[{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1379574728,"full_name":"jev-chat/jev-chat-jarvis","repo_url":"https://github.com/jev-chat/jev-chat-jarvis","summary":"装在手机上的对话副驾：在 QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。","owner":"jev-chat","owner_type":"Organization","language":"Kotlin","topics":"accessibility-service,android,chat-assistant,llm,qq","license_spdx":"MIT","ml_subtopic":"llm","stars":6105,"forks":1099,"watchers":6105,"open_issues":23,"age_days":3.6,"stars_per_day":1692.85,"velocity_rank":1,"created_at":"2026-09-21T11:12:53+0000","pushed_at":"2026-09-24T18:22:07+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1377211520,"full_name":"mizorewww/laya-mlx","repo_url":"https://github.com/mizorewww/laya-mlx","summary":"Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.","owner":"mizorewww","owner_type":"User","language":"Python","topics":"apple-silicon,decision-model,inference,laya,local-ai,machine-learning,mlx,modernbert,system-one,typed-decisions","license_spdx":"Apache-2.0","ml_subtopic":"mlops","stars":6226,"forks":478,"watchers":6226,"open_issues":17,"age_days":5.5,"stars_per_day":1132.63,"velocity_rank":2,"created_at":"2026-09-19T13:50:26+0000","pushed_at":"2026-09-22T05:34:51+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1383809012,"full_name":"yetone/magpie","repo_url":"https://github.com/yetone/magpie","summary":"Every agent's model. One place. Codex on DeepSeek, Claude Code on Kimi, from the menu bar.","owner":"yetone","owner_type":"User","language":"Go","topics":"claude-code,codex,deepseek,gemini-cli,llm,macos","license_spdx":"MIT","ml_subtopic":"agents","stars":641,"forks":35,"watchers":641,"open_issues":5,"age_days":1.4,"stars_per_day":460.73,"velocity_rank":3,"created_at":"2026-09-23T16:22:35+0000","pushed_at":"2026-09-25T01:45:22+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1383988294,"full_name":"yukitorido/short-video-generator-AI","repo_url":"https://github.com/yukitorido/short-video-generator-AI","summary":"AI video processing pipeline for generating vertical shorts using LLMs, Whisper transcription, highlight detection and automated editing","owner":"yukitorido","owner_type":"User","language":"Python","topics":"ai,llm,llm-tools,opus-clip,opus-clip-alternative,short-video,short-video-automation,short-video-generator,short-video-maker","license_spdx":"MIT","ml_subtopic":"llm","stars":216,"forks":81,"watchers":216,"open_issues":0,"age_days":1.3,"stars_per_day":164.22,"velocity_rank":4,"created_at":"2026-09-23T18:11:57+0000","pushed_at":"2026-09-23T18:16:08+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1379929433,"full_name":"jev-chat/jev-chat-windows","repo_url":"https://github.com/jev-chat/jev-chat-windows","summary":"JevChat-Windows：聊天窗口旁挂的回复辅助。窗口截图 + 本地离线 OCR 读对方消息 → Jev 判断意图 → 3 条候选一键填入，发送永远手动","owner":"jev-chat","owner_type":"Organization","language":"Python","topics":"chat-assistant,jev,llm,local-first,ocr,privacy,pyqt,python,wechat,windows","license_spdx":"NOASSERTION","ml_subtopic":"llm","stars":533,"forks":118,"watchers":533,"open_issues":15,"age_days":3.5,"stars_per_day":153.85,"velocity_rank":5,"created_at":"2026-09-21T14:37:14+0000","pushed_at":"2026-09-24T16:30:54+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1379166549,"full_name":"nokia-applied-research/AnyJev","repo_url":"https://github.com/nokia-applied-research/AnyJev","summary":"Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating)","owner":"nokia-applied-research","owner_type":"Organization","language":"Python","topics":"calibration,decision-model,jev,jev-model,llm,system-one,transformers,vllm","license_spdx":"Apache-2.0","ml_subtopic":"llm","stars":508,"forks":74,"watchers":508,"open_issues":3,"age_days":3.8,"stars_per_day":132.75,"velocity_rank":6,"created_at":"2026-09-21T05:55:40+0000","pushed_at":"2026-09-25T00:32:27+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1377399471,"full_name":"v-modal/awesome-jev-tools","repo_url":"https://github.com/v-modal/awesome-jev-tools","summary":"A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.","owner":"v-modal","owner_type":"Organization","language":"","topics":"awesome,awesome-list,awesome-lists,jev,llm,robotics,robotics-algorithms,robotics-control,robotics-simulation","license_spdx":"","ml_subtopic":"llm","stars":713,"forks":29,"watchers":713,"open_issues":23,"age_days":5.4,"stars_per_day":132.7,"velocity_rank":7,"created_at":"2026-09-19T16:48:59+0000","pushed_at":"2026-09-24T15:39:54+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1380762959,"full_name":"kydlikebtc/awesome-jev","repo_url":"https://github.com/kydlikebtc/awesome-jev","summary":"1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source