{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/chartifact","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/42a2b54e-fa67-4c98-b49b-8917c33e7df4","json_url":"https://onlylabs.fyi/signals/42a2b54e-fa67-4c98-b49b-8917c33e7df4/signal.json","generated_at":"2026-06-27T00:27:53.213Z","evidence_latest_fetched_at":"2026-06-14T07:03:55.14022+00:00","signal_first_seen_at":"2026-06-14T07:00:27.311767+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/42a2b54e-fa67-4c98-b49b-8917c33e7df4","signal_json":"https://onlylabs.fyi/signals/42a2b54e-fa67-4c98-b49b-8917c33e7df4/signal.json","source":"https://github.com/microsoft/chartifact","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/chartifact (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/chartifact · language TypeScript · New Microsoft repo with moderate initial traction (77 stars). onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/chartifact","source_host":"github.com","occurred_at":"2025-06-14T00:24:12+00:00","first_seen_at":"2026-06-14T07:00:27.311767+00:00","date_source":"source","context":"TypeScript"},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/chartifact","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"78","source":"traction"},{"label":"Notability","value":"New Microsoft repo with moderate initial traction (77 stars)","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch 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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?","Which data-business lane explains this signal: Data demand?","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/42a2b54e-fa67-4c98-b49b-8917c33e7df4/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/chartifact","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 Microsoft's repo signal \"microsoft/chartifact\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/chartifact","text":"Microsoft published repo microsoft/chartifact."},{"subject":"microsoft/chartifact","predicate":"is classified as","object":"repo signal","text":"microsoft/chartifact is classified as repo signal."},{"subject":"microsoft/chartifact","predicate":"belongs to","object":"repos desk","text":"microsoft/chartifact belongs to repos desk."},{"subject":"microsoft/chartifact","predicate":"has context","object":"TypeScript","text":"microsoft/chartifact has context TypeScript."},{"subject":"microsoft/chartifact","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/chartifact has evidence coverage 1 captured evidence page."},{"subject":"microsoft/chartifact","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/chartifact matches data-business lanes Data demand."},{"subject":"microsoft/chartifact","predicate":"has captured page count","object":"1","text":"microsoft/chartifact has captured page count 1."},{"subject":"microsoft/chartifact","predicate":"has readable page count","object":"1","text":"microsoft/chartifact has readable page count 1."},{"subject":"microsoft/chartifact","predicate":"has related signal count","object":"6","text":"microsoft/chartifact has related signal count 6."},{"subject":"microsoft/chartifact","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":"microsoft/chartifact 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":"microsoft/chartifact","predicate":"has source host","object":"github.com","text":"microsoft/chartifact has source host github.com."},{"subject":"microsoft/chartifact","predicate":"has lab","object":"Microsoft","text":"microsoft/chartifact has lab Microsoft."},{"subject":"microsoft/chartifact","predicate":"has signal desk","object":"repos","text":"microsoft/chartifact has signal desk repos."},{"subject":"microsoft/chartifact","predicate":"has source host","object":"github.com","text":"microsoft/chartifact has source host github.com."},{"subject":"microsoft/chartifact","predicate":"has repository","object":"microsoft/chartifact","text":"microsoft/chartifact has repository microsoft/chartifact."},{"subject":"microsoft/chartifact","predicate":"has language","object":"TypeScript","text":"microsoft/chartifact has language TypeScript."},{"subject":"microsoft/chartifact","predicate":"has stars","object":"78","text":"microsoft/chartifact has stars 78."},{"subject":"microsoft/chartifact","predicate":"has notability","object":"New Microsoft repo with moderate initial traction (77 stars)","text":"microsoft/chartifact has notability New Microsoft repo with moderate initial traction (77 stars)."},{"subject":"microsoft/chartifact","predicate":"has radar lane","object":"Data demand","text":"microsoft/chartifact has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/chartifact (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/chartifact · language TypeScript · New Microsoft repo with moderate initial traction (77 stars). onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/chartifact","text":"Microsoft published repo microsoft/chartifact."},{"subject":"microsoft/chartifact","predicate":"is classified as","object":"repo signal","text":"microsoft/chartifact is classified as repo signal."},{"subject":"microsoft/chartifact","predicate":"belongs to","object":"repos desk","text":"microsoft/chartifact belongs to repos desk."