{"schema_version":"onlylabs.public_signal.v1","title":"Mistral AI Release: mistralai/cli cli/v0.4.0","description":"Mistral AI release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55","json_url":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55/signal.json","generated_at":"2026-08-28T16:51:24.757Z","evidence_latest_fetched_at":"2026-08-28T07:02:45.475823+00:00","signal_first_seen_at":"2026-08-28T07:00:31.400124+00:00","org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/mistral","dossier_json_url":"https://onlylabs.fyi/labs/mistral/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55","signal_json":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55/signal.json","source":"https://github.com/mistralai/cli/releases/tag/cli/v0.4.0","lab_dossier":"https://onlylabs.fyi/labs/mistral","lab_dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis":"https://onlylabs.fyi/analysis/mistral","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/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":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Mistral AI published mistralai/cli cli/v0.4.0 (mistralai/cli). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: mistral CLI v0.4.0 Repository: mistralai/cli Tag: cli/v0.4.0 Published: 2026-08-27T12:56:04Z Prerelease: no Release notes: Added - `mistral evals optimize <file>` — turn.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/mistralai/cli/releases/tag/cli/v0.4.0","source_host":"github.com","occurred_at":"2026-08-27T12:56:04+00:00","first_seen_at":"2026-08-28T07:00:31.400124+00:00","date_source":"source","context":"mistralai/cli"},"context_markers":[{"label":"Lab","value":"Mistral AI","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"mistralai/cli","source":"source"},{"label":"Release","value":"mistral CLI v0.4.0","source":"source"},{"label":"Watch term","value":"Eval methodology","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/mistralai/cli/releases/tag/cli/v0.4.0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-28T07:02:45.475823+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55/signal.json","dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/mistral/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55/signal.json","required":true},{"label":"source","url":"https://github.com/mistralai/cli/releases/tag/cli/v0.4.0","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/mistral/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/mistral/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","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 Mistral AI's release signal \"mistralai/cli cli/v0.4.0\" for frontier lab strategy."},"semantic_triples":[{"subject":"Mistral AI","predicate":"released","object":"mistralai/cli cli/v0.4.0","text":"Mistral AI released mistralai/cli cli/v0.4.0."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"is classified as","object":"release signal","text":"mistralai/cli cli/v0.4.0 is classified as release signal."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"belongs to","object":"releases desk","text":"mistralai/cli cli/v0.4.0 belongs to releases desk."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has context","object":"mistralai/cli","text":"mistralai/cli cli/v0.4.0 has context mistralai/cli."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"mistralai/cli cli/v0.4.0 has evidence coverage 1 captured evidence page."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has captured page count","object":"1","text":"mistralai/cli cli/v0.4.0 has captured page count 1."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has readable page count","object":"1","text":"mistralai/cli cli/v0.4.0 has readable page count 1."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has related signal count","object":"6","text":"mistralai/cli cli/v0.4.0 has related signal count 6."},{"subject":"mistralai/cli cli/v0.4.0","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":"mistralai/cli cli/v0.4.0 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has source host","object":"github.com","text":"mistralai/cli cli/v0.4.0 has source host github.com."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has lab","object":"Mistral AI","text":"mistralai/cli cli/v0.4.0 has lab Mistral AI."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has signal desk","object":"releases","text":"mistralai/cli cli/v0.4.0 has signal desk releases."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has source host","object":"github.com","text":"mistralai/cli cli/v0.4.0 has source host github.com."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has repository","object":"mistralai/cli","text":"mistralai/cli cli/v0.4.0 has repository mistralai/cli."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has release","object":"mistral CLI v0.4.0","text":"mistralai/cli cli/v0.4.0 has release mistral CLI v0.4.0."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has watch term","object":"Eval methodology","text":"mistralai/cli cli/v0.4.0 has watch term Eval methodology."}]},"intelligence":{"signal_desk":"releases","answer":"Mistral AI published mistralai/cli cli/v0.4.0 (mistralai/cli). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: mistral CLI v0.4.0 Repository: mistralai/cli Tag: cli/v0.4.0 Published: 2026-08-27T12:56:04Z Prerelease: no Release notes: Added - `mistral evals optimize <file>` — turn.... