{"schema_version":"onlylabs.public_signal.v1","title":"DeepSeek Repo: deepseek-ai/awesome-deepseek-coder","description":"DeepSeek repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/3431637e-5919-40c6-a2a9-35f174dc790f","json_url":"https://onlylabs.fyi/signals/3431637e-5919-40c6-a2a9-35f174dc790f/signal.json","generated_at":"2026-06-11T04:00:06.318143+00:00","org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/deepseek","dossier_json_url":"https://onlylabs.fyi/labs/deepseek/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/3431637e-5919-40c6-a2a9-35f174dc790f","signal_json":"https://onlylabs.fyi/signals/3431637e-5919-40c6-a2a9-35f174dc790f/signal.json","source":"https://github.com/deepseek-ai/awesome-deepseek-coder","lab_dossier":"https://onlylabs.fyi/labs/deepseek","lab_dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis":"https://onlylabs.fyi/analysis/deepseek","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/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":"DeepSeek published deepseek-ai/awesome-deepseek-coder. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo deepseek-ai/awesome-deepseek-coder · deepseek-ai/awesome-deepseek-coder Description: A curated list of open-source projects related to DeepSeek Coder Stars: 791 Forks: 211 Open issues: 0 Created:.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/deepseek-ai/awesome-deepseek-coder","source_host":"github.com","occurred_at":"2023-11-06T04:51:04+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"DeepSeek","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"deepseek-ai/awesome-deepseek-coder","source":"source"},{"label":"Stars","value":"791","source":"traction"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","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/deepseek-ai/awesome-deepseek-coder"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:00:06.318143+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3431637e-5919-40c6-a2a9-35f174dc790f/signal.json","dossier_json":"https://onlylabs.fyi/labs/deepseek/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/deepseek/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/deepseek/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/3431637e-5919-40c6-a2a9-35f174dc790f/signal.json","required":true},{"label":"source","url":"https://github.com/deepseek-ai/awesome-deepseek-coder","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/deepseek/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/deepseek/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 DeepSeek's repo signal \"deepseek-ai/awesome-deepseek-coder\" for frontier lab strategy."},"semantic_triples":[{"subject":"DeepSeek","predicate":"published repo","object":"deepseek-ai/awesome-deepseek-coder","text":"DeepSeek published repo deepseek-ai/awesome-deepseek-coder."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"is classified as","object":"repo signal","text":"deepseek-ai/awesome-deepseek-coder is classified as repo signal."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"belongs to","object":"repos desk","text":"deepseek-ai/awesome-deepseek-coder belongs to repos desk."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/awesome-deepseek-coder has evidence coverage 1 captured evidence page."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has captured page count","object":"1","text":"deepseek-ai/awesome-deepseek-coder has captured page count 1."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has readable page count","object":"1","text":"deepseek-ai/awesome-deepseek-coder has readable page count 1."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has related signal count","object":"6","text":"deepseek-ai/awesome-deepseek-coder has related signal count 6."},{"subject":"deepseek-ai/awesome-deepseek-coder","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":"deepseek-ai/awesome-deepseek-coder 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":"deepseek-ai/awesome-deepseek-coder","predicate":"has source host","object":"github.com","text":"deepseek-ai/awesome-deepseek-coder has source host github.com."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has lab","object":"DeepSeek","text":"deepseek-ai/awesome-deepseek-coder has lab DeepSeek."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has signal desk","object":"repos","text":"deepseek-ai/awesome-deepseek-coder has signal desk repos."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has source host","object":"github.com","text":"deepseek-ai/awesome-deepseek-coder has source host github.com."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has repository","object":"deepseek-ai/awesome-deepseek-coder","text":"deepseek-ai/awesome-deepseek-coder has repository deepseek-ai/awesome-deepseek-coder."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has stars","object":"791","text":"deepseek-ai/awesome-deepseek-coder has stars 791."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has watch term","object":"Model card","text":"deepseek-ai/awesome-deepseek-coder has watch term Model card."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has watch term","object":"Data pipeline","text":"deepseek-ai/awesome-deepseek-coder has watch term Data pipeline."}]},"intelligence":{"signal_desk":"repos","answer":"DeepSeek published deepseek-ai/awesome-deepseek-coder. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo deepseek-ai/awesome-deepseek-coder · deepseek-ai/awesome-deepseek-coder Description: A curated list of open-source projects related to DeepSeek Coder Stars: 791 Forks: 211 Open issues: 0 Created:.... onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"DeepSeek","predicate":"published repo","object":"deepseek-ai/awesome-deepseek-coder","text":"DeepSeek published repo deepseek-ai/awesome-deepseek-coder."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"is classified as","object":"repo signal","text":"deepseek-ai/awesome-deepseek-coder is classified as repo signal."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"belongs to","object":"repos desk","text":"deepseek-ai/awesome-deepseek-coder belongs to repos desk."},{"subject":"deepseek-ai/awesome-deepseek-coder","predicate":"has evidence coverage","object":"1 captured evidence page","text":"deepseek-ai/awesome-deepseek-coder has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3431637e-5919-40c6-a2a9-35f174dc790f","url":"https://onlylabs.fyi/signals/3431637e-5919-40c6-a2a9-35f174dc790f","json_url":"https://onlylabs.fyi/signals/3431637e-5919-40c6-a2a9-35f174dc790f/signal.json","source_url":"https://github.com/deepseek-ai/awesome-deepseek-coder","title":"deepseek-ai/awesome-deepseek-coder","summary":"DeepSeek published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2023-11-06T04:51:04+00:00","first_seen_at":"2026-06-05T05:42:58.487688+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/deepseek-ai/awesome-deepseek-coder"]},"facets":{"repo":"deepseek-ai/awesome-deepseek-coder"},"traction":{"github_stars":791,"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/deepseek-ai/awesome-deepseek-coder","final_url":"https://github.com/deepseek-ai/awesome-deepseek-coder","title":"deepseek-ai/awesome-deepseek-coder repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:06.318143+00:00","bytes":15170,"raw_path":"eaccf0c889c65f8297d6e5b44d8aba5c91d3f753e97998a770a9747d65b951da.json","content_hash":"ad574f8fc8676a309f50086df5c883ebf2c7343c31d42650931bd1de618c40df","excerpt_chars":1200,"truncated":true,"excerpt":"deepseek-ai/awesome-deepseek-coder Description: A curated list of open-source projects related to DeepSeek Coder Stars: 791 Forks: 211 Open issues: 0 Created: 2023-11-06T04:51:04Z Pushed: 2025-11-11T06:45:15Z Default branch: main Fork: no Archived: no README:

