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Stars gained since the oldest snapshot of the last seven days.

1. 01jev-ultrafastOne request picks both the operation and the target element from an indexed DOM table; a small LLM only writes typed text. Zürich to London booked in 7.1 seconds.Browser and computer use+246810270
2. 02fast-jev-compactionReplaces the compaction summary with Jev decisions: every tool call and result scored in one request, stale ones dropped, everything kept stays verbatim.Claude Code+5384570
3. 03skillsAgent skills for designing questions, building workflows, and evaluating them.Official SDKs and framework support+412873
4. 04NanoJev0.6B replica with parallel decisions, dynamic candidates, and an end-to-end training pipeline.Open models and replicas+3651195
5. 05SemIfSemantic ifs from open models on a single 3090; the most starred independent replica, formerly openjev.Open models and replicas+3062146
6. 06kevLoRA adapter and readout head on Qwen2.5-0.5B that answers many typed questions in one prefill; trains in under two hours on a MacBook, held-out ECE 0.065, speaks the TypeSafe wire format.Open models and replicas+288711
7. 07jev-traderOne trade decision every Monad block, on Kuru MON-USDC, about 300 ms each.Finance and trading+2231408
8. 08Jev-cuCodex computer use where Jev picks the element, action, completion, and risk from on-screen text, no screenshots sent; Chinese readme.Browser and computer use+161402
9. 09typesafe-computer-useOCR the screen, classify the next action, click; about $0.0002 a step on macOS.Browser and computer use+108564
10. 10simple-jevReads next-token logits from any Hugging Face model for choice, rubric, and support questions; public demo API with no key.Open models and replicas+108338
11. 11jevlikeOpen option scorer that reads candidate logits instead of generating JSON.Open models and replicas+691030
12. 12jev-searchSource selection, query understanding, and relevance ranking for web search.Search, reranking and RAG+65264

Every GitHub-hosted project on the list, by star count.

1. 01jev-ultrafastOne request picks both the operation and the target element from an indexed DOM table; a small LLM only writes typed text. Zürich to London booked in 7.1 seconds.Browser and computer use10270stars
2. 02eveVercel's agent framework; Jev is the typed judge in its evaluate step.Official SDKs and framework support5278stars
3. 03fast-jev-compactionReplaces the compaction summary with Jev decisions: every tool call and result scored in one request, stale ones dropped, everything kept stays verbatim.Claude Code4570stars
4. 04SemIfSemantic ifs from open models on a single 3090; the most starred independent replica, formerly openjev.Open models and replicas2146stars
5. 05pi-mcp-adapterOpt-in typed evaluation and semantic search over MCP tool results, behind a per-server data-egress allowlist.Pi1499stars
6. 06jev-traderOne trade decision every Monad block, on Kuru MON-USDC, about 300 ms each.Finance and trading1408stars
7. 07NanoJev0.6B replica with parallel decisions, dynamic candidates, and an end-to-end training pipeline.Open models and replicas1195stars
8. 08jevlikeOpen option scorer that reads candidate logits instead of generating JSON.Open models and replicas1030stars
9. 09skillsAgent skills for designing questions, building workflows, and evaluating them.Official SDKs and framework support873stars
10. 10ai-cliThe Vercel AI SDK in your terminal, with an evaluate path that runs on Jev.Official SDKs and framework support807stars
11. 11kevLoRA adapter and readout head on Qwen2.5-0.5B that answers many typed questions in one prefill; trains in under two hours on a MacBook, held-out ECE 0.065, speaks the TypeSafe wire format.Open models and replicas711stars
12. 12typesafe-computer-useOCR the screen, classify the next action, click; about $0.0002 a step on macOS.Browser and computer use564stars

Last commit to the default branch, as GitHub reports it.

1. 01jevmlxParallel constrained decisions for any MLX model on Apple Silicon, one forward pass.Open models and replicas2026-09-2041
2. 02notraTurns work into content, with Jev deciding what is worth posting.Applications and extensions2026-09-20192
3. 03NanoJev0.6B replica with parallel decisions, dynamic candidates, and an end-to-end training pipeline.Open models and replicas2026-09-201195
4. 04AugustusSkill for deciding where a typed judgment belongs at all and what stays in code; a companion to the official skill, not a replacement.Coding agents2026-09-205
5. 05pg_typesafePre-alpha PostgreSQL extension for categorical classification with Jev.Data and ops2026-09-2079
6. 06openvonsOpen decision layer answering a finite option set with probabilities split into execute, confirm, and reject. Independent replica, not TypeSafe weights.Open models and replicas2026-09-2010
7. 07typesafe-playground by TypeSafeAI110 use cases, games, and model challenges with editable prompts and A/B comparisons; a community org, not the vendor, formerly under BunsDev.Playgrounds and demos2026-09-2014
8. 08deciderOne-pass typed decisions fine-tuned from Qwen3.5-2B.Open models and replicas2026-09-20106
9. 09reflexSmall open decision model on Qwen3.5: state plus typed questions to calibrated probabilities.Open models and replicas2026-09-2081
10. 10jev-belayStop hook that blocks an unverified "done": reads the transcript for evidence and, only when files changed with no passing check since, spends one four-question Jev call; fails open on every error path.Claude Code2026-09-2012
11. 11pi-wardenGuardrails that steer instead of interrupt: irreversible calls, off-task calls, stuck loops, unverified done claims, about 250 ms each.Pi2026-09-2099
12. 12JevLintConfigurable semantic linting with file-level Noul judgments.Code review and quality2026-09-2010

First time each entry appeared in the readme. Newest 24 of 333, the rest are in the full list.

