{"schema_version":"onlylabs.public_signal.v1","title":"Makora Repo: makora-ai/makora","description":"Makora repo signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/356bb6de-a92a-4eb1-82f4-a84d0ecfee47","json_url":"https://onlylabs.fyi/signals/356bb6de-a92a-4eb1-82f4-a84d0ecfee47/signal.json","generated_at":"2026-06-11T02:52:53.33365+00:00","org":{"slug":"makora","name":"Makora","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/makora","dossier_json_url":"https://onlylabs.fyi/labs/makora/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/356bb6de-a92a-4eb1-82f4-a84d0ecfee47","signal_json":"https://onlylabs.fyi/signals/356bb6de-a92a-4eb1-82f4-a84d0ecfee47/signal.json","source":"https://github.com/makora-ai/makora","lab_dossier":"https://onlylabs.fyi/labs/makora","lab_dossier_json":"https://onlylabs.fyi/labs/makora/dossier.json","analysis":"https://onlylabs.fyi/analysis/makora","analysis_json":"https://onlylabs.fyi/analysis/makora/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/makora/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Makora published makora-ai/makora (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo makora-ai/makora · language Python · Low stars, trivial repo. onlylabs links this event to 1 captured evidence page and 5 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/makora-ai/makora","source_host":"github.com","occurred_at":"2026-02-26T17:36:55+00:00","first_seen_at":"2026-06-05T22:32:19.171838+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Makora","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"makora-ai/makora","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"8","source":"traction"},{"label":"Notability","value":"Low stars, trivial repo","source":"signal"},{"label":"Watch term","value":"Eval methodology","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/makora-ai/makora"],"related_signals":5,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:52:53.33365+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/356bb6de-a92a-4eb1-82f4-a84d0ecfee47/signal.json","dossier_json":"https://onlylabs.fyi/labs/makora/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/makora/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/makora/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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 5 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/356bb6de-a92a-4eb1-82f4-a84d0ecfee47/signal.json","required":true},{"label":"source","url":"https://github.com/makora-ai/makora","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/makora/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/makora/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 Makora's repo signal \"makora-ai/makora\" for neocloud strategy."},"semantic_triples":[{"subject":"Makora","predicate":"published repo","object":"makora-ai/makora","text":"Makora published repo makora-ai/makora."},{"subject":"makora-ai/makora","predicate":"is classified as","object":"repo signal","text":"makora-ai/makora is classified as repo signal."},{"subject":"makora-ai/makora","predicate":"belongs to","object":"repos desk","text":"makora-ai/makora belongs to repos desk."},{"subject":"makora-ai/makora","predicate":"has context","object":"Python","text":"makora-ai/makora has context Python."},{"subject":"makora-ai/makora","predicate":"has evidence coverage","object":"1 captured evidence page","text":"makora-ai/makora has evidence coverage 1 captured evidence page."},{"subject":"makora-ai/makora","predicate":"has captured page count","object":"1","text":"makora-ai/makora has captured page count 1."},{"subject":"makora-ai/makora","predicate":"has readable page count","object":"1","text":"makora-ai/makora has readable page count 1."},{"subject":"makora-ai/makora","predicate":"has related signal count","object":"5","text":"makora-ai/makora has related signal count 5."},{"subject":"makora-ai/makora","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":"makora-ai/makora 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":"makora-ai/makora","predicate":"has source host","object":"github.com","text":"makora-ai/makora has source host github.com."},{"subject":"makora-ai/makora","predicate":"has lab","object":"Makora","text":"makora-ai/makora has lab Makora."},{"subject":"makora-ai/makora","predicate":"has signal desk","object":"repos","text":"makora-ai/makora has signal desk repos."