From 66bcc749c9d713278ffc36aff80cec91e41344d9 Mon Sep 17 00:00:00 2001 From: choice404 Date: Fri, 23 Oct 2026 13:30:14 -0700 Subject: [PATCH] docs: add six saembit jev projects --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index 086d3ca..01f7c02 100644 --- a/README.md +++ b/README.md @@ -304,6 +304,7 @@ Build with Jev from a language, framework, gateway, or data system you already u - [Jevelry](https://github.com/backant-io/jevelry) — Early-stage TypeScript CLI, library, and coding-agent skill for reusable Jev question templates: it maps typed answers to act, mark, or fall back, and keeps a local decision/outcome log for review. Question state goes to TypeSafe; the log keeps a state hash by default but can opt into full state, and configured `run` commands may execute locally without per-action confirmation when confidence is high. - [jevframe](https://github.com/ktaletsk/jevframe) — Early Python library adding async Jev Noul, Choice, Score, and multi-question evaluation to pandas and eager Polars, with full Choice and Score probability distributions, bounded row concurrency, and opt-in memory caching; each uncached row sends selected context to TypeSafe, and LazyFrame expressions are outside v0. - [jevql](https://github.com/kylemclaren/jevql) — psql-shaped CLI and Go/TypeScript/Python SDKs that let you write `WHERE jev(alias, 'condition')`, `jev_prob`, `jev_choice`, and `jev_score` against a vanilla Postgres with no extension: it runs the plain SQL on the server, judges the surviving rows with Jev in batches (cached in local SQLite), and applies filter, sort, and group in the client; every row that survives the SQL filters is sent to TypeSafe and judged, so put cheap predicates in SQL first. +- [jevquery](https://github.com/saembit/jevquery) — TypeScript library that turns a sentence into a typed query plan, Jev picks the table, the filter column, operator and value, the sort and the returned columns from what the schema offers, with Drizzle and Prisma adapters, a Postgres and SQLite SQL builder and Standard Schema hooks so zod or valibot can veto a value or the whole plan; single table, single filter, not yet on npm. - [jevsearch](https://github.com/kylemclaren/jevsearch) — shadcn/ui registry block for ⌘K site search: a local keyword pass streams hits on the first keystroke, then the top 20 go to Jev in one request (a Noul per page, a Choice for the single best answer, and a Noul for whether any page answers) and code re-orders or drops them; with no embeddings or vector database it only re-ranks what the keyword pass retrieves, and keyword order stands if TypeSafe is slow or down. - [Jevstiller](https://github.com/tomerglick57/Jevstiller) — Apache-licensed self-hosted proxy for repeated Jev Choice and Noul calls: point `TYPESAFE_BASE_URL` at it, and it trains a small local head on Jev's own answers and answers locally only within a target agreement checked by a Clopper–Pearson bound and a permanent audit slice. Callers' keys are forwarded and never stored; request text is kept locally for training unless disabled. Score questions are forwarded, while the default local encoder sees only the first 256 tokens of a state, limiting coverage on long inputs. - [json-render](https://github.com/vercel-labs/json-render) — Generative UI framework with an experimental Jev composer that selects components and layout from application-supplied candidates through Vercel AI Gateway. The [Jev API](https://json-render.dev/docs/jev) is unreleased and requires a source build; application code owns components, actions, and side effects. @@ -311,6 +312,7 @@ Build with Jev from a language, framework, gateway, or data system you already u - [LlamaIndex Jev](https://github.com/WiktorB2004/llama-index-jev) — Unofficial LlamaIndex reranker and query-engine selector on the official Python SDK: Jev scores retrieved passages and chooses which tool handles a query; score mode is a 0–3 rubric, not cosine similarity. - [Milvus Model](https://github.com/milvus-io/milvus-model) — Python reranker adapter that sends a query and candidate documents to TypeSafe as batched Jev Noul questions, then sorts the scores while preserving original document indices; the current prompt is claim/evidence-specific, requires a TypeSafe API key, and is confirmed in source but not yet in a verified package release. - [mysql-ailike](https://github.com/maayanlevy/mysql-ailike) — Native MySQL plugin that adds an `AILIKE` predicate for natural-language row filters in `WHERE` and a three-argument `ailike(left, right, prompt)` for semantic `JOIN ... ON` conditions, powered by Jev; it is a preview release, each uncached evaluation is an API request, and evaluated values and prompts are sent to TypeSafe. +- [n8n-nodes-jeff](https://github.com/saembit/n8n-nodes-jeff) — n8n community node that ships