{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Repo: sarvamai/skills","description":"Sarvam AI repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd","json_url":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd/signal.json","generated_at":"2026-06-11T02:53:07.923631+00:00","org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/sarvam","dossier_json_url":"https://onlylabs.fyi/labs/sarvam/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd","signal_json":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd/signal.json","source":"https://github.com/sarvamai/skills","lab_dossier":"https://onlylabs.fyi/labs/sarvam","lab_dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis":"https://onlylabs.fyi/analysis/sarvam","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/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":"Sarvam AI published sarvamai/skills. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo sarvamai/skills · New repo with low stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/sarvamai/skills","source_host":"github.com","occurred_at":"2026-02-04T12:49:56+00:00","first_seen_at":"2026-06-05T20:58:50.739664+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Sarvam AI","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"sarvamai/skills","source":"source"},{"label":"Stars","value":"63","source":"traction"},{"label":"Notability","value":"New repo with low stars","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/sarvamai/skills"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:53:07.923631+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd/signal.json","dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, interpret the repository as source-grounded category strategy evidence.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd/signal.json","required":true},{"label":"source","url":"https://github.com/sarvamai/skills","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/sarvam/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/sarvam/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 Sarvam AI's repo signal \"sarvamai/skills\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"published repo","object":"sarvamai/skills","text":"Sarvam AI published repo sarvamai/skills."},{"subject":"sarvamai/skills","predicate":"is classified as","object":"repo signal","text":"sarvamai/skills is classified as repo signal."},{"subject":"sarvamai/skills","predicate":"belongs to","object":"repos desk","text":"sarvamai/skills belongs to repos desk."},{"subject":"sarvamai/skills","predicate":"has evidence coverage","object":"1 captured evidence page","text":"sarvamai/skills has evidence coverage 1 captured evidence page."},{"subject":"sarvamai/skills","predicate":"has captured page count","object":"1","text":"sarvamai/skills has captured page count 1."},{"subject":"sarvamai/skills","predicate":"has readable page count","object":"1","text":"sarvamai/skills has readable page count 1."},{"subject":"sarvamai/skills","predicate":"has related signal count","object":"6","text":"sarvamai/skills has related signal count 6."},{"subject":"sarvamai/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":"sarvamai/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":"sarvamai/skills","predicate":"has source host","object":"github.com","text":"sarvamai/skills has source host github.com."},{"subject":"sarvamai/skills","predicate":"has lab","object":"Sarvam AI","text":"sarvamai/skills has lab Sarvam AI."},{"subject":"sarvamai/skills","predicate":"has signal desk","object":"repos","text":"sarvamai/skills has signal desk repos."},{"subject":"sarvamai/skills","predicate":"has source host","object":"github.com","text":"sarvamai/skills has source host github.com."},{"subject":"sarvamai/skills","predicate":"has repository","object":"sarvamai/skills","text":"sarvamai/skills has repository sarvamai/skills."},{"subject":"sarvamai/skills","predicate":"has stars","object":"63","text":"sarvamai/skills has stars 63."},{"subject":"sarvamai/skills","predicate":"has notability","object":"New repo with low stars","text":"sarvamai/skills has notability New repo with low stars."},{"subject":"sarvamai/skills","predicate":"has watch term","object":"Infrastructure","text":"sarvamai/skills has watch term Infrastructure."},{"subject":"sarvamai/skills","predicate":"has watch term","object":"Agents and tool use","text":"sarvamai/skills has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"repos","answer":"Sarvam AI published sarvamai/skills. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo sarvamai/skills · New repo with low stars. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"published repo","object":"sarvamai/skills","text":"Sarvam AI published repo sarvamai/skills."},{"subject":"sarvamai/skills","predicate":"is classified as","object":"repo signal","text":"sarvamai/skills is classified as repo signal."},{"subject":"sarvamai/skills","predicate":"belongs to","object":"repos desk","text":"sarvamai/skills belongs to repos desk."