Fine-tune cheap open-source LLMs (GLM, Qwen, DeepSeek) on your AI coding agent's successful runs with LoRA (SFT + DPO) so your model cascade escalates to expensive frontier models (GPT, Claude) less often — cutting cost-per-resolved. Turns run history int

Utility to determine the indirect article (in English) for a given word, using the method described at http://stackoverflow.com/questions/1288291/how-can-i-correctly-prefix-a-word-with-a-and-an/1288473#1288473 and the data provided at http://home.nerbonne

Passive-awareness swarm bus for agent harness pods — threads, non-blocking mentions, and background watchers that fold teammate discoveries in at step boundaries (AgentRadio, arXiv:2607.28430). Freeze the model, evolve the comms policy.

Type safe utilities for throwing errors (and responses) if things aren't quite right. Inspired by npm.im/invariant

Inputmask is a javascript library which creates an input mask. Inputmask can run against vanilla javascript, jQuery and jqlite.

The Unfragile MCP server — one verified answer over the invokable universe: fresh (crawled weekly), tested (machine-verified, honest tiers), signed (Ed25519 trust passports). Answer, search, verify-before-invoke, resolve, passports, census.

Shared utilities for ApexCharts products (licensing, watermark, motion).

Agentic Time: measure an AI agent's internal time and 7-state health from per-channel state deltas, in the browser, on the edge, or in Node — via a tiny WASM build of the emergent-time Rust crate.

Built-in support for popular icon fonts and the tooling to create your own Icon components from your font and glyph map. This is a wrapper around react-native-vector-icons to make it compatible with Expo.

Persistent, local-first memory for AI agents. Selective by design: filters what's worth keeping, links what's related, and says nothing when it doesn't know. SQLite + ONNX, no cloud, no API keys.

Live agent-to-agent communication for Pi — local broker, mesh.v1 protocol, honest delivered/read/answered statuses, hash-only ledger. Zero runtime dependencies. Published as pi-mesh-extension on npm (the plain pi-mesh name is taken by another project).

HoloMeaning — the stratum-2 meaning contract of the HoloScript language. The ONE typed resolution record (status, gap reasons, structured gap) that compiler, reward, corpus grader, and VMs all import. Canon: docs/spec/language-architecture.md.

The GigaFlow verification fence: measure what a tool actually did to the world.

Headless retrieval engine for remember — indexing, hybrid search, ranking, HTTP API, and CLI.

Optional self-hosted read-only Studio analyzer for multi-project AgentInspect workspaces

Context-as-image compression proxy for LLMs: renders bulky context (system prompt, tool docs, history) as dense PNG pages with exact per-provider billing math (Anthropic/OpenAI/Gemini). Node and Cloudflare Workers. Part of the OmniRoute family.

Standalone MCP server for the Cito esports and sports API — 42 curated outcome tools for agents (live scoreboards, round economy, opening duels, clutches, vetoes, rosters, tennis, mma).

Private local benchmark of explicit correction acknowledgments in your Claude Code and Codex history. Downloads and SHA256-verifies the official dumb-n-honest release, then runs it with your local Python 3.10+. No transcript content leaves your machine.

Baseline architectural lessons for Rust + Bevy ECS consumers. ADR-097 Stage 1 pilot. Numeric safety, compile-time discipline, ECS hot-path patterns, schedule edges, determinism fixtures, test-vs-production parity.

Death Mountain game rules and commit-reveal protocol, ported from the Cairo contracts. Shared by the client, the indexer and the API.