{"schema_version":"onlylabs.public_signal.v1","title":"xAI Repo: xai-org/community-writer","description":"xAI repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/703e31f5-7f72-4cd5-9253-43f4c054b8fa","json_url":"https://onlylabs.fyi/signals/703e31f5-7f72-4cd5-9253-43f4c054b8fa/signal.json","generated_at":"2026-10-24T20:16:37.572Z","evidence_latest_fetched_at":"2026-10-02T07:03:26.051763+00:00","signal_first_seen_at":"2026-10-02T07:00:44.818357+00:00","org":{"slug":"xai","name":"xAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/xai","dossier_json_url":"https://onlylabs.fyi/labs/xai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/703e31f5-7f72-4cd5-9253-43f4c054b8fa","signal_json":"https://onlylabs.fyi/signals/703e31f5-7f72-4cd5-9253-43f4c054b8fa/signal.json","source":"https://github.com/xai-org/community-writer","lab_dossier":"https://onlylabs.fyi/labs/xai","lab_dossier_json":"https://onlylabs.fyi/labs/xai/dossier.json","analysis":"https://onlylabs.fyi/analysis/xai","analysis_json":"https://onlylabs.fyi/analysis/xai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/xai/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":"xAI published xai-org/community-writer (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo xai-org/community-writer · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/xai-org/community-writer","source_host":"github.com","occurred_at":"2026-09-24T17:00:48+00:00","first_seen_at":"2026-10-02T07:00:44.818357+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"xAI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"xai-org/community-writer","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"4","source":"traction"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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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/703e31f5-7f72-4cd5-9253-43f4c054b8fa/signal.json","required":true},{"label":"source","url":"https://github.com/xai-org/community-writer","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/xai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/xai/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 xAI's repo signal \"xai-org/community-writer\" for frontier lab strategy."},"semantic_triples":[{"subject":"xAI","predicate":"published repo","object":"xai-org/community-writer","text":"xAI published repo xai-org/community-writer."},{"subject":"xai-org/community-writer","predicate":"is classified as","object":"repo signal","text":"xai-org/community-writer is classified as repo signal."},{"subject":"xai-org/community-writer","predicate":"belongs to","object":"repos desk","text":"xai-org/community-writer belongs to repos desk."},{"subject":"xai-org/community-writer","predicate":"has context","object":"Python","text":"xai-org/community-writer has context Python."},{"subject":"xai-org/community-writer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"xai-org/community-writer has evidence coverage 1 captured evidence page."},{"subject":"xai-org/community-writer","predicate":"has captured page count","object":"1","text":"xai-org/community-writer has captured page count 1."},{"subject":"xai-org/community-writer","predicate":"has readable page count","object":"1","text":"xai-org/community-writer has readable page count 1."},{"subject":"xai-org/community-writer","predicate":"has related signal count","object":"6","text":"xai-org/community-writer has related signal count 6."},{"subject":"xai-org/community-writer","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":"xai-org/community-writer 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":"xai-org/community-writer","predicate":"has source host","object":"github.com","text":"xai-org/community-writer has source host github.com."},{"subject":"xai-org/community-writer","predicate":"has lab","object":"xAI","text":"xai-org/community-writer has lab xAI."},{"subject":"xai-org/community-writer","predicate":"has signal desk","object":"repos","text":"xai-org/community-writer has signal desk repos."},{"subject":"xai-org/community-writer","predicate":"has source host","object":"github.com","text":"xai-org/community-writer has source host github.com."},{"subject":"xai-org/community-writer","predicate":"has repository","object":"xai-org/community-writer","text":"xai-org/community-writer has repository xai-org/community-writer."},{"subject":"xai-org/community-writer","predicate":"has language","object":"Python","text":"xai-org/community-writer has language Python."},{"subject":"xai-org/community-writer","predicate":"has stars","object":"4","text":"xai-org/community-writer has stars 4."},{"subject":"xai-org/community-writer","predicate":"has watch term","object":"Data pipeline","text":"xai-org/community-writer has watch term Data pipeline."},{"subject":"xai-org/community-writer","predicate":"has watch term","object":"Infrastructure","text":"xai-org/community-writer has watch term Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"xAI published xai-org/community-writer (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo xai-org/community-writer · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"xAI","predicate":"published repo","object":"xai-org/community-writer","text":"xAI published repo xai-org/community-writer."},{"subject":"xai-org/community-writer","predicate":"is classified as","object":"repo signal","text":"xai-org/community-writer is classified as repo signal."},{"subject":"xai-org/community-writer","predicate":"belongs to","object":"repos desk","text":"xai-org/community-writer belongs to repos desk."},{"subject":"xai-org/community-writer","predicate":"has context","object":"Python","text":"xai-org/community-writer has context Python."},{"subject":"xai-org/community-writer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"xai-org/community-writer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"703e31f5-7f72-4cd5-9253-43f4c054b8fa","url":"https://onlylabs.fyi/signals/703e31f5-7f72-4cd5-9253-43f4c054b8fa","json_url":"https://onlylabs.fyi/signals/703e31f5-7f72-4cd5-9253-43f4c054b8fa/signal.json","source_url":"https://github.com/xai-org/community-writer","title":"xai-org/community-writer","summary":"xAI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"xai","name":"xAI","category":"frontier-lab"},"occurred_at":"2026-09-24T17:00:48+00:00","first_seen_at":"2026-10-02T07:00:44.818357+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/xai-org/community-writer"]},"facets":{"repo":"xai-org/community-writer","language":"Python"},"traction":{"github_stars":4,"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/xai-org/community-writer","final_url":"https://github.com/xai-org/community-writer","title":"xai-org/community-writer repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-02T07:03:26.051763+00:00","bytes":13180,"raw_path":"743fac66f7357392eb82e6e7830408fffb6ec267ffa78bba0f5481f056db2164.json","content_hash":"25b376c7ea8a7810ea91225c88d8ac60bfe16ad5aff2175ffcacb3be52991988","excerpt_chars":1200,"truncated":true,"excerpt":"xai-org/community-writer Description: Community driven AI writer for Community Notes Language: Python License: Apache-2.0 Stars: 1 Forks: 1 Open issues: 0 Created: 2026-09-24T17:00:48Z Pushed: 2026-10-01T17:59:34Z Default branch: main Fork: no Archived: no README: Community Writer The Community Writer is an open-source AI Note Writer that proposes Community Notes through the public [AI Note Writer API](https://communitynotes.x.com/guide/en/api/overview). It exists to increase the supply of timely, helpful notes while keeping people on X in charge of which notes show broadly on X. This repository holds its source code: a service that continuously fetches X posts eligible for Community Notes, drafts candidate notes, evaluates the drafts against a series of automated checks, and submits proposed notes through the API. Proposed notes are rated by Community Notes contributors like any other note; only notes that contributors from different perspectives rate as helpful are shown on posts. 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