citations, dated link checks and scheduled call-site text checks; runtime and performance are not independently…","owner":"kydlikebtc","owner_type":"User","language":"Python","topics":"agent-tools,ai-agents,awesome,awesome-list,calibration,catalog,classification,context-compaction,decision-model,intent-routing,jev,llm,system-one,tool-selection,typesafe-ai","license_spdx":"NOASSERTION","ml_subtopic":"agents","stars":304,"forks":7,"watchers":304,"open_issues":1,"age_days":3.0,"stars_per_day":102.21,"velocity_rank":8,"created_at":"2026-09-22T02:22:54+0000","pushed_at":"2026-09-25T00:48:26+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1379617146,"full_name":"jev-chat/jev-chat-jarvis-mac","repo_url":"https://github.com/jev-chat/jev-chat-jarvis-mac","summary":"聊天悬浮窗助手（macOS）：屏幕感知 + 本地小模型判断意图与风险，按话术生成回复候选。纯只读。","owner":"jev-chat","owner_type":"Organization","language":"Python","topics":"llm,local-first,macos,ocr,privacy,pyobjc,python","license_spdx":"MIT","ml_subtopic":"llm","stars":360,"forks":111,"watchers":360,"open_issues":24,"age_days":3.6,"stars_per_day":100.34,"velocity_rank":9,"created_at":"2026-09-21T11:39:32+0000","pushed_at":"2026-09-24T17:41:31+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1378958030,"full_name":"Alex314618-create/JevRev","repo_url":"https://github.com/Alex314618-create/JevRev","summary":"An LLM + Jev workflow that changes EVERYTHING. Boost your vertebrate brain with a spine inside.","owner":"Alex314618-create","owner_type":"User","language":"TypeScript","topics":"jev,llm,workflow","license_spdx":"MIT","ml_subtopic":"llm","stars":305,"forks":13,"watchers":305,"open_issues":2,"age_days":4.0,"stars_per_day":76.35,"velocity_rank":10,"created_at":"2026-09-21T01:53:13+0000","pushed_at":"2026-09-24T15:54:15+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1383804874,"full_name":"georgeding/Relate","repo_url":"https://github.com/georgeding/Relate","summary":"记得她说过的每一句话，也记得你答应过的每一件事。A self-hosted AI chief of staff for your chats — remembers what they said and what you promised.","owner":"georgeding","owner_type":"User","language":"JavaScript","topics":"ai-assistant,llm,mcp,memory,ollama,openai-compatible,personal-knowledge,privacy,self-hosted,telegram","license_spdx":"AGPL-3.0","ml_subtopic":"llm","stars":97,"forks":0,"watchers":97,"open_issues":0,"age_days":1.4,"stars_per_day":69.64,"velocity_rank":11,"created_at":"2026-09-23T16:20:10+0000","pushed_at":"2026-09-23T16:34:02+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1380633782,"full_name":"Michael-Jiahao-Zhang/game-the-llm-reviewer","repo_url":"https://github.com/Michael-Jiahao-Zhang/game-the-llm-reviewer","summary":"Defend sound research against LLM reviewer bias through meaning-preserving rewrites.","owner":"Michael-Jiahao-Zhang","owner_type":"User","language":"","topics":"academic-writing,agent-skills,ai-research,llm,llm-reviewer,paper-writing,peer-review,prompt-engineering,scientific-writing","license_spdx":"MIT","ml_subtopic":"agents","stars":169,"forks":5,"watchers":169,"open_issues":0,"age_days":3.1,"stars_per_day":54.39,"velocity_rank":12,"created_at":"2026-09-21T23:11:47+0000","pushed_at":"2026-09-22T18:55:19+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1377115777,"full_name":"Heman10x-NGU/openJev-verdict-2.0","repo_url":"https://github.com/Heman10x-NGU/openJev-verdict-2.0","summary":"Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)","owner":"Heman10x-NGU","owner_type":"User","language":"Python","topics":"agentic-ai,brier-score,calibration,decision-engine,deep-learning,encoder,jev,machine-learning,modernbert,non-autoregressive,onnx,openjev,rlcd,selective-prediction,structured-outputs,system-one,text-classification,typesafe-ai,uncertainty-quantification,webgpu","license_spdx":"NOASSERTION","ml_subtopic":"agents","stars":285,"forks":43,"watchers":285,"open_issues":3,"age_days":5.6,"stars_per_day":51.23,"velocity_rank":13,"created_at":"2026-09-19T12:14:46+0000","pushed_at":"2026-09-20T14:54:40+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1377468874,"full_name":"walidboulanouar/awesome-jev-use-cases","repo_url":"https://github.com/walidboulanouar/awesome-jev-use-cases","summary":"Awesome list of TypeSafe AI Jev use cases: 74 demos ranked by likes, 150+ GitHub repos, limits, cost and API