Coccinella Labs

146
projects
157
repositories
5
systems

Systems

The depth underneath.

Five systems: agents that do work, compute that powers them, runtimes they run in, the machinery that ships them, and the models and data behind them. Standalone tools sit beside all of it.

§01 · agent-infrastructure

Agent infrastructure

Harnesses, runtimes, and bots that plan real work, execute it in sandboxed jobs, pause for approval, and ship audited results.

Stack
Rust · Python · TypeScript
Repositories · 5

§02 · gpu-ml-compute

GPU & ML compute

Apple Silicon kernels, Metal runtimes, and inference interfaces for local and serverless machine learning.

Stack
Swift · Metal · Python · C++
Repositories · 15

§03 · runtime-tooling

Runtimes & developer tooling

CLI foundations, runtimes, and code tools the rest of the collection is built on.

Stack
Rust · Go · TypeScript
Repositories · 9

§04 · build-release

Build & release automation

Versioning, tagging, CI checks, and delivery that ship every other project in the collection.

Stack
Go · Rust · TypeScript · Bash
Repositories · 14

§05 · models-datasets

Models & datasets

Verified models and the controlled data behind them, published on Hugging Face. The training sources for the Hub models stay private.

Stack
Python
Repositories · 2

Outside the systems · apps-utilities

Apps & utilities

Standalone tools outside the five systems above: end-user applications and the shared legal documents that govern the collection.

Stack
Rust · Dart · Markdown
Repositories · 3

Projects

Project index.

Search or filter by language and type.

Show all 146 projects

146 of 146 projects

  • clipb

    A lightweight clipboard utility for developers.

    Rust · CLI · Stable

  • dotenv keep

    Keep and manage .env files safely.

    Python · CLI · Stable

  • release notes

    GitHub Action for generating release notes.

    TypeScript · GitHub Action · Stable

  • fmtcheck

    GitHub Action for formatting checks.

    Go · GitHub Action · Stable

  • gh tag

    GitHub Action for automated version tagging.

    TypeScript · GitHub Action · Stable

  • release

    Runs release automation.

    Shell · GitHub Action · Stable

  • auto merge

    Enables or disables pull request auto-merge.

    Shell · GitHub Action · Stable

  • auto label

    Labels pull requests and issues from commits and files.

    Shell · GitHub Action · Stable

  • bump

    Automates version bumps after merged pull requests.

    Shell · GitHub Action · Stable

  • nightly

    Builds Flutter desktop nightlies.

    YAML · GitHub Action · Stable

  • rust nightly

    Builds Rust nightlies.

    YAML · GitHub Action · Stable

  • release assets

    Builds signed release assets.

    Python · GitHub Action · Stable

  • bot

    GitHub Actions workflows that manage repositories across this org.

    Python · GitHub Action · Stable

  • agentware

    AI-assisted coding tools and developer workflows.

    C++ · CLI · Stable

  • buildanywhere

    One CI script set for Actions, GitLab, and CircleCI.

    Shell · GitHub Action · Stable

  • cli

    GitHub CLI extension that reads the repo list dynamically.

    Shell · CLI · Stable

  • core

    Metal-based GPU compute runtime focused on memory, synchronization, and data movement on Apple Silicon.

    Swift · Library · Stable

  • go kit

    Go CLI for working with Git hosting platforms.

    Go · CLI · Stable

  • gpucomm bot

    GPU-aware GitHub App + CI automation for gpucomm (webhooks, labeling, CUDA/PyTorch checks).

    JavaScript · GitHub Action · Stable

  • gpucomm fs

    Binary-aware artifact store and filesystem foundation for gpucomm (GPU artifacts, datasets, weights).

    Rust · Library · Stable

  • harper

    Rust agent runtime with a TUI, an HTTP API, and a sandbox.

    Rust · CLI · Stable

  • harperbot

    GitHub App bot.

    Python · GitHub Action · Stable

  • hub

    Central hub connecting all repos.

    Shell · CLI · Stable

  • kernelgo

    CLI that prints macOS system and kernel info from uname, written in Go.

    Shell · CLI · Stable

  • kerneljs

    Kernel version CLI.

    Shell · CLI · Stable

  • kernels

    Swift GPU kernels.

    Swift · Library · Stable

  • kernelswift

    CLI that prints macOS system and kernel info from uname, written in Swift.

    Swift · CLI · Stable

  • license

    Shared legal and license documents for the organization.

    Markdown · Template · Stable

  • mlapi

    FastAPI service that serves a GPT-2 causal language model for text generation.

    Python · Library · Stable

  • omnitype

    Type checker.

    Rust · CLI · Stable

  • proof

    Deterministic PR body review.

    YAML · GitHub Action · Stable

  • rl

    Reinforcement learning framework.

    Python · Library · Stable

  • simengine

    Physics simulation engine.

    Makefile · Library · Stable

  • swe agent

    SWE Agent template and utilities.

    Python · Template · Stable

  • tokensdk

    Official TypeScript client for the Coccinella API.

    TypeScript · Library · Stable

  • vertex

    Understand software before you change it.

