{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Repo: ibm-granite/granite.debug-tools","description":"IBM (Granite) repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","json_url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9/signal.json","generated_at":"2026-06-11T02:51:39.519938+00:00","org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ibm","dossier_json_url":"https://onlylabs.fyi/labs/ibm/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","signal_json":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9/signal.json","source":"https://github.com/ibm-granite/granite.debug-tools","lab_dossier":"https://onlylabs.fyi/labs/ibm","lab_dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis":"https://onlylabs.fyi/analysis/ibm","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"IBM (Granite) published ibm-granite/granite.debug-tools (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite.debug-tools · language Python · Routine new repo with very low 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/ibm-granite/granite.debug-tools","source_host":"github.com","occurred_at":"2026-04-16T18:30:00+00:00","first_seen_at":"2026-06-05T20:58:46.537084+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"ibm-granite/granite.debug-tools","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"8","source":"traction"},{"label":"Notability","value":"Routine new repo with very low traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/ibm-granite/granite.debug-tools"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:51:39.519938+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9/signal.json","dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9/signal.json","required":true},{"label":"source","url":"https://github.com/ibm-granite/granite.debug-tools","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ibm/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ibm/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 IBM (Granite)'s repo signal \"ibm-granite/granite.debug-tools\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite.debug-tools","text":"IBM (Granite) published repo ibm-granite/granite.debug-tools."},{"subject":"ibm-granite/granite.debug-tools","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite.debug-tools is classified as repo signal."},{"subject":"ibm-granite/granite.debug-tools","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite.debug-tools belongs to repos desk."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has context","object":"Python","text":"ibm-granite/granite.debug-tools has context Python."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite.debug-tools has evidence coverage 1 captured evidence page."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has captured page count","object":"1","text":"ibm-granite/granite.debug-tools has captured page count 1."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has readable page count","object":"1","text":"ibm-granite/granite.debug-tools has readable page count 1."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has related signal count","object":"6","text":"ibm-granite/granite.debug-tools has related signal count 6."},{"subject":"ibm-granite/granite.debug-tools","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":"ibm-granite/granite.debug-tools 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":"ibm-granite/granite.debug-tools","predicate":"has source host","object":"github.com","text":"ibm-granite/granite.debug-tools has source host github.com."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has lab","object":"IBM (Granite)","text":"ibm-granite/granite.debug-tools has lab IBM (Granite)."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has signal desk","object":"repos","text":"ibm-granite/granite.debug-tools has signal desk repos."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has source host","object":"github.com","text":"ibm-granite/granite.debug-tools has source host github.com."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has repository","object":"ibm-granite/granite.debug-tools","text":"ibm-granite/granite.debug-tools has repository ibm-granite/granite.debug-tools."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has language","object":"Python","text":"ibm-granite/granite.debug-tools has language Python."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has stars","object":"8","text":"ibm-granite/granite.debug-tools has stars 8."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has notability","object":"Routine new repo with very low traction","text":"ibm-granite/granite.debug-tools has notability Routine new repo with very low traction."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has watch term","object":"Eval methodology","text":"ibm-granite/granite.debug-tools has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"IBM (Granite) published ibm-granite/granite.debug-tools (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ibm-granite/granite.debug-tools · language Python · Routine new repo with very low traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published repo","object":"ibm-granite/granite.debug-tools","text":"IBM (Granite) published repo ibm-granite/granite.debug-tools."},{"subject":"ibm-granite/granite.debug-tools","predicate":"is classified as","object":"repo signal","text":"ibm-granite/granite.debug-tools is classified as repo signal."},{"subject":"ibm-granite/granite.debug-tools","predicate":"belongs to","object":"repos desk","text":"ibm-granite/granite.debug-tools belongs to repos desk."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has context","object":"Python","text":"ibm-granite/granite.debug-tools has context Python."},{"subject":"ibm-granite/granite.debug-tools","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ibm-granite/granite.debug-tools has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9","json_url":"https://onlylabs.fyi/signals/ac0a4ccb-4f93-4d66-aa32-fa10ee3a7ac9/signal.json","source_url":"https://github.com/ibm-granite/granite.debug-tools","title":"ibm-granite/granite.debug-tools","summary":"IBM (Granite) 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":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-04-16T18:30:00+00:00","first_seen_at":"2026-06-05T20:58:46.537084+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/ibm-granite/granite.debug-tools"]},"facets":{"repo":"ibm-granite/granite.debug-tools","language":"Python"},"traction":{"github_stars":8,"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/ibm-granite/granite.debug-tools","final_url":"https://github.com/ibm-granite/granite.debug-tools","title":"ibm-granite/granite.debug-tools repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:39.519938+00:00","bytes":11295,"raw_path":"acdcad9445efc018d156c3fa35e8a6839646bdce98d15a88f64199e430d15fc4.json","content_hash":"eade8c700106fa9d733ebbfe97544e83dd4bfb0f263ff51b5d7c666436ed911a","excerpt_chars":1200,"truncated":true,"excerpt":"ibm-granite/granite.debug-tools Description: Granite Debug Tools Language: Python License: Apache-2.0 Stars: 8 Forks: 2 Open issues: 1 Created: 2026-04-16T18:30:00Z Pushed: 2026-06-10T14:27:20Z Default branch: main Fork: no Archived: no README: Granite.Debug Tools **Granite.Debug** is a suite of self-service debugging tools for Large Language Models (LLMs) that streamline issue detection, analysis, and resolution across diverse LLM workflows. 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These tools help identify, evaluate, and resolve issues across fine-tuning workflows, benchmark analysis, and agent-based LLM interactions. 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