examples. CC0","owner":"walidboulanouar","owner_type":"User","language":"","topics":"ai-guardrails,ai-router,awesome,awesome-list,classification,claude-code,decision-model,examples,jev,jev-model,llm,llm-as-a-judge,llm-router,mcp,routing,small-language-model,system-one,typesafe,typesafe-ai,use-cases","license_spdx":"CC0-1.0","ml_subtopic":"llm","stars":178,"forks":19,"watchers":178,"open_issues":17,"age_days":5.3,"stars_per_day":33.44,"velocity_rank":14,"created_at":"2026-09-19T18:01:10+0000","pushed_at":"2026-09-21T16:47:50+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1384036300,"full_name":"yoheinakajima/glance-speedlab","repo_url":"https://github.com/yoheinakajima/glance-speedlab","summary":"A measurement-first lab for low-latency local camera inference with Glance.","owner":"yoheinakajima","owner_type":"User","language":"Python","topics":"apple-silicon,computer-vision,latency,reproducible-research,vision-language-model","license_spdx":"MIT","ml_subtopic":"multimodal","stars":35,"forks":5,"watchers":35,"open_issues":0,"age_days":1.3,"stars_per_day":27.12,"velocity_rank":15,"created_at":"2026-09-23T18:47:21+0000","pushed_at":"2026-09-24T19:47:11+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1384291789,"full_name":"PyModel/jev-judge-mcp","repo_url":"https://github.com/PyModel/jev-judge-mcp","summary":"Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy decides auto, review, or escalate.","owner":"PyModel","owner_type":"Organization","language":"Python","topics":"agent-tools,ai-agents,ai-guardrails,classification,claude-code,fact-checking,guardrails,llm,llm-as-a-judge,llm-evaluation,mcp,mcp-server,mcp-tools,model-context-protocol,prompt-injection,python,reranking,structured-output,uv,verification","license_spdx":"MIT","ml_subtopic":"agents","stars":28,"forks":3,"watchers":28,"open_issues":1,"age_days":1.1,"stars_per_day":24.93,"velocity_rank":16,"created_at":"2026-09-23T22:48:43+0000","pushed_at":"2026-09-24T23:34:45+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1378726612,"full_name":"openlayer-ai/jevals","repo_url":"https://github.com/openlayer-ai/jevals","summary":"Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya.","owner":"openlayer-ai","owner_type":"Organization","language":"Python","topics":"agents,evals,guardrails,jev,llm,llm-evaluation,ragas,typesafe","license_spdx":"MIT","ml_subtopic":"agents","stars":83,"forks":4,"watchers":83,"open_issues":0,"age_days":4.2,"stars_per_day":19.56,"velocity_rank":17,"created_at":"2026-09-20T19:56:13+0000","pushed_at":"2026-09-24T17:21:06+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1382486279,"full_name":"ilien-dev/quiron","repo_url":"https://github.com/ilien-dev/quiron","summary":"AI humanizer skill for Claude Code, Codex and Cursor. Removes AI slop and the signs of AI writing, then measures the rewrite against human baselines.","owner":"ilien-dev","owner_type":"User","language":"Python","topics":"agent-skills,ai-humanizer,ai-slop,ai-writing,anti-slop,claude-code,claude-code-plugin,claude-code-skill,claude-skills,codex,cursor,deslop,humanize-ai-text,humanizer,llm,nlp,prompt-engineering,stylometry,writing-assistant,writing-tools","license_spdx":"AGPL-3.0","ml_subtopic":"agents","stars":40,"forks":3,"watchers":40,"open_issues":0,"age_days":2.1,"stars_per_day":19.3,"velocity_rank":18,"created_at":"2026-09-23T00:01:36+0000","pushed_at":"2026-09-23T23:22:22+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1384367183,"full_name":"jlowin/vibecheck","repo_url":"https://github.com/jlowin/vibecheck","summary":"✨✅ The easiest decisions your code will ever make.","owner":"jlowin","owner_type":"User","language":"Python","topics":"ai,decision-model,jev,llm,python","license_spdx":"","ml_subtopic":"llm","stars":18,"forks":0,"watchers":18,"open_issues":0,"age_days":1.1,"stars_per_day":17.06,"velocity_rank":19,"created_at":"2026-09-24T00:26:22+0000","pushed_at":"2026-09-24T20:06:55+0000"},{"week":"2026-W39","fetched_at":"2026-09-25T01:46:01.651412+00:00","repo_id":1377956199,"full_name":"libingzheren/Jev-Mem","repo_url":"https://github.com/libingzheren/Jev-Mem","summary":"Jev-Mem: System-One Controlled Agentic Memory","owner":"libingzheren","owner_type":"User","language":"Python","topics":"agent,agent-memory,agentic-ai,agentic-memory,agents,jev,jev-ai,llm","license_spdx":"MIT","ml_subtopic":"agents","stars":80,"forks":6,"watchers":80,"open_issues":0,"age_days":4.8,"stars_per_day":16.51,"velocity_rank":20,"created_at":"2026-09-20T05:27:53+0000","pushed_at":"2026-09-22T03:43:26+0000"}]