},{"subject":"sarvamai/skills","predicate":"has evidence coverage","object":"1 captured evidence page","text":"sarvamai/skills has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ca47d671-60e7-422d-ab0d-225ea71d05bd","url":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd","json_url":"https://onlylabs.fyi/signals/ca47d671-60e7-422d-ab0d-225ea71d05bd/signal.json","source_url":"https://github.com/sarvamai/skills","title":"sarvamai/skills","summary":"Sarvam AI 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":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-02-04T12:49:56+00:00","first_seen_at":"2026-06-05T20:58:50.739664+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/sarvamai/skills"]},"facets":{"repo":"sarvamai/skills"},"traction":{"github_stars":63,"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/sarvamai/skills","final_url":"https://github.com/sarvamai/skills","title":"sarvamai/skills repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:07.923631+00:00","bytes":11205,"raw_path":"25cce0325266bbedbcdcb828fe779308f35ad6fc92416df9e5b434ad1072e6b8.json","content_hash":"9c2578510c78cbbadce871ad7abeea0af362945f5b8ce770e539e0b6374a367f","excerpt_chars":1200,"truncated":true,"excerpt":"sarvamai/skills Description: A curated set of practical skills and examples for building AI applications using Sarvam APIs. License: Apache-2.0 Stars: 63 Forks: 9 Open issues: 0 Created: 2026-02-04T12:49:56Z Pushed: 2026-03-13T14:07:07Z Default branch: main Fork: no Archived: no README: <h1 align=\"center\">Sarvam AI Skills</h1> <p align=\"center\"> <strong>Full-stack AI for Bharat</strong> </p> <p align=\"center\"> <a href=\"https://docs.sarvam.ai\">Documentation</a> • <a href=\"https://dashboard.sarvam.ai\">Get API Key</a> • <a href=\"https://agentskills.io/specification\">Agent Skills Spec</a> </p> --- About LLMs have fixed knowledge from their training cutoff. Sarvam AI's SDK has unique patterns that differ from standard conventions — method names that break expectations (`client.text.translate()` not `client.translate.translate()`), parameters that silently fail (`output_script` on sarvam-translate), and response quirks (`content` being `None` when reasoning consumes the token budget). These skills bridge that gap. Each one gives AI coding assistants the exact SDK signatures and gotchas they need to generate correct Sarvam AI code, then routes to..."},"evidence_pages":[{"url":"https://github.com/sarvamai/skills","final_url":"https://github.com/sarvamai/skills","title":"sarvamai/skills repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:53:07.923631+00:00","bytes":11205,"raw_path":"25cce0325266bbedbcdcb828fe779308f35ad6fc92416df9e5b434ad1072e6b8.json","content_hash":"9c2578510c78cbbadce871ad7abeea0af362945f5b8ce770e539e0b6374a367f","excerpt_chars":1200,"truncated":true,"excerpt":"sarvamai/skills Description: A curated set of practical skills and examples for building AI applications using Sarvam APIs. License: Apache-2.0 Stars: 63 Forks: 9 Open issues: 0 Created: 2026-02-04T12:49:56Z Pushed: 2026-03-13T14:07:07Z Default branch: main Fork: no Archived: no README: <h1 align=\"center\">Sarvam AI Skills</h1> <p align=\"center\"> <strong>Full-stack AI for Bharat</strong> </p> <p align=\"center\"> <a href=\"https://docs.sarvam.ai\">Documentation</a> • <a href=\"https://dashboard.sarvam.ai\">Get API Key</a> • <a href=\"https://agentskills.io/specification\">Agent Skills Spec</a> </p> --- About LLMs have fixed knowledge from their training cutoff. Sarvam AI's SDK has unique patterns that differ from standard conventions — method names that break expectations (`client.text.translate()` not `client.translate.translate()`), parameters that silently fail (`output_script` on sarvam-translate), and response quirks (`content` being `None` when reasoning consumes the token budget). These skills bridge that gap. Each one gives AI coding assistants the exact SDK signatures and gotchas they need to generate correct Sarvam AI code, then routes to..."}],"related_signals":[{"id":"3fe36150-c035-4288-8712-0eb98e7b97c7","url":"https://onlylabs.fyi/signals/3fe36150-c035-4288-8712-0eb98e7b97c7","source_url":"https://github.com/sarvamai/sarvam-pulse","title":"sarvamai/sarvam-pulse","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-04-28T17:07:47+00:00","first_seen_at":"2026-06-05T20:58:50.739664+00:00","date_source":"source"},{"id":"91a9d011-aa48-4da6-a34e-8335ad697261","url":"https://onlylabs.fyi/signals/91a9d011-aa48-4da6-a34e-8335ad697261","source_url":"https://github.com/sarvamai/sarvam-mcp","title":"sarvamai/sarvam-mcp","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-04-27T13:44:58+00:00","first_seen_at":"2026-06-05T20:58:50.739664+00:00","date_source":"source"},{"id":"aea1f29c-7523-4e59-b0c8-62dae7f538f5","url":"https://onlylabs.fyi/signals/aea1f29c-7523-4e59-b0c8-62dae7f538f5","source_url":"https://github.com/sarvamai/n8n-sarvam-node","title":"sarvamai/n8n-sarvam-node","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-02-27T12:52:34+00:00","first_seen_at":"2026-06-05T20:58:50.739664+00:00","date_source":"source"},{"id":"a1bedd4f-c7ee-4e77-9fc6-d60750cb4c34","url":"https://onlylabs.fyi/signals/a1bedd4f-c7ee-4e77-9fc6-d60750cb4c34","source_url":"https://github.com/sarvamai/olmOCR-bench-sarvam-api","title":"sarvamai/olmOCR-bench-sarvam-api","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-02-08T13:08:27+00:00","first_seen_at":"2026-06-05T20:58:50.739664+00:00","date_source":"source"},{"id":"e5bb1a7a-78f1-4af9-9074-3c3e7a55caf2","url":"https://onlylabs.fyi/signals/e5bb1a7a-78f1-4af9-9074-3c3e7a55caf2","source_url":"https://github.com/sarvamai/llm_intent_entity","title":"sarvamai/llm_intent_entity","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2025-11-20T13:20:42+00:00","first_seen_at":"2026-06-05T20:58:50.739664+00:00","date_source":"source"},{"id":"495f5bb8-10b1-41c4-8486-4047477767b0","url":"https://onlylabs.fyi/signals/495f5bb8-10b1-41c4-8486-4047477767b0","source_url":"https://github.com/sarvamai/llm_wer","title":"sarvamai/llm_wer","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2025-07-08T06:39:43+00:00","first_seen_at":"2026-06-05T20:58:50.739664+00:00","date_source":"source"}]}