📍 Berlin · 🦀 Senior Applied AI Engineer @migRaven · 🚀 planning-with-files
Senior Applied AI Engineer at migRaven Berlin, building Rust runtimes and agent infrastructure. Open-source: 16K+ developers install my skills (planning-with-files, MDDesign, chronos, OpenMark). Eight thousand teaching hours taught me complexity isn't a property of problems; it's a measure of how badly we've drawn the system. So I draw them: in markdown, in skills, in 21k-star repos.
Currently: shipping Rust agent infrastructure at migRaven · maintaining planning-with-files, MDDesign, chronos · publishing skills weekly under npx skills add OthmanAdi/<skill>.
The nine projects that explain the rest of this page. Each one ships, each one solves a system, each one is one npx away.
- 📋 planning-with-files
21,132★ · 1,877 forks— Your agent forgets every/clear. Files fix it. The planning pattern Meta paid $2B for. - 🪟 plan-it
(new)— Stop reading walls of markdown. Start seeing your plan. HTML-first sibling of planning-with-files: single plan.html, survives/clear, SHA-256 attested, 10 templates, 17 IDEs day 1. - 🧩 promptfusion
(27★)— Three weighted prompt layers. LLMs follow your priorities, not their guesses. - 🔭 langsmith-fetch
(25★)— Skip tab-switching to LangSmith Studio. LangChain traces land in your terminal. - 👥 planning-with-teams
(23★)— Run parallel Claude agents on one shared plan. No drift, no duplicated work. - 📑 AI-Docs-Copier
(17★)— One click turns any doc site into clean Markdown for your AI tool. - 🦞 researchclaw
(13★)— Turn a topic into a conference-grade paper. 23-stage pipeline, one command. - 🎨 MDDesign
(8★)— Glue layer between planning, design tokens, memory, and agent teams. No tool replacement. - 🖥️ skill-deck
(4★)— Browse skills across 15+ AI agents from one keypress desktop overlay. - ⏱️ chronos
(1★ · new)— Stop agents guessing "just now". Hook ledger, 7 decision rules, 8 platforms. ▶️ YouTube-Clipper(new)— Hear a great moment in YouTube. Alt+drag the seekbar. Verbatim audio + Whisper transcript + AI bullets + a publishable web page land in one folder. Six-stage pipeline, only stage 5 is AI.
The skill catalog. Built for coding agents (Claude Code, Codex, Cursor, OpenCode, Hermes, ADAL, OpenClaw, Warp, +). Install one-line: npx skills add OthmanAdi/<name> -g.
| Repo | What it does | ★ | |
|---|---|---|---|
| 🗂️ | planning-with-files | Markdown as persistent memory. Task plan, findings, progress survive every reset. | 21,132 |
| 🔭 | langsmith-fetch-skill | LangChain and LangGraph traces pulled into Claude. Debug without leaving the terminal. | 25 |
| 👥 | planning-with-teams | Parallel Claude agents coordinated on shared planning files. No siloed context. | 23 |
| 🦞 | researchclaw-skill | Conference-grade research paper from one topic. 23 stages, self-healing pipeline. | 13 |
| 🎨 | MDDesign | Wire planning, DESIGN.md, memory routing, agent teams, and session handoff in one contract. | 8 |
| 🧠 | codebase-knowledge-builder | Turn any codebase into structured Markdown artifacts your agent reads cold. | 8 |
| 📋 | cowork-workflows | Cowork tasks that survive context resets. Markdown checkpoints replay on reconnect. | 8 |
| 🔀 | code-memory-router | Cut memory-task token burn 61%. Routes WHY to MemPalace, WHERE to QMD. | 3 |
| 🎛️ | openui-forge | Generative UI scaffolds wired to any LLM provider and any backend language. | 3 |
| 📦 | agent-blueprint | Stop building agents from zero. Patterns for tool registries, HITL, streaming, serving. | 2 |
| 🚀 | APEX | Replatforms in 4 weeks instead of 6-12 months. Six skills, three autonomy tiers. | 2 |
| 🌉 | open-responses-agent-skill | OpenAI Responses API, but multi-provider. Switch Groq, Together, Nebius without rewrites. | 2 |
| ⏱️ | chronos | Stop agents guessing "just now". Wall-clock, idle detection, retry windows in one ledger. | 1 |
| 📝 | pr-perfect | PR descriptions your reviewer-agent verifies. Reads commits, learns your team's format. | 1 |
| 🌍 | humanizer-semitic | Turn AI Arabic and Hebrew into text that reads human. 113 patterns, four dialects. | 1 |
| 🎯 | vibe-skills | Website from one prompt. Lives on here.now in seconds. No purple gradients. | 1 |
| 🔗 | awesome-here-now | Catalog of live sites shipped with here.now. Discover patterns, get yours listed. | 1 |
| 🗄️ | schema-architect | SQLite, Redis, Neo4j schemas with typed Rust and Go bindings, ready to ship. | — |
Larger software, not skills. Production-grade systems built around agentic stacks.