    TypeScript · CLI · Stable

  • agent sdk

    Reusable agent runtime extracted from Harper.

    Rust · Library · Experimental

  • bitinfer

    Hugging Face encoder inference with float16 weights.

    Python · Library · Experimental

  • harpertoken

    Code quality and style checker for many languages.

    Perl · CLI · Experimental

  • ml

    MPI coordination scaffold for distributed training.

    C++ · Library · Experimental

  • second

    Model-backed inline PR review.

    YAML · GitHub Action · Experimental

  • applekernel

    Notes and scripts for Metal compute on Apple Silicon.

    Swift · Experiment · Experimental

  • browser

    Flutter desktop browser for macOS, Windows, and Linux.

    Dart · Experiment · Experimental

  • jupyterml

    Notebook ML agent.

    Python · Experiment · Experimental

  • macoskernel

    Apple XNU kernel source mirror with per-release branches and build notes.

    C · Experiment · Experimental

  • metal

    Swift package notes.

    Swift · Experiment · Experimental

  • mlxlm

    M1 inference tests.

    Python · Experiment · Experimental

  • sandbox lifecycle

    Controlled sandbox lifecycle dataset and a temporal ordering benchmark.

    Python · Experiment · Experimental

  • mini

    A minimal Go utility library.

    Go · Library · Stable

  • startkit

    Minimal project template for new libraries.

    JavaScript · Template · Stable

  • stale

    Closes stale issues.

    Shell · GitHub Action · Stable

  • title

    Fixes pull request titles.

    Shell · GitHub Action · Stable

  • cancel

    Cancels queued and in-progress workflow runs.

    Shell · GitHub Action · Stable

  • lock

    Locks merged pull requests.

    Shell · GitHub Action · Stable

  • prune

    Normalizes pull request descriptions.

    Shell · GitHub Action · Stable

  • rust fix

    Applies Rust code fixes.

    Rust · GitHub Action · Stable

  • echo

    Suggests related issues.

    Python · GitHub Action · Stable

  • gon

    Reviews Dependabot pull requests.

    Python · GitHub Action · Stable

  • activity

    Tracks project activity in a central issue.

    YAML · GitHub Action · Stable

  • appsdk

    React app that also publishes an AI and automation SDK.

    JavaScript · Library · Stable

  • bin

    Elixir project for reusable data pipelines.

    Elixir · Library · Stable

  • bniladridas profile

    Profile resources, currently focused on Rust.

    Shell · Template · Stable

  • bot identity

    Identity material for the commits made by the automation bot.

    Shell · GitHub Action · Stable

  • clabot

    Checks that contributors have signed the CLA.

    JavaScript · GitHub Action · Stable

  • cli tools

    C++ terminal client for chat completions.

    C++ · CLI · Stable

  • config

    GitHub CLI extension to manage warning messages from warnings repo.

    Shell · CLI · Stable

  • course

    Swift package for observing and controlling macOS processes.

    Swift · Library · Stable

  • dependabot review

    Reviews Dependabot pull requests and comments a summary.

    YAML · GitHub Action · Stable

  • diff

    Pull request reader for GitHub.

    TypeScript · CLI · Stable

  • dotfiles

    macOS developer toolkit with hooks and setup scripts.

    Shell · Template · Stable

  • fix

    GitHub App that strips add prefixes from commit messages.

    Python · CLI · Stable

  • forkcheck

    Scratch repository for verifying fork behavior.

    YAML · GitHub Action · Stable

  • gh pin repo

    Documents the missing GitHub API for pinning repositories.

    Shell · CLI · Stable

  • gitkeep

    Empty template repo with .gitkeep for meta purposes.

    Markdown · Template · Stable

  • glimpse

    Creates marks from icons, shapes, text, and images.

    TypeScript · Template · Stable

  • hautofix

    AI text editor with inline completion.

    TypeScript · CLI · Stable

  • hbadges

    Badge assets.

    Python · Template · Stable

  • hi

    BERT token classification for named entity recognition.

    Python · Library · Stable

  • homebrew kit

    Homebrew tap for the Kit CLI.

    Ruby · Template · Stable

  • homebrew tap

    Homebrew formulas for the org’s projects.

    Ruby · Library · Stable

  • hwhcore

    Constraint core.

    Lean · Library · Stable

  • json repo

    Complete JSON schemas and templates repository.

    JSON · Template · Stable

  • latexgen

    LaTeX generator.

    Python · CLI · Stable

  • manager

    Recipe runner.

    Python · CLI · Stable

  • mcporg

    GitHub org mapping.

    Swift · CLI · Stable

  • md

    Markdown formatting.

    Markdown · CLI · Stable

  • memoraxx

    Llama terminal client.

    C++ · CLI · Stable

  • organictyping

    Keystroke dynamics analyzer.

    TypeScript · CLI · Stable

  • palmshed org

    Shared profile and marks for the Palmshed org.

    Markdown · Template · Stable

  • pathutils

    Path utilities.

    TypeScript · Library · Stable

  • prtemplate

    Pull request template.