},{"subject":"microsoft/chartifact","predicate":"has context","object":"TypeScript","text":"microsoft/chartifact has context TypeScript."},{"subject":"microsoft/chartifact","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/chartifact has evidence coverage 1 captured evidence page."},{"subject":"microsoft/chartifact","predicate":"matches data-business lanes","object":"Data demand","text":"microsoft/chartifact matches data-business lanes Data demand."}]},"signal":{"id":"42a2b54e-fa67-4c98-b49b-8917c33e7df4","url":"https://onlylabs.fyi/signals/42a2b54e-fa67-4c98-b49b-8917c33e7df4","json_url":"https://onlylabs.fyi/signals/42a2b54e-fa67-4c98-b49b-8917c33e7df4/signal.json","source_url":"https://github.com/microsoft/chartifact","title":"microsoft/chartifact","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-06-14T00:24:12+00:00","first_seen_at":"2026-06-14T07:00:27.311767+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/microsoft/chartifact"]},"facets":{"repo":"microsoft/chartifact","language":"TypeScript"},"traction":{"github_stars":78,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":14,"matched_terms":["data"],"reason":"Microsoft has a repo signal matching data demand."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/chartifact","final_url":"https://github.com/microsoft/chartifact","title":"microsoft/chartifact repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-14T07:03:55.14022+00:00","bytes":11584,"raw_path":"a6ab0f1abb5120131ba00628bfa5bbb25ce8c9ec2f9ae0e5b5c255d3d52f0899.json","content_hash":"5897ba83ab503b2b0dc1988af19be9656ca650ecf1170aae5767f85e316afdf3","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/chartifact Description: Declarative, interactive data documents Language: TypeScript License: MIT Stars: 77 Forks: 21 Open issues: 27 Created: 2025-06-14T00:24:12Z Pushed: 2026-06-14T05:00:52Z Default branch: main Fork: no Archived: no README: ``` A I C H A T C H A R T A R T I F A C T C H A R T I F A C T ``` Chartifact **Declarative, interactive data documents** Chartifact is a low-code document format for creating interactive, data-driven pages such as reports, dashboards, and presentations. It travels like a document and works like a mini app. Designed for use with your LLM to produce a shareable artifact of your analytic conversations. • [Examples](https://microsoft.github.io/chartifact/examples) • [Try now with your LLM](https://microsoft.github.io/chartifact/prompt) • [Try with Copilot in VsCode](https://marketplace.visualstudio.com/items?itemName=msrvida.chartifact) Ecosystem The Chartifact GitHub repo has source code for these interoperating modules: * A **document schema** that defines plugins and components that communicate together with reactive variables: * **Text** – Markdown with dynamic placeholders * **Inputs** – Textboxes, checkboxes,..."},"evidence_pages":[],"related_signals":[{"id":"6ae6413d-d27f-4b6c-8c34-260526c5ad4a","url":"https://onlylabs.fyi/signals/6ae6413d-d27f-4b6c-8c34-260526c5ad4a","source_url":"https://github.com/microsoft/Agentic-Shiksha","title":"microsoft/Agentic-Shiksha","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T06:44:56+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"fa96889d-12d2-430e-9871-9405d53d73bd","url":"https://onlylabs.fyi/signals/fa96889d-12d2-430e-9871-9405d53d73bd","source_url":"https://github.com/microsoft/XBOX-Game-Development-Documentation","title":"microsoft/XBOX-Game-Development-Documentation","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-26T01:33:33+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"234643d2-74f7-4307-8794-f6e80fec2878","url":"https://onlylabs.fyi/signals/234643d2-74f7-4307-8794-f6e80fec2878","source_url":"https://github.com/microsoft/LAB513-Build-an-AI-Powered-FAQ-Assistant-with-Azure-SQL","title":"microsoft/LAB513-Build-an-AI-Powered-FAQ-Assistant-with-Azure-SQL","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T19:50:36+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"ac8e1b0a-9de4-4215-b6e6-d443de8b7710","url":"https://onlylabs.fyi/signals/ac8e1b0a-9de4-4215-b6e6-d443de8b7710","source_url":"https://github.com/microsoft/TechLab-Module-19-Defender-for-Storage","title":"microsoft/TechLab-Module-19-Defender-for-Storage","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T19:41:12+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"74d1798f-3e3a-4dbb-b4a3-5492da857f7f","url":"https://onlylabs.fyi/signals/74d1798f-3e3a-4dbb-b4a3-5492da857f7f","source_url":"https://github.com/microsoft/Custom-Copilot-Connector-using-Connector-SDK","title":"microsoft/Custom-Copilot-Connector-using-Connector-SDK","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T11:45:08+00:00","first_seen_at":"2026-06-26T23:50:36.940197+00:00","date_source":"source"},{"id":"2b3f3fc0-60f0-4892-934e-c720429e9476","url":"https://onlylabs.fyi/signals/2b3f3fc0-60f0-4892-934e-c720429e9476","source_url":"https://github.com/microsoft/trainer-ai-labs","title":"microsoft/trainer-ai-labs","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-25T07:07:28+00:00","first_seen_at":"2026-06-26T23:50:37.018387+00:00","date_source":"source"}]}