{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Repo: cohere-ai/vllm-skills","description":"Cohere repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/730d2792-8260-47f1-bd23-8c4dfdd5892c","json_url":"https://onlylabs.fyi/signals/730d2792-8260-47f1-bd23-8c4dfdd5892c/signal.json","generated_at":"2026-06-27T00:41:42.156Z","evidence_latest_fetched_at":"2026-06-26T07:02:43.689688+00:00","signal_first_seen_at":"2026-06-26T07:00:30.066497+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/730d2792-8260-47f1-bd23-8c4dfdd5892c","signal_json":"https://onlylabs.fyi/signals/730d2792-8260-47f1-bd23-8c4dfdd5892c/signal.json","source":"https://github.com/cohere-ai/vllm-skills","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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":"Cohere published cohere-ai/vllm-skills. 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Five composable skills that an AI coding agent reads and executes interactively to: - detect when a new upstream vLLM release is available, - rebase the fork's custom commits onto it, - resolve conflicts using upstream diff context, - and iterate on user-defined checks (tests, benchmarks, evals) until the fork is back to a healthy state. For the design rationale and a worked case study (Cohere's transcription model on `v0.19.1`), see [`docs/auto-fork-maintenance.md`](docs/auto-fork-maintenance.md). To reproduce that example end-to-end, follow [`docs/reproduce-cohere-transcribe-v0.19.1.md`](docs/reproduce-cohere-transcribe-v0.19.1.md). 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