{"schema_version":"onlylabs.public_signal.v1","title":"Moonshot AI (Kimi) Repo: MoonshotAI/FlashKDA","description":"Moonshot AI (Kimi) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","json_url":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a/signal.json","generated_at":"2026-06-11T02:51:37.687896+00:00","org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/moonshot","dossier_json_url":"https://onlylabs.fyi/labs/moonshot/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","signal_json":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a/signal.json","source":"https://github.com/MoonshotAI/FlashKDA","lab_dossier":"https://onlylabs.fyi/labs/moonshot","lab_dossier_json":"https://onlylabs.fyi/labs/moonshot/dossier.json","analysis":"https://onlylabs.fyi/analysis/moonshot","analysis_json":"https://onlylabs.fyi/analysis/moonshot/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/moonshot/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":"Moonshot AI (Kimi) published MoonshotAI/FlashKDA (Cuda). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MoonshotAI/FlashKDA · language Cuda · Moderate stars, low HN traction; solid new repo but not major.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/MoonshotAI/FlashKDA","source_host":"github.com","occurred_at":"2026-04-20T12:59:46+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source","context":"Cuda"},"context_markers":[{"label":"Lab","value":"Moonshot AI (Kimi)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"MoonshotAI/FlashKDA","source":"source"},{"label":"Language","value":"Cuda","source":"source"},{"label":"Stars","value":"448","source":"traction"},{"label":"Notability","value":"Moderate stars, low HN traction; solid new repo but not major.","source":"signal"},{"label":"Watch term","value":"Eval 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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/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a/signal.json","required":true},{"label":"source","url":"https://github.com/MoonshotAI/FlashKDA","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/moonshot/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/moonshot/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 Moonshot AI (Kimi)'s repo signal \"MoonshotAI/FlashKDA\" for frontier lab strategy."},"semantic_triples":[{"subject":"Moonshot AI (Kimi)","predicate":"published repo","object":"MoonshotAI/FlashKDA","text":"Moonshot AI (Kimi) published repo MoonshotAI/FlashKDA."},{"subject":"MoonshotAI/FlashKDA","predicate":"is classified as","object":"repo signal","text":"MoonshotAI/FlashKDA is classified as repo signal."},{"subject":"MoonshotAI/FlashKDA","predicate":"belongs to","object":"repos desk","text":"MoonshotAI/FlashKDA belongs to repos desk."},{"subject":"MoonshotAI/FlashKDA","predicate":"has context","object":"Cuda","text":"MoonshotAI/FlashKDA has context Cuda."},{"subject":"MoonshotAI/FlashKDA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MoonshotAI/FlashKDA has evidence coverage 1 captured evidence page."},{"subject":"MoonshotAI/FlashKDA","predicate":"has captured page count","object":"1","text":"MoonshotAI/FlashKDA has captured page count 1."},{"subject":"MoonshotAI/FlashKDA","predicate":"has readable page count","object":"1","text":"MoonshotAI/FlashKDA has readable page count 1."},{"subject":"MoonshotAI/FlashKDA","predicate":"has related signal count","object":"6","text":"MoonshotAI/FlashKDA has related signal count 6."},{"subject":"MoonshotAI/FlashKDA","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":"MoonshotAI/FlashKDA 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":"MoonshotAI/FlashKDA","predicate":"has source host","object":"github.com","text":"MoonshotAI/FlashKDA has source host github.com."},{"subject":"MoonshotAI/FlashKDA","predicate":"has lab","object":"Moonshot AI (Kimi)","text":"MoonshotAI/FlashKDA has lab Moonshot AI (Kimi)."},{"subject":"MoonshotAI/FlashKDA","predicate":"has signal desk","object":"repos","text":"MoonshotAI/FlashKDA has signal desk repos."