{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/PSRule-pipelines","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ec0a6b3c-f5a5-481c-9354-442027480b29","json_url":"https://onlylabs.fyi/signals/ec0a6b3c-f5a5-481c-9354-442027480b29/signal.json","generated_at":"2026-06-27T02:10:09.685Z","evidence_latest_fetched_at":"2026-06-13T07:02:02.682294+00:00","signal_first_seen_at":"2026-06-13T07:00:27.571701+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/ec0a6b3c-f5a5-481c-9354-442027480b29","signal_json":"https://onlylabs.fyi/signals/ec0a6b3c-f5a5-481c-9354-442027480b29/signal.json","source":"https://github.com/microsoft/PSRule-pipelines","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/PSRule-pipelines (PowerShell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/PSRule-pipelines · language PowerShell · Solid new repo from Microsoft with moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/PSRule-pipelines","source_host":"github.com","occurred_at":"2019-09-24T22:50:05+00:00","first_seen_at":"2026-06-13T07:00:27.571701+00:00","date_source":"source","context":"PowerShell"},"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/PSRule-pipelines","source":"source"},{"label":"Language","value":"PowerShell","source":"source"},{"label":"Stars","value":"102","source":"traction"},{"label":"Notability","value":"Solid new repo from Microsoft with moderate traction.","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"infra","source":"radar"},{"label":"Matched 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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?","Which data-business lane explains this signal: Infrastructure?","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/ec0a6b3c-f5a5-481c-9354-442027480b29/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/PSRule-pipelines","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/PSRule-pipelines\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/PSRule-pipelines","text":"Microsoft published repo microsoft/PSRule-pipelines."},{"subject":"microsoft/PSRule-pipelines","predicate":"is classified as","object":"repo signal","text":"microsoft/PSRule-pipelines is classified as repo signal."},{"subject":"microsoft/PSRule-pipelines","predicate":"belongs to","object":"repos desk","text":"microsoft/PSRule-pipelines belongs to repos desk."},{"subject":"microsoft/PSRule-pipelines","predicate":"has context","object":"PowerShell","text":"microsoft/PSRule-pipelines has context PowerShell."},{"subject":"microsoft/PSRule-pipelines","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/PSRule-pipelines has evidence coverage 1 captured evidence page."},{"subject":"microsoft/PSRule-pipelines","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/PSRule-pipelines matches data-business lanes Infrastructure."},{"subject":"microsoft/PSRule-pipelines","predicate":"has captured page count","object":"1","text":"microsoft/PSRule-pipelines has captured page count 1."},{"subject":"microsoft/PSRule-pipelines","predicate":"has readable page count","object":"1","text":"microsoft/PSRule-pipelines has readable page count 1."},{"subject":"microsoft/PSRule-pipelines","predicate":"has related signal count","object":"6","text":"microsoft/PSRule-pipelines has related signal count 6."},{"subject":"microsoft/PSRule-pipelines","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/PSRule-pipelines 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/PSRule-pipelines","predicate":"has source host","object":"github.com","text":"microsoft/PSRule-pipelines has source host github.com."},{"subject":"microsoft/PSRule-pipelines","predicate":"has lab","object":"Microsoft","text":"microsoft/PSRule-pipelines has lab Microsoft."},{"subject":"microsoft/PSRule-pipelines","predicate":"has signal desk","object":"repos","text":"microsoft/PSRule-pipelines has signal desk repos."},{"subject":"microsoft/PSRule-pipelines","predicate":"has source host","object":"github.com","text":"microsoft/PSRule-pipelines has source host github.com."},{"subject":"microsoft/PSRule-pipelines","predicate":"has repository","object":"microsoft/PSRule-pipelines","text":"microsoft/PSRule-pipelines has repository microsoft/PSRule-pipelines."},{"subject":"microsoft/PSRule-pipelines","predicate":"has language","object":"PowerShell","text":"microsoft/PSRule-pipelines has language PowerShell."