{"schema_version":"onlylabs.public_signal.v1","title":"Zhipu AI (GLM) Repo: zai-org/feedback","description":"Zhipu AI (GLM) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe","json_url":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe/signal.json","generated_at":"2026-06-26T23:24:54.193Z","evidence_latest_fetched_at":"2026-06-22T07:04:21.416771+00:00","signal_first_seen_at":"2026-06-22T07:00:43.913472+00:00","org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/zhipu","dossier_json_url":"https://onlylabs.fyi/labs/zhipu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe","signal_json":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe/signal.json","source":"https://github.com/zai-org/feedback","lab_dossier":"https://onlylabs.fyi/labs/zhipu","lab_dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis":"https://onlylabs.fyi/analysis/zhipu","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Zhipu AI (GLM) published zai-org/feedback. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo zai-org/feedback · Feedback collection repository for AI model outputs.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/zai-org/feedback","source_host":"github.com","occurred_at":"2026-05-16T10:48:07+00:00","first_seen_at":"2026-06-22T07:00:43.913472+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Zhipu AI (GLM)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"zai-org/feedback","source":"source"},{"label":"Stars","value":"6","source":"traction"},{"label":"Context","value":"Feedback collection repository for AI model outputs.","source":"signal"},{"label":"Notability","value":"Routine repo creation, low stars.","source":"signal"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/zai-org/feedback"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-22T07:04:21.416771+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe/signal.json","dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe/signal.json","required":true},{"label":"source","url":"https://github.com/zai-org/feedback","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/zhipu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/zhipu/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Zhipu AI (GLM)'s repo signal \"zai-org/feedback\" for frontier lab strategy."},"semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"published repo","object":"zai-org/feedback","text":"Zhipu AI (GLM) published repo zai-org/feedback."},{"subject":"zai-org/feedback","predicate":"is classified as","object":"repo signal","text":"zai-org/feedback is classified as repo signal."},{"subject":"zai-org/feedback","predicate":"belongs to","object":"repos desk","text":"zai-org/feedback belongs to repos desk."},{"subject":"zai-org/feedback","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/feedback has evidence coverage 1 captured evidence page."},{"subject":"zai-org/feedback","predicate":"has captured page count","object":"1","text":"zai-org/feedback has captured page count 1."},{"subject":"zai-org/feedback","predicate":"has readable page count","object":"1","text":"zai-org/feedback has readable page count 1."},{"subject":"zai-org/feedback","predicate":"has related signal count","object":"6","text":"zai-org/feedback has related signal count 6."},{"subject":"zai-org/feedback","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"zai-org/feedback has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"zai-org/feedback","predicate":"has source host","object":"github.com","text":"zai-org/feedback has source host github.com."},{"subject":"zai-org/feedback","predicate":"has lab","object":"Zhipu AI (GLM)","text":"zai-org/feedback has lab Zhipu AI (GLM)."},{"subject":"zai-org/feedback","predicate":"has signal desk","object":"repos","text":"zai-org/feedback has signal desk repos."},{"subject":"zai-org/feedback","predicate":"has source host","object":"github.com","text":"zai-org/feedback has source host github.com."},{"subject":"zai-org/feedback","predicate":"has repository","object":"zai-org/feedback","text":"zai-org/feedback has repository zai-org/feedback."},{"subject":"zai-org/feedback","predicate":"has stars","object":"6","text":"zai-org/feedback has stars 6."},{"subject":"zai-org/feedback","predicate":"has context","object":"Feedback collection repository for AI model outputs.","text":"zai-org/feedback has context Feedback collection repository for AI model outputs.."},{"subject":"zai-org/feedback","predicate":"has notability","object":"Routine repo creation, low stars.","text":"zai-org/feedback has notability Routine repo creation, low stars.."},{"subject":"zai-org/feedback","predicate":"has watch term","object":"Safety and alignment","text":"zai-org/feedback has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Zhipu AI (GLM) published zai-org/feedback. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo zai-org/feedback · Feedback collection repository for AI model outputs.