prebuilt decisions rather than a question box, Rank over every incoming item in one request, Triage, Guard with pass, review or block from thresholds you set, Match, Verify and a raw Ask; the builders are pure functions with tests, and it is not published or verified yet. - [NeuroLink](https://github.com/juspay/neurolink) — TypeScript SDK that exposes `decide` as a third inference type alongside `generate` and `stream`, backed by TypeSafe's Jev or the open-weights Laya, declared per provider through an `inferenceKinds` field rather than inferred from behaviour, and consumes it internally for model routing, context compaction, MCP tool selection, and RAG planning; every internal caller uses a fail-open wrapper that returns `null` on any failure, so with no key configured the library behaves exactly as it did before, and it is not affiliated with TypeSafe AI or Convai Innovations. - [OCaml SDK](https://github.com/jonesmelton/verdict) — Unofficial eio-based client. - [pg-jev](https://github.com/realZachi/pg-jev) — PostgreSQL extension for Jev-powered `WHERE` predicates, probabilities, Choice, and Score over table rows; it batches rows, caches answers per session, and offers optional query spend caps. Every judged row goes to TypeSafe, and installation needs `plpython3u` and superuser access, which many managed Postgres hosts do not provide. @@ -358,6 +360,8 @@ These tools use typed judgments to search, route, review, or gate developer work - [hush](https://github.com/emreozyoruk/hush) — GitHub Action for issue triage that abstains: label, spam, needs-more-info, and possible-duplicate in one call, each applied only above a threshold the maintainer sets, and nothing at all below it. - [is-malicious](https://github.com/luantak/is-malicious) — CLI that scans source, configuration, build, and CI files with Jev, reports suspicious behavior with file and line pointers, and sends scanned file contents to TypeSafe's API. - [jeff](https://github.com/saembit/jeff-cli) — Go CLI with noul, choice, score and eval commands that map a threshold to an exit code, plus a rank command that sends one Score per item per weighted dimension of a YAML spec in a single request and computes the composite order in code; the state goes to TypeSafe, and the weighted sum is the tool's own arithmetic rather than a Jev feature. +- [jeff-act](https://github.com/saembit/jeff-act) — Go library and CLI where Jev picks an action from a YAML allowlist and each argument from candidates code found, then a ranked ladder runs the first action that clears its floor, required arguments, precondition and risk gate; arguments reach shell actions as environment variables, the API key is stripped from every child process, and the JevQuery half turns a schema into one parameterized SELECT per sentence, one table and one filter for now. +- [jeff-vscode](https://github.com/saembit/jeff-vscode) — VS Code extension that shells out to jeff-cli for three Noul checks, lint rules written in plain English per code chunk on save, comments compared against the code under them, and pastes screened for credentials, personal data and prompt injection; code chunks and pasted text go to TypeSafe through the CLI, and it is not on the marketplace yet. - [Jev Clean](https://github.com/Kunyanli230/jev-clean) — Experimental CSV cleaning tool that computes repair candidates locally and uses Jev Choice, Noul, and Score judgments to gate changes, with audit and rollback records; it sends bounded candidate details and data samples to TypeSafe, and currently limits inputs to 10,000 rows and 30 columns. - [Jev Codex Router](https://github.com/0xNatoshi/jev-codex-router) — Local Codex Router extension that asks Jev for a model tier and thinking depth on each model call, including tool continuations, then relays the native Responses request; it needs a local routing stack, and its published savings backtest simulates an older policy rather than measuring current quota saved. - [Jev Cookbook](https://github.com/nexibeo/jev-cookbook) — Fifteen runnable OpenRouter recipes for support triage, data cleanup, search, browser actions, and Gmail labeling, with small labelled samples and saved live results; the examples keep action thresholds in code, and their sample results do not establish production accuracy. @@ -454,6 +458,7 @@ End-user apps and workflow prototypes show where typed decisions can help with r - [Formanator](https://github.com/timrogers/formanator) — CLI and MCP client for Forma benefit claims: with merchant and description supplied, optional Jev Choice selects from the account's valid benefit/category pairs, then code falls back to an LLM for no match or low confidence. Jev receives merchant and description, not receipt images; CLI submission asks for confirmation by default, while `--yolo` and the MCP `create_claim` tool