{"schema_version":"onlylabs.public_signal.v1","title":"AI21 Labs Release: AI21Labs/pre-commit-shfmt v0.1.0","description":"AI21 Labs release signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb","json_url":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb/signal.json","generated_at":"2026-07-26T18:47:02.745Z","evidence_latest_fetched_at":"2026-07-21T07:02:40.200557+00:00","signal_first_seen_at":"2026-07-21T07:01:47.187699+00:00","org":{"slug":"ai21","name":"AI21 Labs","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ai21","dossier_json_url":"https://onlylabs.fyi/labs/ai21/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb","signal_json":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb/signal.json","source":"https://github.com/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0","lab_dossier":"https://onlylabs.fyi/labs/ai21","lab_dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis":"https://onlylabs.fyi/analysis/ai21","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"AI21 Labs published AI21Labs/pre-commit-shfmt v0.1.0 (AI21Labs/pre-commit-shfmt). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.0 Repository: AI21Labs/pre-commit-shfmt Tag: v0.1.0 Published: 2026-07-21T06:48:43Z Prerelease: no Release notes: Initial release: shfmt pre-commit hook with.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0","source_host":"github.com","occurred_at":"2026-07-21T06:48:43+00:00","first_seen_at":"2026-07-21T07:01:47.187699+00:00","date_source":"source","context":"AI21Labs/pre-commit-shfmt"},"context_markers":[{"label":"Lab","value":"AI21 Labs","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"AI21Labs/pre-commit-shfmt","source":"source"},{"label":"Release","value":"v0.1.0","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/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-21T07:02:40.200557+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb/signal.json","dossier_json":"https://onlylabs.fyi/labs/ai21/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ai21/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ai21/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb/signal.json","required":true},{"label":"source","url":"https://github.com/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ai21/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ai21/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json?category=neolab","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 AI21 Labs's release signal \"AI21Labs/pre-commit-shfmt v0.1.0\" for neolab strategy."},"semantic_triples":[{"subject":"AI21 Labs","predicate":"released","object":"AI21Labs/pre-commit-shfmt v0.1.0","text":"AI21 Labs released AI21Labs/pre-commit-shfmt v0.1.0."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"is classified as","object":"release signal","text":"AI21Labs/pre-commit-shfmt v0.1.0 is classified as release signal."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"belongs to","object":"releases desk","text":"AI21Labs/pre-commit-shfmt v0.1.0 belongs to releases desk."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has context","object":"AI21Labs/pre-commit-shfmt","text":"AI21Labs/pre-commit-shfmt v0.1.0 has context AI21Labs/pre-commit-shfmt."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI21Labs/pre-commit-shfmt v0.1.0 has evidence coverage 1 captured evidence page."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has captured page count","object":"1","text":"AI21Labs/pre-commit-shfmt v0.1.0 has captured page count 1."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has readable page count","object":"1","text":"AI21Labs/pre-commit-shfmt v0.1.0 has readable page count 1."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has related signal count","object":"6","text":"AI21Labs/pre-commit-shfmt v0.1.0 has related signal count 6."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"AI21Labs/pre-commit-shfmt v0.1.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has source host","object":"github.com","text":"AI21Labs/pre-commit-shfmt v0.1.0 has source host github.com."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has lab","object":"AI21 Labs","text":"AI21Labs/pre-commit-shfmt v0.1.0 has lab AI21 Labs."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has signal desk","object":"releases","text":"AI21Labs/pre-commit-shfmt v0.1.0 has signal desk releases."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has source host","object":"github.com","text":"AI21Labs/pre-commit-shfmt v0.1.0 has source host github.com."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has repository","object":"AI21Labs/pre-commit-shfmt","text":"AI21Labs/pre-commit-shfmt v0.1.0 has repository AI21Labs/pre-commit-shfmt."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has release","object":"v0.1.0","text":"AI21Labs/pre-commit-shfmt v0.1.0 has release v0.1.0."}]},"intelligence":{"signal_desk":"releases","answer":"AI21 Labs published AI21Labs/pre-commit-shfmt v0.1.0 (AI21Labs/pre-commit-shfmt). