254 projects
paces
Turn instructional media into structured, interactive learning material
nw
Narrative Workflow
lacing
Interval annotation system
falaw
Agent-friendly Python facade over fal.ai for generating and managing AI media (images, video, audio).
braidio
Weave narration with extracted media segments into audiovisual productions
muvid
Tools to make music videos
cw
Command line Wizard - turn your Python functions into a CLI
wads
Tools for packaging and publishing to pypi for those who just do not want to deal with it
enlace
Serve all your web apps from a single process — they don't import it, they don't know it's there
grub
A ridiculously simple search engine factory
opsward
Diagnose, generate, and maintain the AI agent setup of your projects — CLAUDE.md, skills, subagents, rules, and supporting docs.
xa
Tools for managing remote Claude Code sessions across projects and machines
scribed
One facade over many speech-to-text (ASR) engines, plus a ledger to help you choose between them.
ocracy
Facade to many implementations of (OCR) image-to-text-characters engines
mixing
Tools for video and audio editing
yp
A mapping view to pypi projects
hubcap
A dol (i.e. dict-like) interface to github
kodokan
Study Kodokan Judo throws from video via body-pose analysis
ek
ek (Evaluation Kit) -- a framework for building Knowledge Evaluation systems (evaluating information-extraction outputs; OCR as the noisiest special case)
scraped
Tools for scraping
citeget
Find, acquire, and manage academic references — for AI agents and humans.
hearing
Pluggable meeting transcription & context-aware AI agents, batch or live
mood
Investigations in financial sentiment analysis
odus
Tools to provide easy access to prepared data to data scientists that cannot be asked.
loopyng
Generate synthetic signals for ML pipelines
scoopy
Python interface to live news
brand
A composable pipeline for brand name generation, evaluation, and availability checking
kc
Utils for filtering
enlace_auth
Authentication, sessions, admin dashboard, and per-user stores for the enlace platform
an
AI-driven structured animation in Python: scene.md to rendered video.
openloops
Track the open loops between you and your coding agents: what they left open, what they need from you, and what is no longer blocked
guided
Getting from diagramming to programming
illustration
agentic semantic image retrieval
stream2py
Bring data streams to python with ease
ge
Github Expert - Agentic tools for github
dol
Base builtin tools make and transform data object layers (dols).
dn
Tools for markdown parsing and generation
pdfdol
Data Object Layer for PDF data
pydrivedol
pydrive (googledrive) with a simple (dict-like or list-like) interface
hear
Easy access to audio data
sung
Music data access
http2py
Tools to create python binders to http web services.
hum
A python synthesizer for creating and manipulating audio signals.
taped
Python's serene audio accessor
recode
Tools to make codecs for time-series serialization and deserialization.
walkthru
Turn a sequence of app commands into an editable, re-renderable demo/tour artifact.
lookbook
Distill raw image pools into optimized, high-diversity reference sets for character model training.
artful
Storyboard data model and exporters — lacing-native panels along a timeline
burns
Ken Burns pan/zoom video effects: turn a still image (or a sequence of stills) into a cinematic pan/zoom film.
inkmap
Per-pixel foreground coverage for photographed marks -- QR, barcodes, text, any shape you can model
s3dol
s3 (through boto3) with a simple (dict-like or list-like) interface
denote
Portal and facade for audio-to-symbol tools (MIDI, chords, pitch from audio)
jy
Tools to control JS from Python (jy for Js pY or Js python proxY)
graze
Cache (a tiny part of) the internet
yb
Streamlining media publishing: prepare, upload, and edit videos (YouTube) and podcasts
aix
Artificial Intelligence eXtensions
lag
Performance gauging tools
embody
Generate templated objects
i2
The middleware toolbox
elections
A unified Python interface to multiple election data sources from around the world.
voxy
Facade for voice cloning and speech synthesis
meshed
Link functions up into callable objects
ps
Call any available system command from python
imbed
Tools to work with embeddings
funds
Historical finance data acquisition and caching
mongodol
MongoDB Data Object Layer
hg
Homogenous Groups (Duplication detection, Frequent Itemsets, etc.)
hm
Mnemonic tools
farepy
Multi-source flight search with normalized results, caching, and batch support
owned
A little tool to manage secrets
flaskstream2py
stream2py interface to flask
pchealthstream2py
stream2py interface to pc health
kroki
Access kroki from python
udos
Universal Dataset Open Standard
videostream2py
stream2py interface to video
ke
A framework for building Knowledge Evaluation systems (evaluating information-extraction outputs; OCR as the noisiest special case)
opyratorfront
Generate opyrator UIs and webservices and docker containers from python functions
replize
Tools to create REPL interfaces
enlace_docker
Docker / docker-compose backend strategies for enlace (mode=docker, compose, image, docker_attached)
tec
Tools to inspect python objects
unbox
Finding imports in code
hedger
Self-improving algorithmic trading bot with Claude-Code-driven reflection.