},{"subject":"MoonshotAI/FlashKDA","predicate":"has source host","object":"github.com","text":"MoonshotAI/FlashKDA has source host github.com."},{"subject":"MoonshotAI/FlashKDA","predicate":"has repository","object":"MoonshotAI/FlashKDA","text":"MoonshotAI/FlashKDA has repository MoonshotAI/FlashKDA."},{"subject":"MoonshotAI/FlashKDA","predicate":"has language","object":"Cuda","text":"MoonshotAI/FlashKDA has language Cuda."},{"subject":"MoonshotAI/FlashKDA","predicate":"has stars","object":"448","text":"MoonshotAI/FlashKDA has stars 448."},{"subject":"MoonshotAI/FlashKDA","predicate":"has notability","object":"Moderate stars, low HN traction; solid new repo but not major.","text":"MoonshotAI/FlashKDA has notability Moderate stars, low HN traction; solid new repo but not major.."},{"subject":"MoonshotAI/FlashKDA","predicate":"has watch term","object":"Eval methodology","text":"MoonshotAI/FlashKDA has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Moonshot AI (Kimi) published MoonshotAI/FlashKDA (Cuda). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo MoonshotAI/FlashKDA · language Cuda · Moderate stars, low HN traction; solid new repo but not major.. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Moonshot AI (Kimi)","predicate":"published repo","object":"MoonshotAI/FlashKDA","text":"Moonshot AI (Kimi) published repo MoonshotAI/FlashKDA."},{"subject":"MoonshotAI/FlashKDA","predicate":"is classified as","object":"repo signal","text":"MoonshotAI/FlashKDA is classified as repo signal."},{"subject":"MoonshotAI/FlashKDA","predicate":"belongs to","object":"repos desk","text":"MoonshotAI/FlashKDA belongs to repos desk."},{"subject":"MoonshotAI/FlashKDA","predicate":"has context","object":"Cuda","text":"MoonshotAI/FlashKDA has context Cuda."},{"subject":"MoonshotAI/FlashKDA","predicate":"has evidence coverage","object":"1 captured evidence page","text":"MoonshotAI/FlashKDA has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","url":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a","json_url":"https://onlylabs.fyi/signals/1873c3cc-86bb-4c82-83a2-55e4b9abbf6a/signal.json","source_url":"https://github.com/MoonshotAI/FlashKDA","title":"MoonshotAI/FlashKDA","summary":"Moonshot AI (Kimi) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Cuda","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-04-20T12:59:46+00:00","first_seen_at":"2026-06-05T20:58:48.769801+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/MoonshotAI/FlashKDA"]},"facets":{"repo":"MoonshotAI/FlashKDA","language":"Cuda"},"traction":{"github_stars":448,"hn_points":2,"hn_comments":0,"hn_story_id":"47850206","hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/MoonshotAI/FlashKDA","final_url":"https://github.com/MoonshotAI/FlashKDA","title":"MoonshotAI/FlashKDA repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:37.687896+00:00","bytes":11869,"raw_path":"ded4e7e6458f4aeec1bd1bfa99adaf5a4ea6a72cafd1b308b09594d292688283.json","content_hash":"ef55bd42c5e1cf019803679015de0cb66e7ec4d6000fafe2838b466399a1ddeb","excerpt_chars":1200,"truncated":true,"excerpt":"MoonshotAI/FlashKDA Description: FlashKDA: high-performance Kimi Delta Attention kernels Language: Cuda License: MIT Stars: 448 Forks: 38 Open issues: 5 Created: 2026-04-20T12:59:46Z Pushed: 2026-05-26T06:31:25Z Default branch: master Fork: no Archived: no README: FlashKDA FlashKDA: Flash Kimi Delta Attention — high-performance KDA kernels built on CUTLASS News - **2026-04-22** — Deep-Dive Blog: the design decisions behind FlashKDA v1, read it [here](docs/20260420-flashkda-v1-deep-dive.md). Requirements - SM90 and above - CUDA 12.9 and above - PyTorch 2.4 and above Installation ```bash git clone https://github.com/MoonshotAI/FlashKDA.git flash-kda cd flash-kda git submodule update --init --recursive pip install -v --no-build-isolation . ``` By default, the build detects the current CUDA device and compiles for that architecture. For wheel or CI builds, compile all supported architectures explicitly: ```bash FLASH_KDA_CUDA_ARCHS=all pip install -v --no-build-isolation . ``` Supported values are `auto` (default), `all`, or a comma-separated arch list such as `90a,100a`. Using FlashKDA as an FLA backend Once installed, FlashKDA is auto-dispatched from `flash-linear-attention`'s..."