{"schema_version":"onlylabs.public_signal.v1","title":"StepFun Repo: stepfun-ai/Step-Realtime-CLI","description":"StepFun repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/90ab2903-1de5-475c-a9f0-3fc16ca5bbf4","json_url":"https://onlylabs.fyi/signals/90ab2903-1de5-475c-a9f0-3fc16ca5bbf4/signal.json","generated_at":"2026-06-11T07:04:05.065184+00:00","org":{"slug":"stepfun","name":"StepFun","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/stepfun","dossier_json_url":"https://onlylabs.fyi/labs/stepfun/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/90ab2903-1de5-475c-a9f0-3fc16ca5bbf4","signal_json":"https://onlylabs.fyi/signals/90ab2903-1de5-475c-a9f0-3fc16ca5bbf4/signal.json","source":"https://github.com/stepfun-ai/Step-Realtime-CLI","lab_dossier":"https://onlylabs.fyi/labs/stepfun","lab_dossier_json":"https://onlylabs.fyi/labs/stepfun/dossier.json","analysis":"https://onlylabs.fyi/analysis/stepfun","analysis_json":"https://onlylabs.fyi/analysis/stepfun/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/stepfun/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":"StepFun published stepfun-ai/Step-Realtime-CLI (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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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/90ab2903-1de5-475c-a9f0-3fc16ca5bbf4/signal.json","required":true},{"label":"source","url":"https://github.com/stepfun-ai/Step-Realtime-CLI","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/stepfun/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/stepfun/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 StepFun's repo signal \"stepfun-ai/Step-Realtime-CLI\" for neolab strategy."},"semantic_triples":[{"subject":"StepFun","predicate":"published repo","object":"stepfun-ai/Step-Realtime-CLI","text":"StepFun published repo stepfun-ai/Step-Realtime-CLI."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"is classified as","object":"repo signal","text":"stepfun-ai/Step-Realtime-CLI is classified as repo signal."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"belongs to","object":"repos desk","text":"stepfun-ai/Step-Realtime-CLI belongs to repos desk."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has context","object":"TypeScript","text":"stepfun-ai/Step-Realtime-CLI has context TypeScript."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"stepfun-ai/Step-Realtime-CLI has evidence coverage 1 captured evidence page."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has captured page count","object":"1","text":"stepfun-ai/Step-Realtime-CLI has captured page count 1."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has readable page count","object":"1","text":"stepfun-ai/Step-Realtime-CLI has readable page count 1."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has related signal count","object":"6","text":"stepfun-ai/Step-Realtime-CLI has related signal count 6."},{"subject":"stepfun-ai/Step-Realtime-CLI","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":"stepfun-ai/Step-Realtime-CLI 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":"stepfun-ai/Step-Realtime-CLI","predicate":"has source host","object":"github.com","text":"stepfun-ai/Step-Realtime-CLI has source host github.com."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has lab","object":"StepFun","text":"stepfun-ai/Step-Realtime-CLI has lab StepFun."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has signal desk","object":"repos","text":"stepfun-ai/Step-Realtime-CLI has signal desk repos."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has source host","object":"github.com","text":"stepfun-ai/Step-Realtime-CLI has source host github.com."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has repository","object":"stepfun-ai/Step-Realtime-CLI","text":"stepfun-ai/Step-Realtime-CLI has repository stepfun-ai/Step-Realtime-CLI."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has language","object":"TypeScript","text":"stepfun-ai/Step-Realtime-CLI has language TypeScript."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has stars","object":"18","text":"stepfun-ai/Step-Realtime-CLI has stars 18."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has watch term","object":"Infrastructure","text":"stepfun-ai/Step-Realtime-CLI has watch term Infrastructure."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has watch term","object":"Agents and tool use","text":"stepfun-ai/Step-Realtime-CLI has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"StepFun published stepfun-ai/Step-Realtime-CLI (TypeScript). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo stepfun-ai/Step-Realtime-CLI · language TypeScript. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"StepFun","predicate":"published repo","object":"stepfun-ai/Step-Realtime-CLI","text":"StepFun published repo stepfun-ai/Step-Realtime-CLI."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"is classified as","object":"repo signal","text":"stepfun-ai/Step-Realtime-CLI is classified as repo signal."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"belongs to","object":"repos desk","text":"stepfun-ai/Step-Realtime-CLI belongs to repos desk."