Shail Choksi

skills. Skills for Real Engineers. Straight from my .agents directory.

agent-skills. Production-grade engineering skills for AI coding agents.

openwhispr. Voice-to-text dictation app with local (Nvidia Parakeet/Whisper) and cloud models (BYOK). Privacy-first and available cross-platform.

codegraph. Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

canary. QA harness built for Claude Code | E2E testing with screen recordings, console logs, network HARs, and Playwright traces

autoresearch. Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

llm-sampling-tuner. Automated parameter sweep pipeline for finding optimal sampling settings for any local LLM on quantized weights

RuView. π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video.

12-factor-agents. What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

Jackrong-llm-finetuning-guide. Jupyter Notebook

immich-drop. A tiny, zero-login web app for collecting photos/videos from anyone into your Immich server.

EuroBot. Discord bot which displays euro mintage statistics as well as a whole bunch of other cool features.

rcpparrayfire. R and ArrayFire library via Rcpp

python-o365. A simple python library to interact with Microsoft Graph and Office 365 API

sirilscripts. Shell

HMM. Python

textract. extract text from any document. no muss. no fuss.

haystack. Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Char2Vec. Python

bert_spacy_rasa. Tutorial for BERT (and other transformer) embeddings with spaCy and Rasa

discord.py. An API wrapper for Discord written in Python.

daanet. DAANet: Dual Ask-Answer Network for Machine Reading Comprehension

BayesianOptimization. A Python implementation of global optimization with gaussian processes.

awesome-quantum-software. Curated list of open-source quantum software projects.

NameDatabases. Text databases of last names from various countries

People-Name-List.

nlp_overview. Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

cheatsheets-ai. Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

clip-as-service. 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

rasa. 💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

tf_ner. Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

deep-learning-with-python-notebooks. Jupyter notebooks for the code samples of the book "Deep Learning with Python"

awesome-public-datasets. A topic-centric list of HQ open datasets.

LeelaTestReporter. Tool for generating discord postable test results from pgn files

lc0-js. The LC0 engine ported to javascript with Emscripten.

tracy. A simple and easy to use trainer to generate Rasa/Snips NLU datasets

chessbot2. Jupyter Notebook

bot-o-tron. Try out lichess' bot interface

LeelaStockZeroFish. LeelaStockZeroFish

LCPlay. Web interface to play against LC0 (Leela Chess Zero)

awesome-selfhosted. A list of Free Software network services and web applications which can be hosted on your own servers