{"schema_version":"onlylabs.public_signal.v1","title":"Reka AI Repo: reka-ai/cs2-dem-renderer","description":"Reka AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/af81106f-89f7-47d6-8c77-68841918ea50","json_url":"https://onlylabs.fyi/signals/af81106f-89f7-47d6-8c77-68841918ea50/signal.json","generated_at":"2026-06-27T00:54:20.403Z","evidence_latest_fetched_at":"2026-06-25T07:02:33.901592+00:00","signal_first_seen_at":"2026-06-25T07:01:15.771565+00:00","org":{"slug":"reka","name":"Reka AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/reka","dossier_json_url":"https://onlylabs.fyi/labs/reka/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/af81106f-89f7-47d6-8c77-68841918ea50","signal_json":"https://onlylabs.fyi/signals/af81106f-89f7-47d6-8c77-68841918ea50/signal.json","source":"https://github.com/reka-ai/cs2-dem-renderer","lab_dossier":"https://onlylabs.fyi/labs/reka","lab_dossier_json":"https://onlylabs.fyi/labs/reka/dossier.json","analysis":"https://onlylabs.fyi/analysis/reka","analysis_json":"https://onlylabs.fyi/analysis/reka/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/reka/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Reka AI published reka-ai/cs2-dem-renderer (Go). 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for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/af81106f-89f7-47d6-8c77-68841918ea50/signal.json","required":true},{"label":"source","url":"https://github.com/reka-ai/cs2-dem-renderer","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/reka/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/reka/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 Reka AI's repo signal \"reka-ai/cs2-dem-renderer\" for neolab strategy."},"semantic_triples":[{"subject":"Reka AI","predicate":"published repo","object":"reka-ai/cs2-dem-renderer","text":"Reka AI published repo reka-ai/cs2-dem-renderer."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"is classified as","object":"repo signal","text":"reka-ai/cs2-dem-renderer is classified as repo signal."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"belongs to","object":"repos desk","text":"reka-ai/cs2-dem-renderer belongs to repos desk."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has context","object":"Go","text":"reka-ai/cs2-dem-renderer has context Go."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"reka-ai/cs2-dem-renderer has evidence coverage 1 captured evidence page."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has captured page count","object":"1","text":"reka-ai/cs2-dem-renderer has captured page count 1."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has readable page count","object":"1","text":"reka-ai/cs2-dem-renderer has readable page count 1."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has related signal count","object":"6","text":"reka-ai/cs2-dem-renderer has related signal count 6."},{"subject":"reka-ai/cs2-dem-renderer","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":"reka-ai/cs2-dem-renderer 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":"reka-ai/cs2-dem-renderer","predicate":"has source host","object":"github.com","text":"reka-ai/cs2-dem-renderer has source host github.com."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has lab","object":"Reka AI","text":"reka-ai/cs2-dem-renderer has lab Reka AI."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has signal desk","object":"repos","text":"reka-ai/cs2-dem-renderer has signal desk repos."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has source host","object":"github.com","text":"reka-ai/cs2-dem-renderer has source host github.com."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has repository","object":"reka-ai/cs2-dem-renderer","text":"reka-ai/cs2-dem-renderer has repository reka-ai/cs2-dem-renderer."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has language","object":"Go","text":"reka-ai/cs2-dem-renderer has language Go."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has stars","object":"9","text":"reka-ai/cs2-dem-renderer has stars 9."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has context","object":"Renderer for Counter-Strike 2 demo files.","text":"reka-ai/cs2-dem-renderer has context Renderer for Counter-Strike 2 demo files.."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has notability","object":"Non-AI game tool repo, no traction.","text":"reka-ai/cs2-dem-renderer has notability Non-AI game tool repo, no traction.."}]},"intelligence":{"signal_desk":"repos","answer":"Reka AI published reka-ai/cs2-dem-renderer (Go). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo reka-ai/cs2-dem-renderer · language Go · Renderer for Counter-Strike 2 demo files.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Reka AI","predicate":"published repo","object":"reka-ai/cs2-dem-renderer","text":"Reka AI published repo reka-ai/cs2-dem-renderer."