config2py
Simplified reading and writing configurations from various sources and formats
py2mcp
Quick MCP server creation from Python functions
uf
Minimal-boilerplate web UIs for Python functions
ij
Idea Junction - Connect of vague ideas and evolve them to fully functional systems
spyn
Tools to transform data into "model-less" operable inference objects
dol_cookbook
recipes for dol tools
focal
Data Access Objects for local files
extrude
Tool to run a composite web application to easily interact with python functions
doodad
Making access to names easier
reci
Compile declarative CI recipes into fully-wired GitHub Actions workflows with typed data-flow validation.
uj
UI layers for ij
dexis
Data Lexis
arioso
Make tunes
scoreseek
Find a musical score by metadata across pluggable sources (APIs, datasets, local folders)
audiate
Render a symbolic music score (MIDI, MusicXML, ABC, ...) to audio
au
Async Utils - A lightweight, convention-over-configuration async framework for Python
saying
AI-enabled quotes search
foley
Unified facade for sourcing, indexing, and searching sound effects to weave into narration
py2api
Declarative API entry point
test2doc
Generate documentation from tests
redisposted
Concrete implementation of posted (message-broker interface) for Redis
redisdol
redis with a simple (dict-like or list-like) interface
moji
Developing a full emoji language
py2json
Tools for json serialization of python objects
verb
Easy make mini-languages to do python things.
tested
Python test utils
guise
Semantic fingerprinting
haggle
A facade to Kaggle data
equate
Tools for matching things: featurize, compare, and match collections of objects (fuzzy correspondence, not exact equality).
sshdol
Easy dict-like access to server files
odbcdol
odbc (through pyodbc) with a simple (dict-like or list-like) interface
nbdol
Parametrized notebook manipulations
dynamodol
dynamodb (through boto3) with a simple (dict-like or list-like) interface
ftpdol
ftp with a simple (dict-like or list-like) interface
hfdol
Simple Mapping interface to HuggingFace
dropboxdol
dropbox with a simple (dict-like or list-like) interface
cult
Religious texts search engine
codify
Generate codes
babe
Data access and analysis of baby names statistics
bumph
Simple mapping view to docx (Word Doc) elements
dagapp
Making apps from DAGs by just snapping your fingers
cosmodol
Azure Cosmos DB Data Object Layer — dol-style Mapping interfaces over the NoSQL/Core API.
creel
Extract linked information from a mess or sources
audiostream2py
stream2py interface for audio
article
Tools to semi-automate the publication of articles
ba
ba (Bayesian Association) provides a unified probabilistic framework for Qualitative Comparative Analysis (QCA) and Association Rule Mining (ARM)
azuredol
Azure Storage Data Object Layer
atonal
Tools for atonal theory -- pitch class sets, forte numbers etc.
astate
Various AST utils
allude
Building precise functionality from vague specifications
antescofo
A Python interface for Antescofo, the score following and synchronous programming language for music
aiofiledol
aiofile (async filesys operations) with a simple (dict-like or list-like) interface
accompy
Generate backing track audio from chord charts
su
Speech Utils
laugh
Access jokes through python
lexis
Wordnet wrapper - Easy access to words and their relationships
py2c
Tools to bridge python and C
posted
Interfacing with message-broker functionality
ho
Http Objects - Tools to make python interfaces to http services
qo
Quick access to code favorites
oa
Python interface to OpenAI
acture
Python client for an acture MCP server — a dict-like facade over the Model Context Protocol. The acture library itself lives on npm (https://www.npmjs.com/package/acture).
ir
An information-retrieval substrate for agentic systems
xdol
Extended Data Object Layers - dol-based tools
toolery
A searchable, self-maintaining catalog over any corpus of tools, skills, agents, and components.
hired
Streamline the job application process for job seekers - with AI obvs!
vd
A facade over vector databases — one interface, ~15 backends
contaix
Tools to make contexts for AI
skill
AI Agent Skill Search and Management
aikb
Programmatic CRUD for AI project knowledge bases (Claude Projects, Gemini Gems)
ef
Embeddings Flow -- Tools for workflows involving semantic embeddings
aw
AI Agentic Workflows for data preparation and transformation
raglab
A medley of tools to make RAG-based applications.
aw_agents
AI agents for agentic workflows deployable to multiple chatbot platforms
ayn
Agents You Need -- Tools to search and access the AI agents you need
pyrompt
Manage, share, and search prompts and prompt templates, with multiple templating languages
chromadol
Data Object Layer for ChromaDB
larder
Connect functions to stores - fetch inputs & persist outputs
titbit
A place to dump might-be-useful-again code as an alternative of leaving in a notebook where it will never be found again
epythet
Tools for documentation and packaging
raglab_bak
Backend of a system to explore RAG operations (formerly published as raglab)
tonal
Tools for music analysis and generation
ov
OverView of a web app
coact
Reuse your AI stuff across the agent stack: COMPLETE skills into agent definitions and REALIZE them into running agents (glue over skill, aw, py2mcp).