    YAML · Template · Stable

  • rag

    Containerized Python package.

    Python · Library · Stable

  • react template

    React UI template with Vite, TypeScript, Tailwind CSS.

    TypeScript · Template · Stable

  • resume

    Resume builder.

    TypeScript · CLI · Stable

  • scout

    Storage tool.

    Swift · CLI · Stable

  • skills

    Skills and capabilities for agents and CLI.

    Markdown · Template · Stable

  • stillness

    Minimal page theme.

    HTML · Template · Stable

  • stremiodiag

    Stremio signing diagnostics.

    Shell · CLI · Stable

  • surface

    GitHub surface audit.

    Shell · CLI · Stable

  • theme

    Minimal theme.

    Shell · Template · Stable

  • thread

    Tiled image pipeline.

    C++ · Library · Stable

  • tracking

    Activity workflow.

    YAML · GitHub Action · Stable

  • tts

    Text to speech.

    TypeScript · CLI · Stable

  • userstring

    User string generator.

    Python · CLI · Stable

  • vesper

    Ruby client for the Gemini generateContent API.

    Ruby · Library · Stable

  • warnings

    Warning and alert messages repository for slash commands.

    YAML · GitHub Action · Stable

  • welcomebot

    Welcome bot.

    JavaScript · GitHub Action · Stable

  • welcomeissues

    Welcome issues.

    YAML · GitHub Action · Stable

  • xgboostapi

    Prediction API.

    Python · Library · Stable

  • l2

    Ruby gem for Google Gemini AI models.

    Ruby · Library · Experimental

  • loom

    JavaScript framework for landing pages.

    TypeScript · Library · Experimental

  • palmshed

    Portfolio site generated from Markdown in the repo.

    TypeScript · Template · Experimental

  • path

    Media exploration tool built on Gemini 2.5.

    HTML · CLI · Experimental

  • weight

    Checks the emotional tone of a message.

    Dart · CLI · Experimental

  • craft

    Experimental Rust developer tool.

    Rust · Experiment · Experimental

  • ai

    Benchmarks and compares language models across providers.

    Python · Experiment · Experimental

  • and

    Notes on vendoring ml-api for offline builds.

    Python · Experiment · Experimental

  • barepi

    Bare-metal firmware for Raspberry Pi 3 and 4.

    C · Experiment · Experimental

  • benchmark

    Whisper and Wav2Vec2 speech models with WER/CER evaluation.

    Python · Experiment · Experimental

  • bible

    Bible notes.

    Markdown · Experiment · Experimental

  • bniladridas

    Profile README for Niladri Das.

    Markdown · Experiment · Experimental

  • brew

    Bare-metal firmware for IoT coffee makers.

    C · Experiment · Experimental

  • browser archive

    Earlier Flutter browser kept for reference.

    Dart · Experiment · Experimental

  • calculator

    Calculator built with haskell-gi, GTK4, and Gio.

    Haskell · Experiment · Experimental

  • clicompare

    Research on Claude and Gemini file reference compatibility.

    JavaScript · Experiment · Experimental

  • collab hub

    Platform for content creation and learning.

    JavaScript · Experiment · Experimental

  • commitfix

    Commit message test.

    Markdown · Experiment · Experimental

  • diff android

    Android app for the DIFF pull request workspace.

    Kotlin · Experiment · Experimental

  • diff mac

    Native macOS app for GitHub pull requests.

    Swift · Experiment · Experimental

  • dot

    Blazor WebAssembly site deployable to GitHub Pages.

    CSS · Experiment · Experimental

  • general

    Web app for browsing photos and videos from Pexels.

    TypeScript · Experiment · Experimental

  • gradledemo

    Java HTTP demo.

    Java · Experiment · Experimental

  • harper notes

    Harper notes.

    Rust · Experiment · Experimental

  • hbotest

    Webhook test.

    Python · Experiment · Experimental

  • hello

    React app.

    JavaScript · Experiment · Experimental

  • lifeboat

    Kaggle dataset notes.

    Jupyter Notebook · Experiment · Experimental

  • lilt

    Android messenger.

    Kotlin · Experiment · Experimental

  • markdownpro

    Markdown workflow app.

    TypeScript · Experiment · Experimental

  • mnistcnn

    Digit classifier.

    Python · Experiment · Experimental

  • models

    Model notes.

    Python · Experiment · Experimental

  • molplatform

    Computer science service.

    Python · Experiment · Experimental

  • patchcore

    Anomaly detection model.

    Jupyter Notebook · Experiment · Experimental

  • press

    A bookshelf of Christian books.

    TypeScript · Experiment · Experimental

  • videos

    Video notes.

    Python · Experiment · Experimental

  • vision

    Vision demo.

    JavaScript · Experiment · Experimental

  • xnubuild

    Build system for compiling the Apple XNU kernel on macOS.

    Shell · Experiment · Experimental

Activity

What’s shipping.

New releases and recent changes across the projects.

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projects: 146repositories: 157systems: 6github.com/coccinella-labs ↗