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Mistral AI","predicate":"released","object":"mistralai/cli cli/v0.4.0","text":"Mistral AI released mistralai/cli cli/v0.4.0."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"is classified as","object":"release signal","text":"mistralai/cli cli/v0.4.0 is classified as release signal."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"belongs to","object":"releases desk","text":"mistralai/cli cli/v0.4.0 belongs to releases desk."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has context","object":"mistralai/cli","text":"mistralai/cli cli/v0.4.0 has context mistralai/cli."},{"subject":"mistralai/cli cli/v0.4.0","predicate":"has evidence coverage","object":"1 captured evidence page","text":"mistralai/cli cli/v0.4.0 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"12411d11-04b2-411f-a4ab-b51fbf60cd55","url":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55","json_url":"https://onlylabs.fyi/signals/12411d11-04b2-411f-a4ab-b51fbf60cd55/signal.json","source_url":"https://github.com/mistralai/cli/releases/tag/cli/v0.4.0","title":"mistralai/cli cli/v0.4.0","summary":"Mistral AI published release notes. onlylabs watches releases for what actually shipped.","context":"mistralai/cli","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-08-27T12:56:04+00:00","first_seen_at":"2026-08-28T07:00:31.400124+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/mistralai/cli/releases/tag/cli/v0.4.0"]},"facets":{"repo":"mistralai/cli"},"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/mistralai/cli/releases/tag/cli/v0.4.0","final_url":"https://github.com/mistralai/cli/releases/tag/cli/v0.4.0","title":"mistralai/cli cli/v0.4.0","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-28T07:02:45.475823+00:00","bytes":15300,"raw_path":"8027a4e2a4b9d1eef029120cc96804d5490ecd3000f51168bd3b4f60640fba71.json","content_hash":"a20276d8cb3f83f673bc79268cac023987c03a17f593833471c51ec45a9a4bcb","excerpt_chars":1200,"truncated":false,"excerpt":"mistral CLI v0.4.0 Repository: mistralai/cli Tag: cli/v0.4.0 Published: 2026-08-27T12:56:04Z Prerelease: no Release notes: Added - `mistral evals optimize ` — turn an existing eval file into an optimization run that searches for better prompts and parameters (v0; optimizes `.py` eval files). Optional flags: - `--params` — comma-separated params to optimize (e.g. `instruction,temperature:0..1`); defaults to all `System.params`. - `--steer` — a free-text goal that steers the optimizer's reflective mutator (e.g. \"reduce hallucinations when the context lacks the answer\"), max 4000 chars. - `--name` / `--description` — human-friendly metadata for the optimization; auto-generated from the goal when omitted. - Install via plain `curl`, with optional version pinning. Fixed - `apps init` checks that `bun` is on `PATH` before shelling out to it, failing with a clear error instead of crashing."},"evidence_pages":[],"related_signals":[{"id":"3e584e4e-a6e7-4efe-8286-dc46cf025964","url":"https://onlylabs.fyi/signals/3e584e4e-a6e7-4efe-8286-dc46cf025964","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.24.5","title":"mistralai/mistral-vibe v2.24.5","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-08-27T15:29:03+00:00","first_seen_at":"2026-08-28T07:00:31.400124+00:00","date_source":"source"},{"id":"ebc80c80-7821-4f30-bf2b-6be60b18cf65","url":"https://onlylabs.fyi/signals/ebc80c80-7821-4f30-bf2b-6be60b18cf65","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.24.4","title":"mistralai/mistral-vibe v2.24.4","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-08-26T15:19:50+00:00","first_seen_at":"2026-08-27T07:01:25.511307+00:00","date_source":"source"},{"id":"07d006c0-a829-44bc-a18a-eb4158498790","url":"https://onlylabs.fyi/signals/07d006c0-a829-44bc-a18a-eb4158498790","source_url":"https://github.com/mistralai/client-python/releases/tag/v2.9.4","title":"mistralai/client-python v2.9.4","context":"mistralai/client-python","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-08-21T18:06:05+00:00","first_seen_at":"2026-08-22T07:00:30.991158+00:00","date_source":"source"},{"id":"b6ce6a57-1939-4340-bd4b-fbf9b15aea37","url":"https://onlylabs.fyi/signals/b6ce6a57-1939-4340-bd4b-fbf9b15aea37","source_url":"https://github.com/mistralai/client-ts/releases/tag/v2.6.4","title":"mistralai/client-ts v2.6.4","context":"mistralai/client-ts","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-08-21T10:16:30+00:00","first_seen_at":"2026-08-22T07:00:30.991158+00:00","date_source":"source"},{"id":"22c6d9a4-1b29-4769-bc83-dc979053f1b9","url":"https://onlylabs.fyi/signals/22c6d9a4-1b29-4769-bc83-dc979053f1b9","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.24.3","title":"mistralai/mistral-vibe v2.24.3","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-08-20T17:39:00+00:00","first_seen_at":"2026-08-21T07:03:18.116397+00:00","date_source":"source"},{"id":"6f382119-203c-441c-b861-347caaa725bb","url":"https://onlylabs.fyi/signals/6f382119-203c-441c-b861-347caaa725bb","source_url":"https://github.com/mistralai/mistral-vibe/releases/tag/v2.24.2","title":"mistralai/mistral-vibe v2.24.2","context":"mistralai/mistral-vibe","kind":{"key":"release","label":"Release"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-08-18T14:13:33+00:00","first_seen_at":"2026-08-19T07:00:30.965219+00:00","date_source":"source"}]}