: building AI assistants that access Apple data, querying contacts/reminders from Claude Desktop, integrating macOS apps with AI agents.

LLM-assisted human-in-the-loop review. Make sense of a change, focus attention where it matters, test. Use when the user says "checkpoint", "human review", or "walk me through this change".

Deployment runbook for IntelliVerse Kubernetes services. Use when deploying a new service, updating an existing deployment, rolling back, applying manifests, updating images, scaling, or managing namespaces in the aicart cluster.

Karpathy's LLM Wiki: build/query interlinked markdown KB.

Extract text from PDFs/scans (pymupdf, marker-pdf).

Notion API for creating and managing pages, databases, and blocks.

Create, search, and manage Bear notes via grizzly CLI.

Normalize design to match your design system and ensure consistency

Database management, forms, reports, and data operations with LibreOffice Base.

Write efficient C code with proper memory management, pointer

Database management, forms, reports, and data operations with LibreOffice Base.

Write efficient C code with proper memory management, pointer

Review dependency manifests, lockfiles, and risky install surfaces.

Database management, forms, reports, and data operations with LibreOffice Base.

Database management, forms, reports, and data operations with LibreOffice Base.

Use when building a minimum viable product with maximum constraints

Karpathy's LLM Wiki: build/query interlinked markdown KB.

Manage Apple Notes via memo CLI: create, search, edit.

ElevenLabs text-to-speech with mac-style say UX.

Run interactive design reasoning and create .pen files using Pencil.

Refine a ticket interactively until it is ready for planning.

Review code with specialized security, quality, and silent-failure agents.

Analyze a codebase with specialized agents and propose refactoring tickets.

Notion API for creating and managing pages, databases, and blocks.

Manage YouTube Music library, playlists, and discovery via ytmusicapi.