{"schema_version":"onlylabs.public_signal.v1","title":"MiniMax Repo: MiniMax-AI/skills","description":"MiniMax repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958","json_url":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958/signal.json","generated_at":"2026-06-11T02:52:04.128701+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/333621c4-294f-4e2a-acef-14134b0a2958","signal_json":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958/signal.json","source":"https://github.com/MiniMax-AI/skills","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/skills (C#). 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/skills · language C# · High stars from notable lab, significant release.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/MiniMax-AI/skills","source_host":"github.com","occurred_at":"2026-03-17T07:19:25+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source","context":"C#"},"context_markers":[{"label":"Lab","value":"MiniMax","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"MiniMax-AI/skills","source":"source"},{"label":"Language","value":"C#","source":"source"},{"label":"Stars","value":"12,555","source":"traction"},{"label":"Notability","value":"High stars from notable lab, significant release.","source":"signal"},{"label":"Watch term","value":"RL environments","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/MiniMax-AI/skills"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:52:04.128701+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958/signal.json","dossier_json":"https://onlylabs.fyi/labs/minimax/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/minimax/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/minimax/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","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","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose 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/333621c4-294f-4e2a-acef-14134b0a2958/signal.json","required":true},{"label":"source","url":"https://github.com/MiniMax-AI/skills","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/skills\" for frontier lab strategy."},"semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/skills","text":"MiniMax published repo MiniMax-AI/skills."},{"subject":"MiniMax-AI/skills","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/skills is classified as repo signal."},{"subject":"MiniMax-AI/skills","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/skills belongs to repos desk."},{"subject":"MiniMax-AI/skills","predicate":"has context","object":"C#","text":"MiniMax-AI/skills has context C#."},{"subject":"MiniMax-AI/skills","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/skills has evidence coverage 1 captured evidence page."},{"subject":"MiniMax-AI/skills","predicate":"has captured page count","object":"1","text":"MiniMax-AI/skills has captured page count 1."},{"subject":"MiniMax-AI/skills","predicate":"has readable page count","object":"1","text":"MiniMax-AI/skills has readable page count 1."},{"subject":"MiniMax-AI/skills","predicate":"has related signal count","object":"6","text":"MiniMax-AI/skills has related signal count 6."},{"subject":"MiniMax-AI/skills","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/skills 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/skills","predicate":"has source host","object":"github.com","text":"MiniMax-AI/skills has source host github.com."},{"subject":"MiniMax-AI/skills","predicate":"has lab","object":"MiniMax","text":"MiniMax-AI/skills has lab MiniMax."},{"subject":"MiniMax-AI/skills","predicate":"has signal desk","object":"repos","text":"MiniMax-AI/skills has signal desk repos."},{"subject":"MiniMax-AI/skills","predicate":"has source host","object":"github.com","text":"MiniMax-AI/skills has source host github.com."},{"subject":"MiniMax-AI/skills","predicate":"has repository","object":"MiniMax-AI/skills","text":"MiniMax-AI/skills has repository MiniMax-AI/skills."},{"subject":"MiniMax-AI/skills","predicate":"has language","object":"C#","text":"MiniMax-AI/skills has language C#."},{"subject":"MiniMax-AI/skills","predicate":"has stars","object":"12,555","text":"MiniMax-AI/skills has stars 12,555."},{"subject":"MiniMax-AI/skills","predicate":"has notability","object":"High stars from notable lab, significant release.","text":"MiniMax-AI/skills has notability High stars from notable lab, significant release.."},{"subject":"MiniMax-AI/skills","predicate":"has watch term","object":"RL environments","text":"MiniMax-AI/skills has watch term RL environments."}]},"intelligence":{"signal_desk":"repos","answer":"MiniMax published MiniMax-AI/skills (C#). 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/skills · language C# · High stars from notable lab, significant release.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"MiniMax","predicate":"published repo","object":"MiniMax-AI/skills","text":"MiniMax published repo MiniMax-AI/skills."},{"subject":"MiniMax-AI/skills","predicate":"is classified as","object":"repo signal","text":"MiniMax-AI/skills is classified as repo signal."},{"subject":"MiniMax-AI/skills","predicate":"belongs to","object":"repos desk","text":"MiniMax-AI/skills belongs to repos desk."},{"subject":"MiniMax-AI/skills","predicate":"has context","object":"C#","text":"MiniMax-AI/skills has context C#."},{"subject":"MiniMax-AI/skills","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MiniMax-AI/skills has evidence coverage 1 captured evidence page."