{"schema_version":"onlylabs.public_signal.v1","title":"MiniMax Repo: MiniMax-AI/mcode-stack","description":"MiniMax repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a6c54796-f5a1-43ab-b9c4-8f33825dd121","json_url":"https://onlylabs.fyi/signals/a6c54796-f5a1-43ab-b9c4-8f33825dd121/signal.json","generated_at":"2026-10-29T15:38:20.717Z","evidence_latest_fetched_at":"2026-10-28T07:04:16.792894+00:00","signal_first_seen_at":"2026-10-28T07:00:48.28616+00:00","org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/minimax","dossier_json_url":"https://onlylabs.fyi/labs/minimax/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a6c54796-f5a1-43ab-b9c4-8f33825dd121","signal_json":"https://onlylabs.fyi/signals/a6c54796-f5a1-43ab-b9c4-8f33825dd121/signal.json","source":"https://github.com/MiniMax-AI/mcode-stack","lab_dossier":"https://onlylabs.fyi/labs/minimax","lab_dossier_json":"https://onlylabs.fyi/labs/minimax/dossier.json","analysis":"https://onlylabs.fyi/analysis/minimax","analysis_json":"https://onlylabs.fyi/analysis/minimax/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/minimax/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":"MiniMax published MiniMax-AI/mcode-stack (Python). 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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/a6c54796-f5a1-43ab-b9c4-8f33825dd121/signal.json","required":true},{"label":"source","url":"https://github.com/MiniMax-AI/mcode-stack","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/minimax/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/minimax/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 MiniMax's repo signal \"MiniMax-AI/mcode-stack\" for frontier lab strategy."},"semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/mcode-stack","text":"MiniMax published repo MiniMax-AI/mcode-stack."},{"subject":"MiniMax-AI/mcode-stack","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/mcode-stack is classified as repo signal."},{"subject":"MiniMax-AI/mcode-stack","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/mcode-stack belongs to repos desk."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has context","object":"Python","text":"MiniMax-AI/mcode-stack has context Python."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/mcode-stack has evidence coverage 1 captured evidence page."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has captured page count","object":"1","text":"MiniMax-AI/mcode-stack has captured page count 1."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has readable page count","object":"1","text":"MiniMax-AI/mcode-stack has readable page count 1."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has related signal count","object":"6","text":"MiniMax-AI/mcode-stack has related signal count 6."},{"subject":"MiniMax-AI/mcode-stack","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":"MiniMax-AI/mcode-stack 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":"MiniMax-AI/mcode-stack","predicate":"has source host","object":"github.com","text":"MiniMax-AI/mcode-stack has source host github.com."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has 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alignment."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has watch term","object":"Agents and tool use","text":"MiniMax-AI/mcode-stack has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"MiniMax published MiniMax-AI/mcode-stack (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MiniMax-AI/mcode-stack · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/mcode-stack","text":"MiniMax published repo MiniMax-AI/mcode-stack."},{"subject":"MiniMax-AI/mcode-stack","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/mcode-stack is classified as repo signal."},{"subject":"MiniMax-AI/mcode-stack","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/mcode-stack belongs to repos desk."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has context","object":"Python","text":"MiniMax-AI/mcode-stack has context Python."