dashfront
dash plugin for the front UI maker
streamlitfront
Generate streamlit frontends from python functions
creek
Simple streams facade
front
Getting from python objects to UIs exposing them
tabled
A (key-value) data-object-layer to get (pandas) tables from a variety of sources with ease
typola
Probabilistic models over linguistic typology source data (WALS, Grambank, ...) with pluggable count-to-probability estimators.
umpyre
Code analysis and quality metrics tracking system for CI/CD
git2py
Mapping git operation to a dict-like Data Object Layer
garble
Make bags of words and do stuff with them for make benefit
qh
Quick Http web-service construction
imbed_data_prep
Modules to acquire and prepare data for the imbed package.
oq
Objects Quickly - AI tools at your finger tips
pacing
Platform for Agentic Clinical Intelligence with Networked Graphs
mv
Live video ML pipeline toolbox
codrill
Extract code exercises from code itself
wrapex
Command Dispatch Refactoring Toolkit — programmatic access to skills, rules, schemas, templates, and examples for incremental command-pattern adoption.
lkj
A dump of homeless useful utils
cosmograph
Visualize large-scale network graphs and machine learning embeddings
sonification
Map data to sound allowing it to be interpreted it in an auditory manner
theremin
A video-to-sound theremin
isee
Python continuous integration (CI) support tools.
xcosmo
Python extensions of cosmograph
wads-test
A repo to test wads repo management functionality
rh
Reactive Html Framework - Transform variable relationships into interactive web apps
wary
Dependency Monitoring
plunk
Miscellaneous stuff I plunk here until they grow up to a repo of their own
msword
Simple mapping view to docx (Word Doc) elements
tapyoca
A medley of things that got coded because there was an itch to do so
py2store
Tools to create simple and consistent interfaces to complicated and varied data sources.
linked
Create and transform graphs
cosmodata
A portal to data sources
atypes
Abstractions for signal machine learning.
xv
Access to arxiv data
ju
JSON schema Utils
keyboardstream2py
stream2py interface for keyboard inputs
strand
Easy creation of non-blocking tasks
pyckup
Tools to provide easy access to prepared data to data scientists that can't be asked.
shaded
Tools for linear dimension reduction
viable
Diagnose source data for sound recognition ML
ohmic
Python tools for Electric Power Quality
linkup
Making mappings operable.
tu
Utils to work with iterables
og
Frequent itemsets -- fp-tree naeseth
cosmograph-widget
None
invest
Python access to structure stock market information
idiom
Access and operations with word2vec data
poclab
A place for POCs to be born and toddler around until they can walk on their own
ug
Utils using Google API
oplot
A medley of plotting tools for data analysis
smart-cv
Tools to retrieve and check information and generate information based on CVs
kafkaposted
Concrete implementation of posted for Kafka
sqldol
sql (through sqlalchemy) with a simple (dict-like or list-like) interface
py2http
Declarative HTTP service entry point.
pipoke
Utils to acquire stuff from pypi and interrogate it
slang
A structural approach to signal ML
stogui
There is a bit of an air of mystery around this project...
lined
Building simple pipelines simply.
know
Funnel live streams of data into storage and other processes
oui
There is a bit of an air of mystery around this project...
fitted
Machine learning tools
slink
Generate sequences
wealth
Visualizing financial relations and evolutions
swipe
Swipe through data once with a comb that will pick up the points you're looking for.
manual
Python interfaces to system calls
trait
ML featurizer and transformer tools
likert
Tools to analyze Likert scale data
guide
Simple object to navigate complex python objects
gurgle
Wrappers to extend ML processing components (perform online/mini-batch learning - track residues - store data - track drift etc.)
forged
Tools for data generation
plcstream2py
stream2py interface to PLC data
viral
Acquiring and analyzing covid-19 (coronavirus) statistics data
arangodol
ArangoDB with a simple (dict-like or list-like) interface
couchdol
couchdb with a simple (dict-like or list-like) interface
oldpy2store
Old version of py2store
vax
Finding covid vaccine appointment slots
sheet
Tools to extract content from ipython (jupyter) notebooks
peruse
Explore a waveform with slang
c2py
Create python wrappers that call c functions (without the headaches).
owner
Tools to prove ownership of content
py2dash
Tools to produce dash (plot.ly) interfaces from existing python functionality
odat
Getting sound/vibration data simply
ooq
Quick access to code favorites
splatter
Vizualizing multidimensional points in a pleasing and informative way
dacc
A declarative approache to data access object construction
on
Tools to make data access layers
zu
Useful Layers for Data Access
aspyre
There's a bit of an air of mystery around this project...
i2i
Tools to build adapters for one interface to talk to another