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v0.1.0 Repository: AI21Labs/pre-commit-shfmt Tag: v0.1.0 Published: 2026-07-21T06:48:43Z Prerelease: no Release notes: Initial release: shfmt pre-commit hook with.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"AI21 Labs","predicate":"released","object":"AI21Labs/pre-commit-shfmt v0.1.0","text":"AI21 Labs released AI21Labs/pre-commit-shfmt v0.1.0."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"is classified as","object":"release signal","text":"AI21Labs/pre-commit-shfmt v0.1.0 is classified as release signal."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"belongs to","object":"releases desk","text":"AI21Labs/pre-commit-shfmt v0.1.0 belongs to releases desk."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has context","object":"AI21Labs/pre-commit-shfmt","text":"AI21Labs/pre-commit-shfmt v0.1.0 has context AI21Labs/pre-commit-shfmt."},{"subject":"AI21Labs/pre-commit-shfmt v0.1.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI21Labs/pre-commit-shfmt v0.1.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e3a9613e-9b50-44b2-b556-7dca41b758eb","url":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb","json_url":"https://onlylabs.fyi/signals/e3a9613e-9b50-44b2-b556-7dca41b758eb/signal.json","source_url":"https://github.com/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0","title":"AI21Labs/pre-commit-shfmt v0.1.0","summary":"AI21 Labs published release notes. onlylabs watches releases for what actually shipped.","context":"AI21Labs/pre-commit-shfmt","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2026-07-21T06:48:43+00:00","first_seen_at":"2026-07-21T07:01:47.187699+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/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0"]},"facets":{"repo":"AI21Labs/pre-commit-shfmt"},"traction":{"github_stars":null,"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/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0","final_url":"https://github.com/AI21Labs/pre-commit-shfmt/releases/tag/v0.1.0","title":"AI21Labs/pre-commit-shfmt v0.1.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-21T07:02:40.200557+00:00","bytes":2640,"raw_path":"c50ee563b7bd159aa1233bd1e89b300e147b345a173cfedaf72e004e12124217.json","content_hash":"da7d5b0a506e2625499066033cb3e5192926b79022ee214a7e06fa1dcbe42898","excerpt_chars":1200,"truncated":false,"excerpt":"v0.1.0 Repository: AI21Labs/pre-commit-shfmt Tag: v0.1.0 Published: 2026-07-21T06:48:43Z Prerelease: no Release notes: Initial release: shfmt pre-commit hook with shfmt-dedent wrapper. - `shfmt` hook: runs the prebuilt upstream shfmt formatter on shell scripts. - `shfmt-dedent` wrapper: dedents multi-line `&&` / `||` / `|` operands after formatting. Usage in .pre-commit-config.yaml: repos: - repo: git@github.com:AI21Labs/pre-commit-shfmt.git rev: v0.1.0 hooks: - id: shfmt"},"evidence_pages":[],"related_signals":[{"id":"13bf3143-e623-4aa1-a76a-2d6f3ff1a552","url":"https://onlylabs.fyi/signals/13bf3143-e623-4aa1-a76a-2d6f3ff1a552","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.3.0","title":"AI21Labs/ai21-python v4.3.0","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-11-06T13:56:23+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"718a8ddb-49e1-4cbf-aae9-0ed19e73d703","url":"https://onlylabs.fyi/signals/718a8ddb-49e1-4cbf-aae9-0ed19e73d703","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.2.1","title":"AI21Labs/ai21-python v4.2.1","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-10-28T17:35:30+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"78e89add-5a2e-44c5-bf32-51af7846a4c6","url":"https://onlylabs.fyi/signals/78e89add-5a2e-44c5-bf32-51af7846a4c6","source_url":"https://github.com/AI21Labs/ai21-typescript/releases/tag/v1.3.0","title":"AI21Labs/ai21-typescript v1.3.0","context":"AI21Labs/ai21-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-20T17:33:39+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"52ca6d4f-01b4-465d-b052-99d26ce06028","url":"https://onlylabs.fyi/signals/52ca6d4f-01b4-465d-b052-99d26ce06028","source_url":"https://github.com/AI21Labs/ai21-typescript/releases/tag/v1.2.0","title":"AI21Labs/ai21-typescript v1.2.0","context":"AI21Labs/ai21-typescript","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-18T14:40:00+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"291df13e-eceb-4515-9426-04c25bb584ee","url":"https://onlylabs.fyi/signals/291df13e-eceb-4515-9426-04c25bb584ee","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.2.0","title":"AI21Labs/ai21-python v4.2.0","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-18T14:19:58+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"},{"id":"c1e0a531-0139-4e3e-a5b5-c4141f0dcd64","url":"https://onlylabs.fyi/signals/c1e0a531-0139-4e3e-a5b5-c4141f0dcd64","source_url":"https://github.com/AI21Labs/ai21-python/releases/tag/v4.1.1","title":"AI21Labs/ai21-python v4.1.1","context":"AI21Labs/ai21-python","kind":{"key":"release","label":"Release"},"org":{"slug":"ai21","name":"AI21 Labs","category":"neolab"},"occurred_at":"2025-09-16T07:20:40+00:00","first_seen_at":"2026-06-05T20:58:44.654825+00:00","date_source":"source"}]}