}]},"signal":{"id":"333621c4-294f-4e2a-acef-14134b0a2958","url":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958","json_url":"https://onlylabs.fyi/signals/333621c4-294f-4e2a-acef-14134b0a2958/signal.json","source_url":"https://github.com/MiniMax-AI/skills","title":"MiniMax-AI/skills","summary":"MiniMax published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-17T07:19:25+00:00","first_seen_at":"2026-06-05T20:58:48.478227+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/skills"]},"facets":{"repo":"MiniMax-AI/skills","language":"C#"},"traction":{"github_stars":12555,"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/MiniMax-AI/skills","final_url":"https://github.com/MiniMax-AI/skills","title":"MiniMax-AI/skills repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:04.128701+00:00","bytes":15356,"raw_path":"ae30185145b88a0ddca205f50869e8f85b8c09181232df3bab63b614a91195a1.json","content_hash":"ac86dc40d11291416c1885066ffcf24e1f451557be0e9e4b6a5b94cdcc84f933","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/skills Language: C# License: MIT Stars: 12551 Forks: 1084 Open issues: 57 Created: 2026-03-17T07:19:25Z Pushed: 2026-04-18T09:48:47Z Default branch: main Fork: no Archived: no README: MiniMax Skills [中文版](./README_zh.md) > **Beta** — This project is under active development. Skills, APIs, and configuration formats may change without notice. We welcome feedback and contributions. Development skills for AI coding agents. Plug into your favorite AI coding tool and get structured, production-quality guidance for frontend, fullstack, Android, iOS, and shader development. Skills | Skill                               | Description | Source | |---------------------------------------|-------------|--------| | `frontend-dev` | Full-stack frontend development combining premium UI design, cinematic animations (Framer Motion, GSAP), AI-generated media assets via MiniMax API (image, video, audio, music, TTS), persuasive copywriting (AIDA framework), and generative art (p5.js, Three.js, Canvas). Tech stack: React / Next.js, Tailwind CSS...."},"evidence_pages":[{"url":"https://github.com/MiniMax-AI/skills","final_url":"https://github.com/MiniMax-AI/skills","title":"MiniMax-AI/skills repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:04.128701+00:00","bytes":15356,"raw_path":"ae30185145b88a0ddca205f50869e8f85b8c09181232df3bab63b614a91195a1.json","content_hash":"ac86dc40d11291416c1885066ffcf24e1f451557be0e9e4b6a5b94cdcc84f933","excerpt_chars":1200,"truncated":true,"excerpt":"MiniMax-AI/skills Language: C# License: MIT Stars: 12551 Forks: 1084 Open issues: 57 Created: 2026-03-17T07:19:25Z Pushed: 2026-04-18T09:48:47Z Default branch: main Fork: no Archived: no README: MiniMax Skills [中文版](./README_zh.md) > **Beta** — This project is under active development. Skills, APIs, and configuration formats may change without notice. We welcome feedback and contributions. Development skills for AI coding agents. Plug into your favorite AI coding tool and get structured, production-quality guidance for frontend, fullstack, Android, iOS, and shader development. Skills | Skill                               | Description | Source | |---------------------------------------|-------------|--------| | `frontend-dev` | Full-stack frontend development combining premium UI design, cinematic animations (Framer Motion, GSAP), AI-generated media assets via MiniMax API (image, video, audio, music, TTS), persuasive copywriting (AIDA framework), and generative art (p5.js, Three.js, Canvas). Tech stack: React / Next.js, Tailwind CSS...."}],"related_signals":[{"id":"4f6b7646-7bf5-4577-9280-c18dcc7013c6","url":"https://onlylabs.fyi/signals/4f6b7646-7bf5-4577-9280-c18dcc7013c6","source_url":"https://github.com/MiniMax-AI/minimax-code","title":"MiniMax-AI/minimax-code","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-06-01T12:39:40+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"b1e6d13f-ac0b-4910-bb42-45788b8112e0","url":"https://onlylabs.fyi/signals/b1e6d13f-ac0b-4910-bb42-45788b8112e0","source_url":"https://github.com/MiniMax-AI/MiniMax-M3","title":"MiniMax-AI/MiniMax-M3","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-06-01T06:05:17+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"a80f974b-b457-4dd4-a75f-2bd5f14c7045","url":"https://onlylabs.fyi/signals/a80f974b-b457-4dd4-a75f-2bd5f14c7045","source_url":"https://github.com/MiniMax-AI/MiniMax-M2.7","title":"MiniMax-AI/MiniMax-M2.7","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-04-09T03:34:10+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"4d3fe2a2-5602-4b66-9e7d-ce8b615064b4","url":"https://onlylabs.fyi/signals/4d3fe2a2-5602-4b66-9e7d-ce8b615064b4","source_url":"https://github.com/MiniMax-AI/cli","title":"MiniMax-AI/cli","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-25T15:34:45+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"b00c2bb2-3be6-4a96-8dbd-7b2630f243a2","url":"https://onlylabs.fyi/signals/b00c2bb2-3be6-4a96-8dbd-7b2630f243a2","source_url":"https://github.com/MiniMax-AI/OpenRoom","title":"MiniMax-AI/OpenRoom","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-03-03T04:01:01+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"},{"id":"0ee0d03d-ca7a-4371-a9f5-b756dc6e1044","url":"https://onlylabs.fyi/signals/0ee0d03d-ca7a-4371-a9f5-b756dc6e1044","source_url":"https://github.com/MiniMax-AI/MiniMax-M2.5","title":"MiniMax-AI/MiniMax-M2.5","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"minimax","name":"MiniMax","category":"frontier-lab"},"occurred_at":"2026-02-13T04:47:29+00:00","first_seen_at":"2026-06-05T20:58:48.478227+00:00","date_source":"source"}]}