\"Awesome

📚 [English] | [中文](https://github.com/deepseek-ai/awesome-deepseek-coder/blob/main/README_CN.md)
awesome-deepseek-coder ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) A curated list of open-source projects related to DeepSeek Coder. Chat with DeepSeek Coder Chat Website: [chat.deepseek.com](https://chat.deepseek.com/) Official Resources Released Models All models are available on Hugging Face: [huggingface.co/deepseek-ai](https://huggingface.co/deepseek-ai) | Model Size | Base | Instruct | |------------|------|----------| | **1.3B** | [deepseek-coder-1.3b-base](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base) | [deepseek-coder-1.3b-instruct](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct) | | **5.7B** |..."},"evidence_pages":[{"url":"https://github.com/deepseek-ai/awesome-deepseek-coder","final_url":"https://github.com/deepseek-ai/awesome-deepseek-coder","title":"deepseek-ai/awesome-deepseek-coder repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:06.318143+00:00","bytes":15170,"raw_path":"eaccf0c889c65f8297d6e5b44d8aba5c91d3f753e97998a770a9747d65b951da.json","content_hash":"ad574f8fc8676a309f50086df5c883ebf2c7343c31d42650931bd1de618c40df","excerpt_chars":1200,"truncated":true,"excerpt":"deepseek-ai/awesome-deepseek-coder Description: A curated list of open-source projects related to DeepSeek Coder Stars: 791 Forks: 211 Open issues: 0 Created: 2023-11-06T04:51:04Z Pushed: 2025-11-11T06:45:15Z Default branch: main Fork: no Archived: no README:

\"Awesome

📚 [English] | [中文](https://github.com/deepseek-ai/awesome-deepseek-coder/blob/main/README_CN.md)
awesome-deepseek-coder ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) A curated list of open-source projects related to DeepSeek Coder. Chat with DeepSeek Coder Chat Website: [chat.deepseek.com](https://chat.deepseek.com/) Official Resources Released Models All models are available on Hugging Face: [huggingface.co/deepseek-ai](https://huggingface.co/deepseek-ai) | Model Size | Base | Instruct | |------------|------|----------| | **1.3B** | [deepseek-coder-1.3b-base](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-base) | [deepseek-coder-1.3b-instruct](https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct) | | **5.7B** |..."}],"related_signals":[{"id":"31ab18b8-e694-4bc1-93b8-2a42088e7a91","url":"https://onlylabs.fyi/signals/31ab18b8-e694-4bc1-93b8-2a42088e7a91","source_url":"https://github.com/deepseek-ai/awesome-deepseek-agent","title":"deepseek-ai/awesome-deepseek-agent","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-04-27T06:37:38+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"0d5a2ac4-b1e6-45e0-a491-410adc1c5100","url":"https://onlylabs.fyi/signals/0d5a2ac4-b1e6-45e0-a491-410adc1c5100","source_url":"https://github.com/deepseek-ai/TileKernels","title":"deepseek-ai/TileKernels","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-04-22T05:38:31+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"9559d00e-0b1d-47ca-9ca0-39fd9e151508","url":"https://onlylabs.fyi/signals/9559d00e-0b1d-47ca-9ca0-39fd9e151508","source_url":"https://github.com/deepseek-ai/DeepSeek-OCR-2","title":"deepseek-ai/DeepSeek-OCR-2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-01-27T03:05:42+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"142c0e97-8b96-4959-843a-8f24b923afba","url":"https://onlylabs.fyi/signals/142c0e97-8b96-4959-843a-8f24b923afba","source_url":"https://github.com/deepseek-ai/Engram","title":"deepseek-ai/Engram","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2026-01-12T05:26:50+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"ea19f925-5930-481c-ae17-16bbbbf865bc","url":"https://onlylabs.fyi/signals/ea19f925-5930-481c-ae17-16bbbbf865bc","source_url":"https://github.com/deepseek-ai/DeepSeek-Math-V2","title":"deepseek-ai/DeepSeek-Math-V2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-11-27T06:12:26+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"},{"id":"982f6427-b213-4835-afa2-4740dbb9f7e2","url":"https://onlylabs.fyi/signals/982f6427-b213-4835-afa2-4740dbb9f7e2","source_url":"https://github.com/deepseek-ai/LPLB","title":"deepseek-ai/LPLB","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"deepseek","name":"DeepSeek","category":"frontier-lab"},"occurred_at":"2025-11-19T07:02:55+00:00","first_seen_at":"2026-06-05T05:42:58.487688+00:00","date_source":"source"}]}