{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/homebrew-apm","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c272bdcb-60ed-44ab-9c26-4f638a621a9d","json_url":"https://onlylabs.fyi/signals/c272bdcb-60ed-44ab-9c26-4f638a621a9d/signal.json","generated_at":"2026-06-27T00:54:21.865Z","evidence_latest_fetched_at":"2026-06-12T07:03:49.48585+00:00","signal_first_seen_at":"2026-06-12T07:00:26.598093+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/c272bdcb-60ed-44ab-9c26-4f638a621a9d","signal_json":"https://onlylabs.fyi/signals/c272bdcb-60ed-44ab-9c26-4f638a621a9d/signal.json","source":"https://github.com/microsoft/homebrew-apm","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/homebrew-apm (Ruby). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/homebrew-apm · language Ruby · Trivial repo with negligible traction.. 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/homebrew-apm","source_host":"github.com","occurred_at":"2026-02-25T12:23:31+00:00","first_seen_at":"2026-06-12T07:00:26.598093+00:00","date_source":"source","context":"Ruby"},"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/homebrew-apm","source":"source"},{"label":"Language","value":"Ruby","source":"source"},{"label":"Stars","value":"4","source":"traction"},{"label":"Notability","value":"Trivial repo with negligible traction.","source":"signal"},{"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/microsoft/homebrew-apm"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-12T07:03:49.48585+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c272bdcb-60ed-44ab-9c26-4f638a621a9d/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/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/c272bdcb-60ed-44ab-9c26-4f638a621a9d/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/homebrew-apm","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/homebrew-apm\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/homebrew-apm","text":"Microsoft published repo microsoft/homebrew-apm."},{"subject":"microsoft/homebrew-apm","predicate":"is classified as","object":"repo signal","text":"microsoft/homebrew-apm is classified as repo signal."},{"subject":"microsoft/homebrew-apm","predicate":"belongs to","object":"repos desk","text":"microsoft/homebrew-apm belongs to repos desk."},{"subject":"microsoft/homebrew-apm","predicate":"has context","object":"Ruby","text":"microsoft/homebrew-apm has context Ruby."},{"subject":"microsoft/homebrew-apm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/homebrew-apm has evidence coverage 1 captured evidence page."},{"subject":"microsoft/homebrew-apm","predicate":"has captured page count","object":"1","text":"microsoft/homebrew-apm has captured page count 1."},{"subject":"microsoft/homebrew-apm","predicate":"has readable page count","object":"1","text":"microsoft/homebrew-apm has readable page count 1."},{"subject":"microsoft/homebrew-apm","predicate":"has related signal count","object":"6","text":"microsoft/homebrew-apm has related signal count 6."},{"subject":"microsoft/homebrew-apm","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/homebrew-apm 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/homebrew-apm","predicate":"has source host","object":"github.com","text":"microsoft/homebrew-apm has source host github.com."},{"subject":"microsoft/homebrew-apm","predicate":"has lab","object":"Microsoft","text":"microsoft/homebrew-apm has lab Microsoft."},{"subject":"microsoft/homebrew-apm","predicate":"has signal desk","object":"repos","text":"microsoft/homebrew-apm has signal desk repos."},{"subject":"microsoft/homebrew-apm","predicate":"has source host","object":"github.com","text":"microsoft/homebrew-apm has source host github.com."},{"subject":"microsoft/homebrew-apm","predicate":"has repository","object":"microsoft/homebrew-apm","text":"microsoft/homebrew-apm has repository microsoft/homebrew-apm."},{"subject":"microsoft/homebrew-apm","predicate":"has language","object":"Ruby","text":"microsoft/homebrew-apm has language Ruby."},{"subject":"microsoft/homebrew-apm","predicate":"has stars","object":"4","text":"microsoft/homebrew-apm has stars 4."},{"subject":"microsoft/homebrew-apm","predicate":"has notability","object":"Trivial repo with negligible traction.","text":"microsoft/homebrew-apm has notability Trivial repo with negligible traction.."},{"subject":"microsoft/homebrew-apm","predicate":"has watch term","object":"Agents and tool use","text":"microsoft/homebrew-apm has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/homebrew-apm (Ruby). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/homebrew-apm · language Ruby · Trivial repo with negligible traction.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/homebrew-apm","text":"Microsoft published repo microsoft/homebrew-apm."},{"subject":"microsoft/homebrew-apm","predicate":"is classified as","object":"repo signal","text":"microsoft/homebrew-apm is classified as repo signal."},{"subject":"microsoft/homebrew-apm","predicate":"belongs to","object":"repos desk","text":"microsoft/homebrew-apm belongs to repos desk."},{"subject":"microsoft/homebrew-apm","predicate":"has context","object":"Ruby","text":"microsoft/homebrew-apm has context Ruby."},{"subject":"microsoft/homebrew-apm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/homebrew-apm has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c272bdcb-60ed-44ab-9c26-4f638a621a9d","url":"https://onlylabs.fyi/signals/c272bdcb-60ed-44ab-9c26-4f638a621a9d","json_url":"https://onlylabs.fyi/signals/c272bdcb-60ed-44ab-9c26-4f638a621a9d/signal.json","source_url":"https://github.com/microsoft/homebrew-apm","title":"microsoft/homebrew-apm","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Ruby","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-02-25T12:23:31+00:00","first_seen_at":"2026-06-12T07:00:26.598093+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/homebrew-apm"]},"facets":{"repo":"microsoft/homebrew-apm","language":"Ruby"},"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/microsoft/homebrew-apm","final_url":"https://github.com/microsoft/homebrew-apm","title":"microsoft/homebrew-apm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-12T07:03:49.48585+00:00","bytes":9183,"raw_path":"f4b4b15c37cec4ae304a7725f9e4d316b993a1b6a6b4fb3bf500d50563e3c47a.json","content_hash":"77857f511d5bcf59cbacbd63128d664f8b7a7333a4654b303e36201c28ffd8d4","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/homebrew-apm Description: Homebrew formula for APM - Agent Package Manager Language: Ruby License: MIT Stars: 4 Forks: 0 Open issues: 0 Created: 2026-02-25T12:23:31Z Pushed: 2026-06-12T04:55:46Z Default branch: main Fork: no Archived: no README: Homebrew Tap for APM – Agent Package Manager **An open-source, community-driven dependency manager for AI agents.** `apm.yml` declares the skills, prompts, instructions, and tools your project needs — so every developer gets the same agent setup. Packages can depend on packages, and APM resolves the full tree. Think `package.json`, `requirements.txt`, or `Cargo.toml` — but for AI agent configuration. The main APM repo with releases, documentation, and examples can be found here: https://github.com/microsoft/apm Install on macOS ``` brew tap microsoft/apm brew install apm ``` Update to a newer version ``` brew update brew upgrade apm ``` Uninstall ``` brew rm apm brew untap microsoft/apm ``` Cleanup ``` brew rm apm brew untap microsoft/apm brew cleanup --scrub ``` Contributing See [CONTRIBUTING.md](CONTRIBUTING.md) for details. Trademarks This project may contain trademarks or logos for projects, products, or services. Authorized..."},"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"}]}