{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/just","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/4c974ac9-eb4c-4be6-8586-a9ab9331ad4f","json_url":"https://onlylabs.fyi/signals/4c974ac9-eb4c-4be6-8586-a9ab9331ad4f/signal.json","generated_at":"2026-06-11T03:55:53.713505+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/4c974ac9-eb4c-4be6-8586-a9ab9331ad4f","signal_json":"https://onlylabs.fyi/signals/4c974ac9-eb4c-4be6-8586-a9ab9331ad4f/signal.json","source":"https://github.com/microsoft/just","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":null},"answer_pack":{"answer":"Microsoft published microsoft/just (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/just · language TypeScript. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/just","source_host":"github.com","occurred_at":"2019-01-17T18:07:00+00:00","first_seen_at":"2026-06-06T07:00:06.411378+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/just","source":"source"},{"label":"Language","value":"TypeScript","source":"source"},{"label":"Stars","value":"2,026","source":"traction"},{"label":"Watch term","value":"Safety and 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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/4c974ac9-eb4c-4be6-8586-a9ab9331ad4f/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/just","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":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 Microsoft's repo signal \"microsoft/just\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/just","text":"Microsoft published repo microsoft/just."},{"subject":"microsoft/just","predicate":"is classified as","object":"repo signal","text":"microsoft/just is classified as repo signal."},{"subject":"microsoft/just","predicate":"belongs to","object":"repos desk","text":"microsoft/just belongs to repos desk."},{"subject":"microsoft/just","predicate":"has context","object":"TypeScript","text":"microsoft/just has context TypeScript."},{"subject":"microsoft/just","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/just has evidence coverage 1 captured evidence page."},{"subject":"microsoft/just","predicate":"has captured page count","object":"1","text":"microsoft/just has captured page count 1."},{"subject":"microsoft/just","predicate":"has readable page count","object":"1","text":"microsoft/just has readable page count 1."},{"subject":"microsoft/just","predicate":"has related signal count","object":"6","text":"microsoft/just has related signal count 6."},{"subject":"microsoft/just","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/just 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/just","predicate":"has source host","object":"github.com","text":"microsoft/just has source host github.com."},{"subject":"microsoft/just","predicate":"has lab","object":"Microsoft","text":"microsoft/just has lab Microsoft."},{"subject":"microsoft/just","predicate":"has signal desk","object":"repos","text":"microsoft/just has signal desk repos."},{"subject":"microsoft/just","predicate":"has source host","object":"github.com","text":"microsoft/just has source host github.com."},{"subject":"microsoft/just","predicate":"has repository","object":"microsoft/just","text":"microsoft/just has repository microsoft/just."},{"subject":"microsoft/just","predicate":"has language","object":"TypeScript","text":"microsoft/just has language TypeScript."},{"subject":"microsoft/just","predicate":"has stars","object":"2,026","text":"microsoft/just has stars 2,026."},{"subject":"microsoft/just","predicate":"has watch term","object":"Safety and alignment","text":"microsoft/just has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/just (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/just · language TypeScript. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/just","text":"Microsoft published repo microsoft/just."},{"subject":"microsoft/just","predicate":"is classified as","object":"repo signal","text":"microsoft/just is classified as repo signal."},{"subject":"microsoft/just","predicate":"belongs to","object":"repos desk","text":"microsoft/just belongs to repos desk."},{"subject":"microsoft/just","predicate":"has context","object":"TypeScript","text":"microsoft/just has context TypeScript."},{"subject":"microsoft/just","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/just has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4c974ac9-eb4c-4be6-8586-a9ab9331ad4f","url":"https://onlylabs.fyi/signals/4c974ac9-eb4c-4be6-8586-a9ab9331ad4f","json_url":"https://onlylabs.fyi/signals/4c974ac9-eb4c-4be6-8586-a9ab9331ad4f/signal.json","source_url":"https://github.com/microsoft/just","title":"microsoft/just","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":"2019-01-17T18:07:00+00:00","first_seen_at":"2026-06-06T07:00:06.411378+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/just"]},"facets":{"repo":"microsoft/just","language":"TypeScript"},"traction":{"github_stars":2026,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/microsoft/just","final_url":"https://github.com/microsoft/just","title":"microsoft/just repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:53.713505+00:00","bytes":9728,"raw_path":"6557768544d93c79693ec654cc4414b1eb98d6515c7f71269d378435e5df4dbb.json","content_hash":"64987dd70eceb5de526c4bcd82eb0c16eae1a4f9ff455860eb70318270be411c","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/just Description: The task library that just works Language: TypeScript License: MIT Stars: 2026 Forks: 95 Open issues: 19 Created: 2019-01-17T18:07:00Z Pushed: 2026-06-10T08:22:28Z Default branch: main Fork: no Archived: no README: Just `Just` is a library that organizes build tasks for your JS projects. It consists of: - `just-task`: a build task definition library - `just-scripts`: preset build flows for node and browser projects featuring TypeScript, Webpack and Jest > ⚠️ `Just` is in maintenance mode. It will continue to receive security-related updates but isn't recommended for new projects. For large monorepos, using a task runner such as [Lage](https://microsoft.github.io/lage/) to specify task dependencies and handle orchestration will be significantly more efficient. (Note: this project is unrelated to [`casey/just`](https://github.com/casey/just).) `main` is currently the development branch for `just-*` v3 (alpha) The code for `just-task` v1 / `just-scripts` v2 (`latest`) is in the `v2` branch. If you're making a PR with a non-breaking change, it should target the `v2` branch. Documentation All the documentation is online at https://microsoft.github.io/just/..."},"evidence_pages":[{"url":"https://github.com/microsoft/just","final_url":"https://github.com/microsoft/just","title":"microsoft/just repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:53.713505+00:00","bytes":9728,"raw_path":"6557768544d93c79693ec654cc4414b1eb98d6515c7f71269d378435e5df4dbb.json","content_hash":"64987dd70eceb5de526c4bcd82eb0c16eae1a4f9ff455860eb70318270be411c","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/just Description: The task library that just works Language: TypeScript License: MIT Stars: 2026 Forks: 95 Open issues: 19 Created: 2019-01-17T18:07:00Z Pushed: 2026-06-10T08:22:28Z Default branch: main Fork: no Archived: no README: Just `Just` is a library that organizes build tasks for your JS projects. It consists of: - `just-task`: a build task definition library - `just-scripts`: preset build flows for node and browser projects featuring TypeScript, Webpack and Jest > ⚠️ `Just` is in maintenance mode. It will continue to receive security-related updates but isn't recommended for new projects. For large monorepos, using a task runner such as [Lage](https://microsoft.github.io/lage/) to specify task dependencies and handle orchestration will be significantly more efficient. (Note: this project is unrelated to [`casey/just`](https://github.com/casey/just).) `main` is currently the development branch for `just-*` v3 (alpha) The code for `just-task` v1 / `just-scripts` v2 (`latest`) is in the `v2` branch. If you're making a PR with a non-breaking change, it should target the `v2` branch. 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