},"evidence_pages":[{"url":"https://github.com/MoonshotAI/FlashKDA","final_url":"https://github.com/MoonshotAI/FlashKDA","title":"MoonshotAI/FlashKDA repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:51:37.687896+00:00","bytes":11869,"raw_path":"ded4e7e6458f4aeec1bd1bfa99adaf5a4ea6a72cafd1b308b09594d292688283.json","content_hash":"ef55bd42c5e1cf019803679015de0cb66e7ec4d6000fafe2838b466399a1ddeb","excerpt_chars":1200,"truncated":true,"excerpt":"MoonshotAI/FlashKDA Description: FlashKDA: high-performance Kimi Delta Attention kernels Language: Cuda License: MIT Stars: 448 Forks: 38 Open issues: 5 Created: 2026-04-20T12:59:46Z Pushed: 2026-05-26T06:31:25Z Default branch: master Fork: no Archived: no README: FlashKDA FlashKDA: Flash Kimi Delta Attention — high-performance KDA kernels built on CUTLASS News - **2026-04-22** — Deep-Dive Blog: the design decisions behind FlashKDA v1, read it [here](docs/20260420-flashkda-v1-deep-dive.md). Requirements - SM90 and above - CUDA 12.9 and above - PyTorch 2.4 and above Installation ```bash git clone https://github.com/MoonshotAI/FlashKDA.git flash-kda cd flash-kda git submodule update --init --recursive pip install -v --no-build-isolation . ``` By default, the build detects the current CUDA device and compiles for that architecture. For wheel or CI builds, compile all supported architectures explicitly: ```bash FLASH_KDA_CUDA_ARCHS=all pip install -v --no-build-isolation . ``` Supported values are `auto` (default), `all`, or a comma-separated arch list such as `90a,100a`. Using FlashKDA as an FLA backend Once installed, FlashKDA is auto-dispatched from `flash-linear-attention`'s..."}],"related_signals":[{"id":"79251662-bd6e-416b-a102-fa2c0094a732","url":"https://onlylabs.fyi/signals/79251662-bd6e-416b-a102-fa2c0094a732","source_url":"https://github.com/MoonshotAI/kimi-code","title":"MoonshotAI/kimi-code","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-05-22T08:02:03+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"56e737b3-83b8-4d8a-896f-764466e39951","url":"https://onlylabs.fyi/signals/56e737b3-83b8-4d8a-896f-764466e39951","source_url":"https://github.com/MoonshotAI/Attention-Residuals","title":"MoonshotAI/Attention-Residuals","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-03-15T13:29:15+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"8b3ade28-e68c-4b70-83b6-c1ed58d1fa27","url":"https://onlylabs.fyi/signals/8b3ade28-e68c-4b70-83b6-c1ed58d1fa27","source_url":"https://github.com/MoonshotAI/kimi-help-center","title":"MoonshotAI/kimi-help-center","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-03-02T10:39:40+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"5d5d3a8a-3d2f-4b99-a4e1-ce195d537ee8","url":"https://onlylabs.fyi/signals/5d5d3a8a-3d2f-4b99-a4e1-ce195d537ee8","source_url":"https://github.com/MoonshotAI/kimi-agent-rs","title":"MoonshotAI/kimi-agent-rs","context":"Rust","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-02-06T13:28:20+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"73929b19-ab5d-453e-88cc-d499bff38a01","url":"https://onlylabs.fyi/signals/73929b19-ab5d-453e-88cc-d499bff38a01","source_url":"https://github.com/MoonshotAI/Kimi-K2.5","title":"MoonshotAI/Kimi-K2.5","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-01-30T14:29:16+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"},{"id":"7509aa2f-f1f9-4e75-935c-923f935a5c79","url":"https://onlylabs.fyi/signals/7509aa2f-f1f9-4e75-935c-923f935a5c79","source_url":"https://github.com/MoonshotAI/WorldVQA","title":"MoonshotAI/WorldVQA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"moonshot","name":"Moonshot AI (Kimi)","category":"frontier-lab"},"occurred_at":"2026-01-26T07:26:43+00:00","first_seen_at":"2026-06-05T20:58:48.769801+00:00","date_source":"source"}]}