Ahmad Othman Ammar Adi

OpenUI generative UI with Rust Axum backend. Async SSE streaming with reqwest and async-stream.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

使用 OpenUI 构建生成式 UI 应用 — 支持任意 LLM 提供商、任意后端语言。脚手架、集成、验证。

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Build generative UI with OpenUI — any LLM provider, any backend language. Scaffold, integrate, validate.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

OpenUI generative UI with Go (net/http) backend. Direct OpenAI API streaming via HTTP.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

OpenUI generative UI with a Java Spring Boot (WebFlux) backend. Streams the OpenAI API directly via WebClient as SSE.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

OpenUI generative UI with Vercel AI SDK. streamText, toUIMessageStreamResponse, and tools support.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Harvests a DESIGN.md from an existing codebase, critiques it against the actual code, and applies safe quick-win fixes. Three modes harvest / critique / fix. Shells out to `npx @google/design.md lint` for structural validation; never reimplements Google's linter. The on-ramp that makes DESIGN.md adoptable for every existing repo, not just greenfield projects.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Three-tier memory layer for the orchestrator. Routes scratch (file-tier), WHERE (QMD), and WHY (MemPalace) through the existing code-memory-router slash command. Never edits planning files directly. Every WHY-tier promotion goes through the HITL gate.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Turns a plan phase into a PhaseSpec v1 and dispatches it to a specialist subagent via the Agent tool. Subagent reads files itself, returns a structured result, the result is logged into progress.md. Markdown is the shared state; no in-memory shared store across agents.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Makes sessions durable across `/clear`, machine reboots, and IDE switches. SessionStart catchup pulls scratch + last MemPalace recall + planning files into context. Stop promotion writes a handoff note and runs memory-keeper. Manual `/mddesign:handoff` re-runs either at any time.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Continuously bridges DESIGN.md into the active planning phase. When the user is working on a UI phase, reads the project's DESIGN.md, extracts the relevant token slice, and appends it to findings.md under "## Design Context" so the agent sees design constraints in its attention window. Never edits DESIGN.md, never edits task_plan.md. Idles when DESIGN.md is absent.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Remove AI-generated writing patterns from Levantine Arabic (الشامي — Syrian, Lebanese, Palestinian) text. Use when editing or reviewing Levantine dialect text to make it sound authentically human-written.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Remove AI-generated writing patterns from Modern Standard Arabic (MSA/الفصحى) text. Use when editing or reviewing Arabic formal text to make it sound naturally human-written.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Remove AI-generated writing patterns from Egyptian Arabic (عامية مصرية / Masri) text. Use when editing or reviewing Egyptian dialect text to make it sound authentically human-written.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Remove AI-generated writing patterns from Modern Hebrew (עברית מודרנית) text. Use when editing or reviewing Hebrew text to make it sound naturally human-written.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Reusable skill for coding agents (Claude, GPT, etc.) to build, optimize, debug, and productionize AI agents and coding agents in Rust. Embeds Rig/ADK patterns, Tokio async architecture, tracing observability, performance techniques, erro...

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Reusable skill for coding agents to build mediahost integrations, API clients, scrapers, bulk downloaders, and media tools. Incorporates the unofficial Python wrapper, auth flow, endpoints, rate-limit handling, and cross-language patterns ...

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Remove AI-generated writing patterns from Egyptian Arabic (عامية مصرية / Masri) text. Use when editing or reviewing Egyptian dialect text to make it sound authentically human-written.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Compose a comparison newsletter from Ahmad's OpenMark saves — A vs B vs C, side-by-side, table-driven. Use when Ahmad wants to compare tools, models, frameworks, approaches, or platforms across his saves. Trigger phrases include "compare", "X vs Y", "head to head", "which should I use", "differences between", "trade-offs between", "/newsletter-comparison". Output centers a markdown table with consistent columns, supports it with short prose blocks, ends with a clear recommendation.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Scrub English drafts for AI tells before publishing. Use for any English LinkedIn post or newsletter draft right after composition and BEFORE export. Removes em-dash-as-pause, weak hedges, rule-of-three patterns, AI vocabulary, negative parallelisms, and inflated symbolism. Triggers on "polish", "humanize", "make this sound human", "/polisher", or after any English composer output. Leaves Arabic and Hebrew drafts untouched — humanizer-* skills handle those.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Quick one-shot lookup over Ahmad's OpenMark bookmark knowledge graph (15k+ items from Edge, LinkedIn, YouTube, Raindrop). Use whenever Ahmad asks "find my bookmarks on X", "what did I save about X", "anything in OpenMark about X", or any single-topic search where he wants results in under 10 seconds. NOT for newsletter drafting or deep research — for those use openmark-deep-research or openmark-newsletter. Triggers on "find my", "what did I save", "openmark", "my bookmarks", "search bookmarks".

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Multi-angle deep-research workflow over Ahmad's OpenMark knowledge graph (13k+ bookmarks). Use whenever Ahmad asks anything that requires more than one search to answer well — "what's the landscape of X in my saves", "do a deep dive on Y", "research X across my bookmarks", "compare what I saved about X vs Y", "give me everything on X". Also use when fast-search returned thin results and Ahmad pushed back ("dig deeper", "more results", "actually research it"). Pairs Neo4j graph search with WebFetch on top picks to bring back fresh page content. Triggers on "deep research", "dig deeper", "research", "landscape", "everything on", "thorough", "comprehensive".

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Remove AI-generated writing patterns from Levantine Arabic (الشامي — Syrian, Lebanese, Palestinian) text. Use when editing or reviewing Levantine dialect text to make it sound authentically human-written.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Manus-style file-based planning for multi-step work. Keep task_plan.md, findings.md, progress.md in your run workspace so the filesystem is your working memory. Use for any research/build with 5+ tool calls. Adapted for OpenMark sub-agents from Ahmad's planning-with-files v3.0.0.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.