},{"subject":"microsoft/PSRule-pipelines","predicate":"has stars","object":"102","text":"microsoft/PSRule-pipelines has stars 102."},{"subject":"microsoft/PSRule-pipelines","predicate":"has notability","object":"Solid new repo from Microsoft with moderate traction.","text":"microsoft/PSRule-pipelines has notability Solid new repo from Microsoft with moderate traction.."},{"subject":"microsoft/PSRule-pipelines","predicate":"has radar lane","object":"Infrastructure","text":"microsoft/PSRule-pipelines has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/PSRule-pipelines (PowerShell). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/PSRule-pipelines · language PowerShell · Solid new repo from Microsoft with moderate traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/PSRule-pipelines","text":"Microsoft published repo microsoft/PSRule-pipelines."},{"subject":"microsoft/PSRule-pipelines","predicate":"is classified as","object":"repo signal","text":"microsoft/PSRule-pipelines is classified as repo signal."},{"subject":"microsoft/PSRule-pipelines","predicate":"belongs to","object":"repos desk","text":"microsoft/PSRule-pipelines belongs to repos desk."},{"subject":"microsoft/PSRule-pipelines","predicate":"has context","object":"PowerShell","text":"microsoft/PSRule-pipelines has context PowerShell."},{"subject":"microsoft/PSRule-pipelines","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/PSRule-pipelines has evidence coverage 1 captured evidence page."},{"subject":"microsoft/PSRule-pipelines","predicate":"matches data-business lanes","object":"Infrastructure","text":"microsoft/PSRule-pipelines matches data-business lanes Infrastructure."}]},"signal":{"id":"ec0a6b3c-f5a5-481c-9354-442027480b29","url":"https://onlylabs.fyi/signals/ec0a6b3c-f5a5-481c-9354-442027480b29","json_url":"https://onlylabs.fyi/signals/ec0a6b3c-f5a5-481c-9354-442027480b29/signal.json","source_url":"https://github.com/microsoft/PSRule-pipelines","title":"microsoft/PSRule-pipelines","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"PowerShell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2019-09-24T22:50:05+00:00","first_seen_at":"2026-06-13T07:00:27.571701+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/PSRule-pipelines"]},"facets":{"repo":"microsoft/PSRule-pipelines","language":"PowerShell"},"traction":{"github_stars":102,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":16,"matched_terms":["infra","infrastructure"],"reason":"Microsoft has a repo signal matching infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/microsoft/PSRule-pipelines","final_url":"https://github.com/microsoft/PSRule-pipelines","title":"microsoft/PSRule-pipelines repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-13T07:02:02.682294+00:00","bytes":12870,"raw_path":"abdb57c13278b92a4411884cf6c443429cf73ada82799e1c4a5895d87a54ecaa.json","content_hash":"9c092130a0679d3795f43f45f3b2d11c1a994fd3bb9148f4eb8d1535994c6fd9","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/PSRule-pipelines Description: Validate infrastructure as code (IaC) and DevOps repositories using Azure Pipelines. Language: PowerShell License: MIT Stars: 102 Forks: 22 Open issues: 10 Created: 2019-09-24T22:50:05Z Pushed: 2026-06-13T01:02:41Z Default branch: main Fork: no Archived: no README: PSRule extension for Azure Pipelines An Azure DevOps extension for using PSRule within Azure Pipelines. ![extension-version] Support This project uses GitHub Issues to track bugs and feature requests. Please search the existing issues before filing new issues to avoid duplicates. - For new issues, file your bug or feature request as a new [issue]. - For help, discussion, and support questions about using this project, join or start a [discussion]. Support for this project/ product is limited to the resources listed above. Getting started The PSRule extension includes the following tasks for Azure Pipelines: Name | Friendly name | Description | Reference ---- | ------------- | ----------- | --------- `ps-rule-assert` | PSRule analysis | Run analysis with PSRule. | [reference][ps-rule-assert] `ps-rule-install` | Install PSRule module | Install a PowerShell module containing rules. |..."},"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"}]}