},{"subject":"MiniMax-AI/mcode-stack","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/mcode-stack has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a6c54796-f5a1-43ab-b9c4-8f33825dd121","url":"https://onlylabs.fyi/signals/a6c54796-f5a1-43ab-b9c4-8f33825dd121","json_url":"https://onlylabs.fyi/signals/a6c54796-f5a1-43ab-b9c4-8f33825dd121/signal.json","source_url":"https://github.com/MiniMax-AI/mcode-stack","title":"MiniMax-AI/mcode-stack","summary":"MiniMax 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":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-10-28T02:17:41+00:00","first_seen_at":"2026-10-28T07:00:48.28616+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/MiniMax-AI/mcode-stack"]},"facets":{"repo":"MiniMax-AI/mcode-stack","language":"Python"},"traction":{"github_stars":327,"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/MiniMax-AI/mcode-stack","final_url":"https://github.com/MiniMax-AI/mcode-stack","title":"MiniMax-AI/mcode-stack repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-28T07:04:16.792894+00:00","bytes":17293,"raw_path":"1f2a1ef50372a46dd80e9342dc7c3add26f6945f98032063569b26958d694372.json","content_hash":"2fe6e4c33fd1a09680af9127712126aebd16b2ca8e5ae48261669c69b2b8277f","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/mcode-stack Description: The workflows and skills the MiniMax Code team uses to build MiniMax Code. Open source, install and use. Language: JavaScript License: MIT Stars: 1 Forks: 1 Open issues: 2 Created: 2026-10-28T02:17:41Z Pushed: 2026-10-28T02:52:19Z Default branch: main Fork: no Archived: no README: English · 中文 **The workflows and skills the MiniMax Code team uses to build MiniMax Code. Open source, install and use.** This is not a prompt collection or a list of \"best practices\". It is what people on the team actually use every day: how to keep AI-written code at a high bar, how to decide whether a task should go to a subagent, how long to wait on a long command, how to keep long sessions from going dull, and what goes into context on every turn. Each piece is a `SKILL.md` skill or checklist that installs straight into [MiniMax Code](https://github.com/MiniMax-AI/minimax-code). - [Quick start](#quick-start) - [What's inside](#whats-inside) - [How it works](#how-it-works) - [Articles](#articles) - [Stacks](#stacks) - [Contribute your own stack](#contribute-your-own-stack) Quick start **One skill, for all your projects:** ```bash git clone..."},"evidence_pages":[],"related_signals":[{"id":"5f3719b1-b298-4023-a89b-35f69ca7e696","url":"https://onlylabs.fyi/signals/5f3719b1-b298-4023-a89b-35f69ca7e696","source_url":"https://github.com/MiniMax-AI/homebrew-tap","title":"MiniMax-AI/homebrew-tap","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-10-02T03:02:22+00:00","first_seen_at":"2026-10-02T07:00:47.643382+00:00","date_source":"source"},{"id":"91c1de3f-06db-4e77-addf-66f62db77ab2","url":"https://onlylabs.fyi/signals/91c1de3f-06db-4e77-addf-66f62db77ab2","source_url":"https://github.com/MiniMax-AI/OpenAgentCore","title":"MiniMax-AI/OpenAgentCore","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-09-21T03:18:15+00:00","first_seen_at":"2026-09-30T07:00:49.433777+00:00","date_source":"source"},{"id":"f88d9563-0ba7-4e4e-b4ee-867cbb4b058c","url":"https://onlylabs.fyi/signals/f88d9563-0ba7-4e4e-b4ee-867cbb4b058c","source_url":"https://github.com/MiniMax-AI/MiniMax-Code-MiniApps","title":"MiniMax-AI/MiniMax-Code-MiniApps","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-09-20T07:44:29+00:00","first_seen_at":"2026-09-21T07:00:49.275924+00:00","date_source":"source"},{"id":"57c2f3ff-cfaf-4c5a-bd71-a446c56b7840","url":"https://onlylabs.fyi/signals/57c2f3ff-cfaf-4c5a-bd71-a446c56b7840","source_url":"https://github.com/MiniMax-AI/MiniMax-Code-Plugins","title":"MiniMax-AI/MiniMax-Code-Plugins","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-08-17T12:23:34+00:00","first_seen_at":"2026-08-18T07:00:45.183088+00:00","date_source":"source"},{"id":"722b9cf6-590e-4bc5-9231-0ee91eb37797","url":"https://onlylabs.fyi/signals/722b9cf6-590e-4bc5-9231-0ee91eb37797","source_url":"https://github.com/MiniMax-AI/awesome-minimax-h3-integration","title":"MiniMax-AI/awesome-minimax-h3-integration","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-08-13T05:47:03+00:00","first_seen_at":"2026-08-15T07:00:42.844129+00:00","date_source":"source"},{"id":"e1eeac01-8fe1-4384-b4a6-383884525dca","url":"https://onlylabs.fyi/signals/e1eeac01-8fe1-4384-b4a6-383884525dca","source_url":"https://github.com/MiniMax-AI/minimax-desgin-plugin","title":"MiniMax-AI/minimax-desgin-plugin","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-08-13T02:12:07+00:00","first_seen_at":"2026-08-20T07:00:48.01905+00:00","date_source":"source"}]}