1. 01pi-mcp-adapterOpt-in typed evaluation and semantic search over MCP tool results, behind a per-server data-egress allowlist.Pi2026-09-20
2. 02hermes-jev-approvalsApproves, denies, or escalates flagged shell commands before they run; vendor-reported speedups.Hermes2026-09-20
3. 03PlayJevPlays ten browser games from the frame alone on a fine-tuned Qwen3.5-0.8B, one forward pass per move, open weights and a browser demo.Open models and replicas2026-09-20
4. 04pi-jev-sentinelChecks Pi tool calls, tool outputs, and replies for risky actions and prompt injection, with user approvals, context re-checks, secret scrubbing, and optional task pinning.Pi2026-09-20
5. 05hermes-jev-pluginFour Hermes tools for atomic checks, routing, and rubric scoring; listed in the Hermes plugin catalog.Hermes2026-09-20
6. 06openpoke-meets-jevOpenPoke fork that moves email screening, a tool-call guardrail, and search reranking onto Jev, with an A/B against the Sonnet call it replaced and an adversarial run on the injection gate.Applications and extensions2026-09-20
7. 07jev-web-analyzerTurns a SaaS landing page into Markdown and asks Jev ten bounded Choice questions about what a first-time visitor understands, shown as a founder teardown.Playgrounds and demos2026-09-20
8. 08jev-folio-recursive-classifierClassifies OCR'd legal agreements through the FOLIO Document Types ontology with recursive Jev Choices, beam search, confidence-gated leaf stopping, and context-length benchmarking.Search, reranking and RAG2026-09-20
9. 09kevLoRA adapter and readout head on Qwen2.5-0.5B that answers many typed questions in one prefill; trains in under two hours on a MacBook, held-out ECE 0.065, speaks the TypeSafe wire format.Open models and replicas2026-09-19
10. 10vexjoy-agentAgent toolkit whose `/d` command picks the specialist agent, skill, and pipeline with one Jev call, plus an optional Jev auto-compact plugin.Claude Code2026-09-19
11. 11Jev-cuCodex computer use where Jev picks the element, action, completion, and risk from on-screen text, no screenshots sent; Chinese readme.Browser and computer use2026-09-19
12. 12simple-jevReads next-token logits from any Hugging Face model for choice, rubric, and support questions; public demo API with no key.Open models and replicas2026-09-19
13. 13tax-doc-classifierOne request per page picks among 261 IRS forms and seven page kinds; reports 100 percent on its corpus at $0.001 a page, 34 times cheaper than the LLM pipeline it replaced.Data and ops2026-09-19
14. 14jev-browser-useCodex skill and plugin where Jev handles navigation, clicks, and scrolling and Codex keeps typing and verification; reports browser steps 5 to 10 times faster.Browser and computer use2026-09-19
15. 15perchSemantic linting: rules in plain language, each file judged by Jev, run locally or in CI.Code review and quality2026-09-19
16. 16OpenJev by razorback16Jev-compatible decision server on DiffusionGemma 26B through vLLM, images included, hosted free on [Codiv](https://codiv.ai).Open models and replicas2026-09-19
17. 17jeff by logan-markewichSelf-hosted System One API on the 400M GLiFormer, with benchmarks that say where it trails Jev.Open models and replicas2026-09-19
18. 18jev-prunerTrims long Bash output with Jev after the command runs and before the model sees it; short output, errors, and structured formats pass untouched.Claude Code2026-09-19
19. 19JevPilotThree.js driving simulator where Jev picks steering and speed from sampled paths up to four times a second; [drive it](https://jevpilot.standardagents.ai).Games, robotics and simulation2026-09-19
20. 20JevRouterModels, subagents, skills, MCP tools, and CLIs as one candidate set; Jev picks, the router enforces permissions and risk; reports 44 percent first-five tool-call hits against 24 for DeepSeek on Toolathlon.Routing and gateways2026-09-19
21. 21Sponsor SkipChrome extension that finds sponsor reads from the transcript or live audio and jumps past them; code owns every timestamp, under a cent an hour in transcript mode.Applications and extensions2026-09-19
22. 22openjev by daseinlabsPrefills once and scores every option in one padded pass on Gemma 3 4B with MLX; plays Doom from the terminal in the demo.Open models and replicas2026-09-19
23. 23jev-gatewayLocal gateway for Codex and Claude Code that sends the "which tool next" decision to Jev and everything else to your usual model.Routing and gateways2026-09-19
24. 24save-token-jevCompaction that asks Jev which tool calls still matter and keeps the rest verbatim, with adapters for Claude Code, Codex, OpenCode, and raw API transcripts.Claude Code2026-09-19