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has context","object":"TypeScript","text":"stepfun-ai/Step-Realtime-CLI has context TypeScript."},{"subject":"stepfun-ai/Step-Realtime-CLI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"stepfun-ai/Step-Realtime-CLI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"90ab2903-1de5-475c-a9f0-3fc16ca5bbf4","url":"https://onlylabs.fyi/signals/90ab2903-1de5-475c-a9f0-3fc16ca5bbf4","json_url":"https://onlylabs.fyi/signals/90ab2903-1de5-475c-a9f0-3fc16ca5bbf4/signal.json","source_url":"https://github.com/stepfun-ai/Step-Realtime-CLI","title":"stepfun-ai/Step-Realtime-CLI","summary":"StepFun published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"stepfun","name":"StepFun","category":"neolab"},"occurred_at":"2026-06-01T06:00:45+00:00","first_seen_at":"2026-06-11T07:01:17.12185+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/stepfun-ai/Step-Realtime-CLI"]},"facets":{"repo":"stepfun-ai/Step-Realtime-CLI","language":"TypeScript"},"traction":{"github_stars":18,"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/stepfun-ai/Step-Realtime-CLI","final_url":"https://github.com/stepfun-ai/Step-Realtime-CLI","title":"stepfun-ai/Step-Realtime-CLI repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T07:04:05.065184+00:00","bytes":15181,"raw_path":"5d451d187d368c4a5f6fbf23f0da4bde6bd30a40ece760211e8542177eec0111.json","content_hash":"bad7440d39f1a7e10ed9f969ac6daf1747b2ed7f8705e51324fa864f517adceb","excerpt_chars":1200,"truncated":true,"excerpt":"stepfun-ai/Step-Realtime-CLI Language: TypeScript License: MIT Stars: 18 Forks: 7 Open issues: 16 Created: 2026-06-01T06:00:45Z Pushed: 2026-06-11T06:34:56Z Default branch: main Fork: no Archived: no README: Step Realtime CLI <p align=\"center\"> <a href=\"./README.md\">English</a> | <a href=\"./README_CN.md\">简体中文</a> </p> `step-realtime-cli` is a terminal-based AI coding assistant. 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Demo ![Step Realtime CLI demo](docs/assets/demo.gif) Key capabilities - **Voice coding**: run `step voice` and, with headphones on, issue spoken instructions; the assistant parses repository context, applies edits, and confirms changes verbally. - **Text chat**: run `step` in any working directory to enter the interactive terminal UI and start a task with natural language. - **One-shot tasks**: submit a single request via `step exec \"...\"` and receive the result when execution completes. - **Session resumption**: session state is persisted automatically and can be resumed at any time via `step resume`. - **Read-only planning mode**: run `step exec --mode plan \"...\"` so the..."}],"related_signals":[{"id":"a6e66305-4aef-4f71-88bb-ae062e216220","url":"https://onlylabs.fyi/signals/a6e66305-4aef-4f71-88bb-ae062e216220","source_url":"https://github.com/stepfun-ai/Step-3.7-Flash","title":"stepfun-ai/Step-3.7-Flash","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"stepfun","name":"StepFun","category":"neolab"},"occurred_at":"2026-05-27T09:06:25+00:00","first_seen_at":"2026-06-05T20:58:53.52612+00:00","date_source":"source"},{"id":"b9789e37-6115-4fc1-aec9-68b73e2d2186","url":"https://onlylabs.fyi/signals/b9789e37-6115-4fc1-aec9-68b73e2d2186","source_url":"https://github.com/stepfun-ai/StepAudio-Skills","title":"stepfun-ai/StepAudio-Skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"stepfun","name":"StepFun","category":"neolab"},"occurred_at":"2026-03-09T12:48:01+00:00","first_seen_at":"2026-06-05T20:58:53.52612+00:00","date_source":"source"},{"id":"34766301-c7b4-4b29-a48f-7449c66ed4f5","url":"https://onlylabs.fyi/signals/34766301-c7b4-4b29-a48f-7449c66ed4f5","source_url":"https://github.com/stepfun-ai/GEBench","title":"stepfun-ai/GEBench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"stepfun","name":"StepFun","category":"neolab"},"occurred_at":"2026-02-09T13:18:49+00:00","first_seen_at":"2026-06-05T20:58:53.52612+00:00","date_source":"source"},{"id":"b9c56539-05ed-4369-80f6-d40034c03d00","url":"https://onlylabs.fyi/signals/b9c56539-05ed-4369-80f6-d40034c03d00","source_url":"https://github.com/stepfun-ai/Step-3.5-Flash","title":"stepfun-ai/Step-3.5-Flash","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"stepfun","name":"StepFun","category":"neolab"},"occurred_at":"2026-01-31T02:57:03+00:00","first_seen_at":"2026-06-05T20:58:53.52612+00:00","date_source":"source"},{"id":"d57b4ea8-177f-4362-b4a3-18a1f1e3f575","url":"https://onlylabs.fyi/signals/d57b4ea8-177f-4362-b4a3-18a1f1e3f575","source_url":"https://github.com/stepfun-ai/Step3-VL-10B","title":"stepfun-ai/Step3-VL-10B","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"stepfun","name":"StepFun","category":"neolab"},"occurred_at":"2026-01-13T09:13:12+00:00","first_seen_at":"2026-06-05T20:58:53.52612+00:00","date_source":"source"},{"id":"5ff5e98d-0c00-4688-a602-e204e6a1c909","url":"https://onlylabs.fyi/signals/5ff5e98d-0c00-4688-a602-e204e6a1c909","source_url":"https://github.com/stepfun-ai/stepfun-ai.github.io","title":"stepfun-ai/stepfun-ai.github.io","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"stepfun","name":"StepFun","category":"neolab"},"occurred_at":"2026-01-13T07:36:16+00:00","first_seen_at":"2026-06-05T20:58:53.52612+00:00","date_source":"source"}]}