{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/IssueLens","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2b2a4c2b-9926-44be-8f29-b013f969ad99","json_url":"https://onlylabs.fyi/signals/2b2a4c2b-9926-44be-8f29-b013f969ad99/signal.json","generated_at":"2026-07-26T18:48:04.269Z","evidence_latest_fetched_at":"2026-07-24T07:01:59.054431+00:00","signal_first_seen_at":"2026-07-24T07:00:42.75975+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/2b2a4c2b-9926-44be-8f29-b013f969ad99","signal_json":"https://onlylabs.fyi/signals/2b2a4c2b-9926-44be-8f29-b013f969ad99/signal.json","source":"https://github.com/microsoft/IssueLens","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/IssueLens (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/IssueLens · 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/microsoft/IssueLens","source_host":"github.com","occurred_at":"2026-07-17T01:56:28+00:00","first_seen_at":"2026-07-24T07:00:42.75975+00:00","date_source":"source","context":"Python"},"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/IssueLens","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"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/IssueLens"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-24T07:01:59.054431+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/2b2a4c2b-9926-44be-8f29-b013f969ad99/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/2b2a4c2b-9926-44be-8f29-b013f969ad99/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/IssueLens","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/IssueLens\" for frontier lab strategy."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/IssueLens","text":"Microsoft published repo microsoft/IssueLens."},{"subject":"microsoft/IssueLens","predicate":"is classified as","object":"repo signal","text":"microsoft/IssueLens is classified as repo signal."},{"subject":"microsoft/IssueLens","predicate":"belongs to","object":"repos desk","text":"microsoft/IssueLens belongs to repos desk."},{"subject":"microsoft/IssueLens","predicate":"has context","object":"Python","text":"microsoft/IssueLens has context Python."},{"subject":"microsoft/IssueLens","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/IssueLens has evidence coverage 1 captured evidence page."},{"subject":"microsoft/IssueLens","predicate":"has captured page count","object":"1","text":"microsoft/IssueLens has captured page count 1."},{"subject":"microsoft/IssueLens","predicate":"has readable page count","object":"1","text":"microsoft/IssueLens has readable page count 1."},{"subject":"microsoft/IssueLens","predicate":"has related signal count","object":"6","text":"microsoft/IssueLens has related signal count 6."},{"subject":"microsoft/IssueLens","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/IssueLens 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/IssueLens","predicate":"has source host","object":"github.com","text":"microsoft/IssueLens has source host github.com."},{"subject":"microsoft/IssueLens","predicate":"has lab","object":"Microsoft","text":"microsoft/IssueLens has lab Microsoft."},{"subject":"microsoft/IssueLens","predicate":"has signal desk","object":"repos","text":"microsoft/IssueLens has signal desk repos."},{"subject":"microsoft/IssueLens","predicate":"has source host","object":"github.com","text":"microsoft/IssueLens has source host github.com."},{"subject":"microsoft/IssueLens","predicate":"has repository","object":"microsoft/IssueLens","text":"microsoft/IssueLens has repository microsoft/IssueLens."},{"subject":"microsoft/IssueLens","predicate":"has language","object":"Python","text":"microsoft/IssueLens has language Python."},{"subject":"microsoft/IssueLens","predicate":"has watch term","object":"Infrastructure","text":"microsoft/IssueLens has watch term Infrastructure."},{"subject":"microsoft/IssueLens","predicate":"has watch term","object":"Agents and tool use","text":"microsoft/IssueLens has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/IssueLens (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/IssueLens · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/IssueLens","text":"Microsoft published repo microsoft/IssueLens."},{"subject":"microsoft/IssueLens","predicate":"is classified as","object":"repo signal","text":"microsoft/IssueLens is classified as repo signal."},{"subject":"microsoft/IssueLens","predicate":"belongs to","object":"repos desk","text":"microsoft/IssueLens belongs to repos desk."},{"subject":"microsoft/IssueLens","predicate":"has context","object":"Python","text":"microsoft/IssueLens has context Python."},{"subject":"microsoft/IssueLens","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/IssueLens has evidence coverage 1 captured evidence page."