can submit without that prompt. - [GeekLink Jev Subtitle Translator](https://github.com/GeekLinkDev/jev-subtitle-translator) — Open-source SRT translator and quality-control tool that sends each source–translation pair to Jev as a `Noul` decision, then flags suspected omissions or meaning changes for human review without automatically rewriting subtitles. - [HA-Jev](https://github.com/AboveColin/HA-Jev) — Home Assistant integration that turns typed questions about entity state into sensors and automation actions, with entities reporting daily calls, tokens, and estimated cost and a token budget that halts evaluation; answers carry no explanation, so it is not suitable for safety decisions. +- [jeff-bot](https://github.com/saembit/jeff-bot) — Discord bot generated with botbox where every feature is a Jev decision, settle a debate, rank a list from a modal, tag new forum posts with the forum's own tags, answer questions already in a FAQ and sweep help channels for questions nobody answered; message content goes to TypeSafe, state is JSON per guild, and it has not been run on a live server yet. - [Jev Chat Assistant](https://github.com/jev-chat/jev-chat-jarvis) — Android overlay that reads visible QQ and X conversations through accessibility, Feishu/Lark text through on-device OCR, and WhatsApp one-to-one chats (validated only against recordings), asks Jev for typed intent, danger, and next-action judgments, has a separate text model draft three replies that Jev ranks, and fills a selected reply without sending it; other device tests are author-reported, and chat content goes to the configured model APIs. - [Jev Search](https://github.com/superagents-lab/jev-search) — Web search demo using Jev's typed Choice and Noul judgments to select sources, time ranges, and query candidates, then rank results retrieved through Search1API; relevance scores are model judgments, not verified accuracy. - [Jev Trade](https://github.com/aowang-ai/jev-trade) — Live Hyperliquid desk across five isolated wallets: each tick packages book, tape, and position as state, Jev answers Choice questions for long/short, open/close/hold, and leverage, and application code places or pulls the quote (hold sends no order). Documents a dry-run path; a configured live key sends real testnet or mainnet orders. [Live demo](https://www.jev-trade.com/). @@ -487,6 +492,7 @@ Playable and physical-world experiments pair Jev judgments with deterministic en - [Chess with Jev](https://chriswijnia.com/experiments/chess) — Browser chess and Chess960 where code works out every legal move's facts (exchanges, mates, threats) and Jev picks one per turn as a single Choice, with its candidates drawn as arrows ([source](https://github.com/cwdx/chess-with-jev)). - [EmbodiedJev](https://github.com/FBddcz/embodied-jev) — MuJoCo decision workbench for a Franka Panda arm that compares TypeSafe Jev candidate decisions against rule baselines and other models across pick, place, and obstacle tasks; structured simulator state goes to TypeSafe when Jev is selected, and simulated task completion is not physical-robot reliability. - [HEIST//ONE](https://github.com/AbdelStark/heist-one) — Observable browser stealth game where Jev supplies batched typed judgments for six guards while deterministic code owns the simulation and validates every proposal; includes a Decision Lens, scripted offline mode, evidence traces, tests, and one documented live sandbox extraction. +- [jeff-ink](https://github.com/saembit/jeff-ink) — inkjs wrapper where the player types anything and one Jev request maps it to one of the story's authored choices or none, with help and off story Nouls alongside, nothing generated so the story only goes where it was written; aliases sit in the choice text after a double colon because inkjs drops trailing choice tags, and the demo proxy keeps the key server side. - [Jev Chess](https://jevchess.com) — Anyone can play Jev on a shared chessboard. One Choice question covers every legal move; probabilities shade the board. Its confidence panel uses a narrow, one-ply material check. Source is closed. - [Jev Driver](https://github.com/reinhard-z/vision-jev) — Browser driving demo where Florence-2 captions each image you drop on the road locally, and a Cloudflare Worker sends only the caption and its lane or sidewalk to Jev, asking three Choice questions (action, category, speed limit) whose answer drives the car with no rule table overriding it, and code falls back to fixed per-zone behavior only when captioning or the request fails; live at [drive.mrza.ch](https://drive.mrza.ch), with a ~357 MB first-visit model download and WebGPU recommended. - [Jev Drone](https://github.com/RomanSlack/jev-drone) — MuJoCo quadrotor stack that keeps control and safety in code while using Jev for slower tactical judgments.