| Repo | What it does | ★ | |
|---|---|---|---|
| 📄 | AI-Docs-Copier | One click turns any doc site into Markdown your AI tool actually reads. | 17 |
| 🖥️ | skill-deck | Search skills across 15+ AI coding agents from one desktop overlay keypress. Tauri v2 + Rust. | 4 |
| 🧭 | OpenMark | Turn 8K+ bookmarks into a searchable knowledge graph. ChromaDB and Neo4j in one query. | 4 |
| YouTube-Clipper | Alt+drag a YouTube seekbar → folder with verbatim audio, Whisper transcript, AI summary + bullets, and a publishable index.html. Chrome MV3 extension + local FastAPI daemon, six-stage pipeline, only stage 5 calls an LLM. |
new |
Production-grade work where Neo4j is the spine — graph-as-memory, graph-as-permission-model, graph-as-checkpoint. Built for the Neo4j + agentic-AI intersection.
| Repo | What it does | ★ | |
|---|---|---|---|
| 🔓 | migraven-openfang-mvp | Audit Active Directory compliance via Neo4j Cypher. 24K-line monolith replaced by typed tools. | new |
| 🛡️ | migraven-max-thclaws | Replicate a 25K-line bespoke AD auditor in 2,700 lines of Rust. 90% LOC drop. | new |
| 🧠 | langgraph-checkpoint-neo4j-js | Store LangGraph agent state in Neo4j. Branch checkpoints, time-travel, visual debugging. | 1 |
Neo4j also powers OpenMark (knowledge graph) and schema-architect (multi-DB schema generator) — see sections above.
Production Rust. Tauri. Native runtimes. The MAX-stack credibility tier.
| Repo | What it does | ★ | |
|---|---|---|---|
| 🦀 | ai-model-directory-router-rs | Route 7000+ AI models by cost, context, and fallback. Decimal math, no pricing drift. | — |
| Repo | What it does | ★ | |
|---|---|---|---|
| 🧩 | promptfusion | Three weighted prompt layers. LLMs respect your priorities every turn. A methodology, not a tool. | 27 |
Commercial enterprise products I've led or contributed to at migRaven GmbH — Identity, Data & Access Management for the DACH market. All four shipped within the last 18 months.
- 🛡️ migRaven.MAX · flagship, building now — Identity, Data & Access Management platform. Neo4j knowledge graph with 90+ connectors (AD, Entra ID, SharePoint, Teams, Exchange, file servers). LLM natural-language query layer (Azure OpenAI / AWS Bedrock, EU servers only). Reporting against BSI, ISO 27001, NIS2, DORA, TISAX, DSGVO. Public since Sep 2025 · Launch coverage
- 📨 migRaven.Archiver for Teams (internally: TeamsArchiver) — Microsoft Teams archiving + compliance. Returns channel data to file servers, detects external permissions, selective channel archiving. Launched Jan 2025 · Press release
- 🧠 aikux.Brain (sister company aikux Service GmbH) — Enterprise Knowledge Graph platform. Neo4j + GraphRAG + semantic / LLM layer. Multi-tenant, on-prem or EU cloud, LLM-agnostic. Powers migRaven.MAX. Public since Nov 2025 · Launch coverage
Also leading Nexus internally — the workflow and script-orchestration engine inside migRaven.MAX (not publicly branded).
| Repo | What it does | ★ | |
|---|---|---|---|
| ✂️ | BarbersBuddies · barbersbuddies.com | Launch a barbershop with bookings, payments, and staff scheduling. React + Firebase + Stripe. | 16 |
| 🪞 | Mystic-Portfolio · othmanadi.com | Portfolio site live in four languages with RTL and dark mode ready out of the box. | 1 |
| 🔁 | appwrite-keepalive | Never let an Appwrite free-tier project pause again. GitHub Actions heartbeat every 5 days. | 1 |
- Snyk — Top 8 Claude Skills for Developers → Ranked #1: "the most starred Claude Skill in the planning ecosystem."
- Avi Chawla — The Next Step After Karpathy's Wiki Idea → 16 AI Agent Skills for AI Engineers.