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"is classified as","object":"repo signal","text":"reka-ai/cs2-dem-renderer is classified as repo signal."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"belongs to","object":"repos desk","text":"reka-ai/cs2-dem-renderer belongs to repos desk."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has context","object":"Go","text":"reka-ai/cs2-dem-renderer has context Go."},{"subject":"reka-ai/cs2-dem-renderer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"reka-ai/cs2-dem-renderer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"af81106f-89f7-47d6-8c77-68841918ea50","url":"https://onlylabs.fyi/signals/af81106f-89f7-47d6-8c77-68841918ea50","json_url":"https://onlylabs.fyi/signals/af81106f-89f7-47d6-8c77-68841918ea50/signal.json","source_url":"https://github.com/reka-ai/cs2-dem-renderer","title":"reka-ai/cs2-dem-renderer","summary":"Reka AI published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Go","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-06-22T15:51:08+00:00","first_seen_at":"2026-06-25T07:01:15.771565+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/reka-ai/cs2-dem-renderer"]},"facets":{"repo":"reka-ai/cs2-dem-renderer","language":"Go"},"traction":{"github_stars":9,"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/reka-ai/cs2-dem-renderer","final_url":"https://github.com/reka-ai/cs2-dem-renderer","title":"reka-ai/cs2-dem-renderer repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-25T07:02:33.901592+00:00","bytes":12428,"raw_path":"0266cb12a74b7b006b7f6b32e2914b67b5ee69baded522836a299c091c6150be.json","content_hash":"426b282c1d84332064fd80622bf09a7a40ce86b795562e09998ae3a70774bcad","excerpt_chars":1200,"truncated":true,"excerpt":"reka-ai/cs2-dem-renderer Description: Tools used to convert counterstrike 2 demofiles to videos + annotations Language: Go License: MIT Stars: 0 Forks: 0 Open issues: 0 Created: 2026-06-22T15:51:08Z Pushed: 2026-06-25T05:40:20Z Default branch: main Fork: no Archived: no README: [[Blogpost]](https://reka.ai/news/cs2-10k-a-large-scale-egocentric-counter-strike-2-dataset) [[🤗 Dataset]](https://huggingface.co/datasets/RekaAI/CS2-10k) [[🎮 Viewer]](https://huggingface.co/spaces/RekaAI/CS2-10k-viewer) Renders Counter-Strike 2 `.dem` demo files to per-player-round videos with synchronized frame-level metadata (keyboard inputs, mouse deltas, player position). Includes a browser-based viewer for exploring the output. Built for Linux but can work on Windows with minimal modifications. How it works 1. **Parse** (two-pass): extracts per-player spawn/death tick intervals and per-frame button inputs from the demo. 2. **Render**: generates a JSON action sequence, launches CS2 via Steam with the demo loaded, and lets the server plugin execute the action sequence. 3. **Encode**: streams raw TGA frames piped from CS2's movie output directory to ffmpeg (VAAPI HEVC), writing `.mp4` files in real..."},"evidence_pages":[],"related_signals":[{"id":"1227bd13-65e9-430c-83bf-228eb14e3003","url":"https://onlylabs.fyi/signals/1227bd13-65e9-430c-83bf-228eb14e3003","source_url":"https://github.com/reka-ai/reka-mcp","title":"reka-ai/reka-mcp","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-04-28T07:52:10+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"e476a67e-0f08-4130-9aeb-d7ddb8308e9a","url":"https://onlylabs.fyi/signals/e476a67e-0f08-4130-9aeb-d7ddb8308e9a","source_url":"https://github.com/reka-ai/reka-cli","title":"reka-ai/reka-cli","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-03-05T03:55:53+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"d21cbdac-d30a-45ea-bbde-04b84a25cb6c","url":"https://onlylabs.fyi/signals/d21cbdac-d30a-45ea-bbde-04b84a25cb6c","source_url":"https://github.com/reka-ai/vllm-reka","title":"reka-ai/vllm-reka","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-02-16T14:59:03+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"5bfd3e01-ecbb-4406-952d-496c233da452","url":"https://onlylabs.fyi/signals/5bfd3e01-ecbb-4406-952d-496c233da452","source_url":"https://github.com/reka-ai/clip-api-examples","title":"reka-ai/clip-api-examples","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-02-09T18:45:39+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"0bb997fd-d7cd-41be-b1c6-f786a95e33b8","url":"https://onlylabs.fyi/signals/0bb997fd-d7cd-41be-b1c6-f786a95e33b8","source_url":"https://github.com/reka-ai/n8n-nodes-reka","title":"reka-ai/n8n-nodes-reka","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2026-01-07T18:27:21+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"},{"id":"e04cad2e-a265-4a5a-acd5-c02a7ea0bc2a","url":"https://onlylabs.fyi/signals/e04cad2e-a265-4a5a-acd5-c02a7ea0bc2a","source_url":"https://github.com/reka-ai/reka-sdk-dotnet","title":"reka-ai/reka-sdk-dotnet","context":"C#","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"reka","name":"Reka AI","category":"neolab"},"occurred_at":"2025-11-21T13:40:08+00:00","first_seen_at":"2026-06-05T22:32:22.156489+00:00","date_source":"source"}]}