}]},"signal":{"id":"2b2a4c2b-9926-44be-8f29-b013f969ad99","url":"https://onlylabs.fyi/signals/2b2a4c2b-9926-44be-8f29-b013f969ad99","json_url":"https://onlylabs.fyi/signals/2b2a4c2b-9926-44be-8f29-b013f969ad99/signal.json","source_url":"https://github.com/microsoft/IssueLens","title":"microsoft/IssueLens","summary":"Microsoft 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":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-17T01:56:28+00:00","first_seen_at":"2026-07-24T07:00:42.75975+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/IssueLens"]},"facets":{"repo":"microsoft/IssueLens","language":"Python"},"traction":{"github_stars":0,"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/IssueLens","final_url":"https://github.com/microsoft/IssueLens","title":"microsoft/IssueLens repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-24T07:01:59.054431+00:00","bytes":21296,"raw_path":"160e1c0a38451bdacfcde949513c9ea81e82f23e36e5e48e4afed3b12ccba3d3.json","content_hash":"e37179f4407522c7becf1d2bc61b5d8353ef8e5763e0afc2c3327ec43dc37d65","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/IssueLens Description: IssueLens Language: Python License: MIT Stars: 0 Forks: 0 Open issues: 4 Created: 2026-07-17T01:56:28Z Pushed: 2026-07-24T06:34:43Z Default branch: main Fork: no Archived: no README: **IMPORTANT!** All samples and other resources made available in this GitHub repository (\"samples\") are designed to assist in accelerating development of agents, solutions, and agent workflows for various scenarios. Review all provided resources and carefully test output behavior in the context of your use case. AI responses may be inaccurate and AI actions should be monitored with human oversight. IssueLens — GitHub Issue Triage Agent (Foundry hosted) A GitHub issue-triage agent built on the [GitHub Copilot SDK](https://pypi.org/project/github-copilot-sdk/) (`CopilotClient`) and the [azure-ai-agentserver-invocations](https://pypi.org/project/azure-ai-agentserver-invocations/) protocol. It identifies critical issues (hot / blocking / regression), detects duplicates, applies labels, assigns owners, and sends notifications — deployable as a Foundry hosted agent. How It Works 1. Receives a JSON task via `POST /invocations`. The payload has exactly two fields: `input` (the..."},"evidence_pages":[],"related_signals":[{"id":"2716baea-bcf5-49ff-9144-72b7f2161805","url":"https://onlylabs.fyi/signals/2716baea-bcf5-49ff-9144-72b7f2161805","source_url":"https://github.com/microsoft/amplifier-app-simulated-user-research","title":"microsoft/amplifier-app-simulated-user-research","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-25T00:24:38+00:00","first_seen_at":"2026-07-25T07:00:40.420548+00:00","date_source":"source"},{"id":"35bb56fe-0c7a-42ee-94eb-090db482a50a","url":"https://onlylabs.fyi/signals/35bb56fe-0c7a-42ee-94eb-090db482a50a","source_url":"https://github.com/microsoft/iqdeepdive","title":"microsoft/iqdeepdive","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-22T06:52:28+00:00","first_seen_at":"2026-07-22T07:00:41.987563+00:00","date_source":"source"},{"id":"c0782861-468f-4198-aa05-1989687b9fe1","url":"https://onlylabs.fyi/signals/c0782861-468f-4198-aa05-1989687b9fe1","source_url":"https://github.com/microsoft/CrewMeal","title":"microsoft/CrewMeal","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-19T00:58:59+00:00","first_seen_at":"2026-07-19T07:00:41.347569+00:00","date_source":"source"},{"id":"f5ac225a-82ee-479d-b35c-2e2c79b86990","url":"https://onlylabs.fyi/signals/f5ac225a-82ee-479d-b35c-2e2c79b86990","source_url":"https://github.com/microsoft/github-copilot-java-mcp-demo","title":"microsoft/github-copilot-java-mcp-demo","context":"Java","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-17T07:30:14+00:00","first_seen_at":"2026-07-20T07:01:34.921616+00:00","date_source":"source"},{"id":"8df92400-0965-47c1-ae05-d0c58a3b226e","url":"https://onlylabs.fyi/signals/8df92400-0965-47c1-ae05-d0c58a3b226e","source_url":"https://github.com/microsoft/foundrysamples","title":"microsoft/foundrysamples","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-15T16:04:33+00:00","first_seen_at":"2026-07-20T07:01:34.921616+00:00","date_source":"source"},{"id":"210a0f86-984c-4947-8aad-25ac7e357811","url":"https://onlylabs.fyi/signals/210a0f86-984c-4947-8aad-25ac7e357811","source_url":"https://github.com/microsoft/new-copilot-studio-tech-guide-kr","title":"microsoft/new-copilot-studio-tech-guide-kr","context":"Astro","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-07-14T07:49:25+00:00","first_seen_at":"2026-07-24T07:00:42.75975+00:00","date_source":"source"}]}