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Zhipu AI (GLM)","predicate":"published repo","object":"zai-org/feedback","text":"Zhipu AI (GLM) published repo zai-org/feedback."},{"subject":"zai-org/feedback","predicate":"is classified as","object":"repo signal","text":"zai-org/feedback is classified as repo signal."},{"subject":"zai-org/feedback","predicate":"belongs to","object":"repos desk","text":"zai-org/feedback belongs to repos desk."},{"subject":"zai-org/feedback","predicate":"has evidence coverage","object":"1 captured evidence page","text":"zai-org/feedback has evidence coverage 1 captured evidence page."}]},"signal":{"id":"be1dc4f3-4b9e-4927-8378-6ce81945e6fe","url":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe","json_url":"https://onlylabs.fyi/signals/be1dc4f3-4b9e-4927-8378-6ce81945e6fe/signal.json","source_url":"https://github.com/zai-org/feedback","title":"zai-org/feedback","summary":"Zhipu AI (GLM) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-05-16T10:48:07+00:00","first_seen_at":"2026-06-22T07:00:43.913472+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/zai-org/feedback"]},"facets":{"repo":"zai-org/feedback"},"traction":{"github_stars":6,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/zai-org/feedback","final_url":"https://github.com/zai-org/feedback","title":"zai-org/feedback repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-22T07:04:21.416771+00:00","bytes":12112,"raw_path":"30820eed0e875b9126f8c8b201348786157831d149e9e7501efafabca01378a8.json","content_hash":"a606a639cfe3a9ef3401244082e898b927e34ae8647b3fde40372fdb7078b9c9","excerpt_chars":1200,"truncated":true,"excerpt":"zai-org/feedback Description: ZCode 用户建议与反馈收集，处理状态全程公开 License: NOASSERTION Stars: 3 Forks: 0 Open issues: 29 Created: 2026-05-16T10:48:07Z Pushed: 2026-06-22T04:03:47Z Default branch: main Fork: no Archived: no README: --- 📌 快速入口 · Quick Links | 我想…… | I want to… | 入口 | | --- | --- | --- | | 提一个**功能建议** | Suggest a **feature** | [新建建议 →](../../issues/new?template=feature_request.yml) | | 报一个 **Bug** | Report a **bug** | [提交 Bug →](../../issues/new?template=bug_report.yml) | | 问个**使用问题** | Ask a **usage question** | [前往 Discussions →](../../discussions) | | 看**处理进度** | See **progress** | [Project 看板 →](../../projects) · [Issues 列表 →](../../issues) | | 看**未来规划** | See the **roadmap** | [ROADMAP.md →](./ROADMAP.md) | | 看**最近更新** | See **changelog** | [CHANGELOG.md →](./CHANGELOG.md) | > 提交前请先在 [Issues](../../issues?q=is%3Aissue) 和 [Discussions](../../discussions) 搜一下，避免重复。 > Please search existing issues and discussions before submitting to avoid duplicates. --- 🤝 我们的承诺 · Our Commitment - **首次响应 SLA**：3 个工作日内会有维护者评论你的 issue。 *First-response SLA: a maintainer will comment within 3 business days.* - **状态全程公开**：每条反馈都有明确的 `status:` 标签，可在 [看板](../../projects) 看到流转。 *Full transparency:..."},"evidence_pages":[],"related_signals":[{"id":"48759bf3-02e0-43d9-83c5-0fbb4f8168aa","url":"https://onlylabs.fyi/signals/48759bf3-02e0-43d9-83c5-0fbb4f8168aa","source_url":"https://github.com/zai-org/SCAIL-2","title":"zai-org/SCAIL-2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:38:02+00:00","first_seen_at":"2026-06-10T07:00:59.72447+00:00","date_source":"source"},{"id":"d6c9e002-b775-427b-ad28-972e3ab76500","url":"https://onlylabs.fyi/signals/d6c9e002-b775-427b-ad28-972e3ab76500","source_url":"https://github.com/zai-org/Synapse","title":"zai-org/Synapse","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-05-13T11:06:53+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"75ce93bc-7044-4857-87e4-ea48628debf4","url":"https://onlylabs.fyi/signals/75ce93bc-7044-4857-87e4-ea48628debf4","source_url":"https://github.com/zai-org/RPC-Bench","title":"zai-org/RPC-Bench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-04-28T12:32:36+00:00","first_seen_at":"2026-06-23T07:00:46.800182+00:00","date_source":"source"},{"id":"1bc1e9fc-2c53-4c6f-8c88-f46d8ae7f504","url":"https://onlylabs.fyi/signals/1bc1e9fc-2c53-4c6f-8c88-f46d8ae7f504","source_url":"https://github.com/zai-org/ImageMining","title":"zai-org/ImageMining","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-04-28T10:33:43+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"0530d1b0-8293-4e6b-9f76-f1a059b43c41","url":"https://onlylabs.fyi/signals/0530d1b0-8293-4e6b-9f76-f1a059b43c41","source_url":"https://github.com/zai-org/GLM-skills","title":"zai-org/GLM-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-30T08:34:04+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"7d1f43fb-6ff0-47a5-86c4-7222cb22ad17","url":"https://onlylabs.fyi/signals/7d1f43fb-6ff0-47a5-86c4-7222cb22ad17","source_url":"https://github.com/zai-org/Vision2Web","title":"zai-org/Vision2Web","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-29T15:31:33+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"}]}