Persistent project state for autonomous agents. An append-only log of decisions and constraints that agents write and inherit across context resets.
Pi extension for project-local learned context priors.
Search AI podcast quotes by topic — recent episode excerpts from Lex Fridman, Dwarkesh Patel, No Priors, Latent Space, and dozens more. Universal agentskills.io skill compatible with Claude Code, OpenAI Codex, Hermes Agent, OpenClaw, and any other agent t
Persistent agent memory for AI coding assistants. One command to enable your agent to learn from every conversation.
AdCP SDK — client, server, and compliance harnesses for the AdContext Protocol (MCP + A2A)
Terminal design agent — conversational REPL for generating Figma designs from natural-language PRDs.
Activate template content.
An autonomous AI agent for knowledge work — works your task queue while you sleep.
Learning-first candidate-pack and learned route_fn assembly for promoted OpenClawBrain artifacts.
Inspect TensorFlow.js model architecture and weights from the CLI or programmatically
Semantic Sequential Thinking Layer For Agentic Tools
Bayesian probability transforms for BM25 retrieval scores
A tiny (128B) utility to check if a value is a prime number
MCP server for codebase call-flow analysis. Local, deterministic, language-agnostic. Powered by @codeflow-map/core.
Learning-first OpenClawBrain contracts, route_fn-aware validators, and checksum helpers.
An implementation of a Gaussian Mixture class in one dimension, that allows to fit models with an Expectation Maximization algorithm.
Classification Library
A locus-coeruleus inspired attention-gain signal for LLM agents. Phasic + tonic noradrenaline-style modulation with provenance.
Custom
Stratified Agency SDK — Persistent Vessels steering Ephemeral Engines with moral context injection. Real LLM invocation through the moral frame.
Triggers on seneca actions
In-memory ExperienceLibrary backend with postmortem analysis and surveillance hints for the emerge harness.
A music bot addon for an already made Discord.js bot to run with or simply run by itself.
Model capability surveillance and adaptive decomposition for the emerge agent harness.
Priors for prior-fitted networks
A Rust crate for generating priors for prior fitted networks
Generate MCP servers from CircleCI orb definitions
Sparse non-linear least squares optimization
sophus - geometry for robotics and computer vision
A REST server that wraps Essential server and exposes it's functionality
[DEPRECATED 1.4.1 → see inputx-pinyin-helpers in v1.6 backlog] Pinyin IDF + NGM data + lookup helpers (bigram_boost, estimated_freq_from_log_prior, pinyin_idf_reader). The -cement suffix is a v1.4 taxonomy mis-naming — this crate ships pure data + stateless helpers (no application glue), classifies as a stone. Migration: depend directly on what you need.
Pinyin-specific stateless helpers + embedded IDFv1 dict (with prior_correction baked) + embedded NGMv1 bigram blob, for the inputx-pinyin engine. Bigram boost helpers, log_prior round-trip inverse, IdfReader OnceLock. Successor to inputx-pinyin-cement under the v1.5 D11 taxonomy correction (cement = application source; this crate is pure stones — no per-session state, no application glue).
High-performance probabilistic inference engine
timeseries library
A companion crate for async-openai to ease the composition of function calls by leveraging Rust's type system and enums.
A prior-art search for your code ideas — has this dev tool already been shipped?
has_normalized_attributes is a Ruby on Rails gem that lets you normalize user data for an improved user experience. It takes the messy user inputed data and normalizes it into a nice clean standard format.
simple resolver class that lookup AAAA records prior to A records
has_validated_attributes is a Ruby on Rails gem that lets you validate your fields.
PKP::Physics module; Uses 'Prior Knowledge' as needed.
has_normalized_fields is a Ruby on Rails gem that lets you normalize user data for an improved user experience. It takes the messy user inputed data and normalizes it into a nice clean standard format.
If a primary_key value is passed in when importing using activerecord-import#import an error is raised
Martile is a Markdown pre formatter which is designed to format custom Markdown tags prior to being passed to the Markdown gem.
Remember the route prior to the current controller and redirect/use later In rails project, one common case is one form used to create or update an object can be routed from more than one page, when the object is created or updated, it should be redirected back to wherever it came from. Rails redirect_back doesn't work in this case because: 1. redirect_back in create/update action will go back to new/edit form. 2. usually the form is re-rendered if any error exists, which basically breaks the redirect_back. rails-source-path can hanlde this by explicily specifying the entry actions and remember the previous route in session store, hence can be used in the whole controller. Also a helper method is providered so it can be used in view like 'back' or 'cancel' button.
Run tests for any pod from the command line without any prior knowledge.
Allows to get errors type from an activemodel class, as a symbol, prior to the translation
Inject users & groups into a Vagrant box prior to mounting synced_folders.
Vagrant 1.7+ plugin to provide guest support for omnios (interim prior to core support), yep.