- 💼 LinkedIn → linkedin.com/in/codingwithadi
- 🐦 X / Twitter → @OthmanAmmarAdi
- ✍️ dev.to → dev.to/othmanadi · 8 posts, latest 2026-03-06
- 🌐 Personal site → othmanadi.com
- ✉️ Newsletter → Coming soon. Curated AI / agent engineering, weekly.
"Adi has an exceptional talent for breaking down complex coding concepts into easy-to-understand lessons that were both engaging and interactive. His passion for web development is infectious, and it was clear that he genuinely cared about the success of his students." — Ivan Curmi · Finance Professional, MBA · ex-student
"Adi possesses full technical proficiency in the subjects he teaches. What most impressed me was how well Adi managed the different levels of technical experience that coexisted in the same class. Adi is mindful of the needs of his students and often brings the best out of them." — João Teixeira · Software Engineer, Backend & Distributed Systems (Java/Kotlin/TypeScript)
"The greatest instructors do more than show, or even demonstrate; they inspire. Should I ever go into teaching, the impact his lectures have made on my development journey have the energy I would hope to be able to channel into my future students." — Vernell Clark · Full Stack Software Engineer + Cloud Engineer
"Bis jetzt einer der besten Coding Lehrer die ich je hatte. Jeder der bei ihm lernen kann lernt von einem der Besten." (One of the best coding teachers I've ever had. Anyone who learns from him is learning from one of the best.) — Romano Mantek · Junior Full Stack Developer
More references on LinkedIn.
Repos other developers built on top of the skill.
| Repo | What it is |
|---|---|
| lincolnwan/Planning-with-files-copilot-agent | Entire Copilot agent built around the skill. |
| cooragent/ClarityFinance | AI finance agent framework. Planning-with-Files approach directly credited. |
| oeftimie/vv-claude-harness | Claude Code harness built on Manus-style persistent markdown planning. |
| jessepwj/CCteam-creator | Multi-agent team orchestration skill using file-based planning. |
Code I wrote that lives in known and helpful repos.
| Upstream | Contribution |
|---|---|
davila7/claude-code-templates  |
planning-with-files included in the largest Claude Code template library. Listed on LobeHub. |
ComposioHQ/awesome-claude-skills  |
#21 → first AI observability skill (LangSmith Fetch). |
santifer/career-ops  |
#21 DACH job scanner · #22 engineer-instructor example · #23 German language modes. |
MemPalace/mempalace  |
#558 → fix: skip unreachable reparse points on Windows (WinError 448). |
op7418/guizang-ppt-skill  |
#5 → fix: grid-4 stat overflow + frame overflow:hidden. |
obra/superpowers  |
#255 → fork rebuilt around planning-with-files. PR credits OthmanAdi. |
uberskillsdev/uberSKILLS  |
#65 Windows compatibility · #67 Claude Code skill format support. |
buzhangsan/skill-manager  |
#1 → add planning-with-files and langsmith-fetch skills. |
tobi/qmd  |
#561 → fix(windows): qmd.cmd launcher for MCP stdio spawn. |
rlnorthcutt/analyzeRepo  |
#1 → multi-provider LLM support (Azure OpenAI, OpenAI, Ollama). |
divar-ir/ai-doc-gen  |
#21 → Azure OpenAI Service support. |
| Upstream | PR |
|---|---|
| mattpocock/sandcastle | #519 → feat: ports option for docker() sandbox provider. Expose agent web servers to host. |
| warpdotdev/warp | #9306 → fix(windows): resolve ERROR_UNTRUSTED_MOUNT_POINT (448) for junction + symlink. |
| warpdotdev/warp | #9307 → fix(windows): convert WSL paths to host-native format in /open-file. |
| warpdotdev/warp | #9308 → fix(mcp): size-based log rotation to prevent unbounded MCP log growth. |
Behind the Work · 8,000+ teaching hours · 100+ careers launched · 97K+ LOC in production
- Teaching: 8,000+ hours since 2023 across Morphos, Aikux.Brain, MAX. KI Python module, AI Engineering 12-Factor curriculum.
- Outcomes: 100+ students transitioned into developer roles. References on LinkedIn.
- Production code: 97K+ LOC across migRaven products (Rust + Node + .NET, Neo4j + Redis + Pinecone + Anthropic).
- Open source reach: 21K+ stars · 16K+ developers installing skills · 11 merged PRs into other public repos.
- Currently learning: Rust async runtimes, Tauri v2 internals, formal methods for agent reliability.
- Personal stack: Claude Code + planning-with-files + chronos + MDDesign, locally. Rust on Windows. Berlin-based since 2021, German citizen since 2026.
Draw the system. Ship the markdown. Repeat until obvious.
LinkedIn · X · dev.to · othmanadi.com · Email