Step 1: Identify what AI takes off your plate.
Decompose
The first move toward becoming the architect of your own human–AI workflow is to honestly inventory which parts of your work AI can do well: literature scans across PubMed/arXiv/bioRxiv, first-draft regulatory writing, code review, summary generation, exploratory data analysis on clinical or assay data. Install Skills that handle them, and reclaim the hours your expertise actually requires. Decomposition is the test: if it can be packaged into a reusable workflow, it should be.
Guides
All guides →Your dissertation is a moat. Your job is to stop hiding it.
Most PhDs entering industry bury their research experience in two lines at the bottom of a resume. This is the wrong approach. Here's how to package dissertation depth as visible, priceable expertise.
Read →You don't need a PhD to be a moat. Here's the MS playbook.
MS holders are routinely under-priced — by themselves and the market. The 18 months you spent specializing are not a watered-down PhD. They are a different instrument. Here's how to use it.
Read →Skills
All skills →rand/cc-polymath
/anti-slop
Comprehensive toolkit for detecting and eliminating AI slop — generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality.
softaworks/agent-toolkit
/writing-clearly-and-concisely
Use when writing prose humans will read — documentation, commit messages, error messages, explanations, reports, or UI text. Applies Strunk's timeless rules for clearer, stronger, more professional writing.
yorkeccak/scientific-skills
/arxiv-search
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.
yorkeccak/scientific-skills
/literature-search
Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. Natural language queries powered by Valyu semantic search.
yorkeccak/scientific-skills
/biomedical-search
Complete biomedical information search combining PubMed, preprints, clinical trials, and FDA drug labels. Powered by Valyu semantic search.
yorkeccak/scientific-skills
/chembl-search
Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.
yorkeccak/scientific-skills
/clinical-trials-search
Search ClinicalTrials.gov with natural language queries. Find clinical trials, enrollment, and outcomes using Valyu semantic search.
yorkeccak/scientific-skills
/medrxiv-search
Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.
yorkeccak/scientific-skills
/biorxiv-search
Search bioRxiv biology preprints with natural language queries. Semantic search powered by Valyu.
ComposioHQ/awesome-claude-skills
/content-research-writer
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
Veronica0206/vera-clinical-indication-researching
/vera-clinical-indication-researching
Systematic clinical indication research producing a structured Word/PDF dossier: MoA landscape, compound landscape, endpoint framework, and study designs. Built by Vera.
Veronica0206/vera-clinical-trial-designing
/vera-clinical-trial-designing
Sample size calculation for clinical trials with binary, continuous, or time-to-event primary endpoints. Single-arm and 1:1 controlled designs. Built by Vera.
Veronica0206/vera-master-trial-designing
/vera-master-trial-designing
Designs and simulates basket, umbrella, and platform master protocols. Public-scope baselines: no-borrowing/complete-pooling basket, MAMS umbrella, concurrent-control platform. Built by Vera.
Tools
All tools →anki
Anki is a smart spaced repetition flashcard program
Continue.dev
Open-source AI coding assistant for VS Code and JetBrains. Brings model-agnostic chat, autocomplete, and edit-with-AI to your editor — connect Claude, GPT, local models via Ollama, or any OpenAI-compatible endpoint.
Logseq
A privacy-first, local-first, open-source platform for personal knowledge management. Outliner-based, with a graph view and Markdown/Org-mode files you fully own.
aider
aider is AI pair programming in your terminal
AppFlowy
Bring projects, wikis, and teams together with AI. AppFlowy is the AI collaborative workspace where you achieve more without losing control of your data. The leading open source Notion alternative.
khoj
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
Open WebUI
A self-hosted, feature-rich web interface for running local LLMs via Ollama. Supports multiple models, conversation history, RAG, and a plugin system — all running on your own hardware.