},{"subject":"makora-ai/makora","predicate":"has source host","object":"github.com","text":"makora-ai/makora has source host github.com."},{"subject":"makora-ai/makora","predicate":"has repository","object":"makora-ai/makora","text":"makora-ai/makora has repository makora-ai/makora."},{"subject":"makora-ai/makora","predicate":"has language","object":"Python","text":"makora-ai/makora has language Python."},{"subject":"makora-ai/makora","predicate":"has stars","object":"8","text":"makora-ai/makora has stars 8."},{"subject":"makora-ai/makora","predicate":"has notability","object":"Low stars, trivial repo","text":"makora-ai/makora has notability Low stars, trivial repo."},{"subject":"makora-ai/makora","predicate":"has watch term","object":"Eval methodology","text":"makora-ai/makora has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Makora published makora-ai/makora (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo makora-ai/makora · language Python · Low stars, trivial repo. onlylabs links this event to 1 captured evidence page and 5 related repo signals.","semantic_triples":[{"subject":"Makora","predicate":"published repo","object":"makora-ai/makora","text":"Makora published repo makora-ai/makora."},{"subject":"makora-ai/makora","predicate":"is classified as","object":"repo signal","text":"makora-ai/makora is classified as repo signal."},{"subject":"makora-ai/makora","predicate":"belongs to","object":"repos desk","text":"makora-ai/makora belongs to repos desk."},{"subject":"makora-ai/makora","predicate":"has context","object":"Python","text":"makora-ai/makora has context Python."},{"subject":"makora-ai/makora","predicate":"has evidence coverage","object":"1 captured evidence page","text":"makora-ai/makora has evidence coverage 1 captured evidence page."}]},"signal":{"id":"356bb6de-a92a-4eb1-82f4-a84d0ecfee47","url":"https://onlylabs.fyi/signals/356bb6de-a92a-4eb1-82f4-a84d0ecfee47","json_url":"https://onlylabs.fyi/signals/356bb6de-a92a-4eb1-82f4-a84d0ecfee47/signal.json","source_url":"https://github.com/makora-ai/makora","title":"makora-ai/makora","summary":"Makora published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"makora","name":"Makora","category":"neocloud"},"occurred_at":"2026-02-26T17:36:55+00:00","first_seen_at":"2026-06-05T22:32:19.171838+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/makora-ai/makora"]},"facets":{"repo":"makora-ai/makora","language":"Python"},"traction":{"github_stars":8,"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/makora-ai/makora","final_url":"https://github.com/makora-ai/makora","title":"makora-ai/makora repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:53.33365+00:00","bytes":9544,"raw_path":"7c5379fbc87cd1062cb213a472b69d0a66a94952220f7fa1f73a603e38e2dfc6.json","content_hash":"3158ab219377dd90700173afd2c0c5b9b8b610057afc03d5982b8224b121176c","excerpt_chars":1200,"truncated":true,"excerpt":"makora-ai/makora Description: Everyone's favourite kernel generation agent, now in your CLI! Language: Python License: Apache-2.0 Stars: 8 Forks: 0 Open issues: 0 Created: 2026-02-26T17:36:55Z Pushed: 2026-03-30T20:54:39Z Default branch: main Fork: no Archived: no README: Makora CLI The Makora CLI is a command-line interface (CLI) for interacting with Makora Generate. Use it as a standalone tool or with your favourite coding agent! Installation and Setup Prerequisites - Python 3.10+ - `pip` Install ```bash pip install makora ``` or for editable mode (development), after cloning this repo: ```bash pip install -e . ``` Verify install ```bash makora --help ``` Login Before Using Protected Commands Most commands require authentication first. 1. Create/copy an API token from: `https://generate.makora.com/tokens` 2. Login interactively: ```bash makora login ``` or non-interactively: ```bash makora login --token <token_value_or_file_containing_it> ``` 3. Confirm login state: ```bash makora info ``` To clear credentials: ```bash makora logout ``` Subcommands Below is the summary of available subcommands provided by the package. For a more comprehensive introduction and overview, please..."},"evidence_pages":[{"url":"https://github.com/makora-ai/makora","final_url":"https://github.com/makora-ai/makora","title":"makora-ai/makora repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:52:53.33365+00:00","bytes":9544,"raw_path":"7c5379fbc87cd1062cb213a472b69d0a66a94952220f7fa1f73a603e38e2dfc6.json","content_hash":"3158ab219377dd90700173afd2c0c5b9b8b610057afc03d5982b8224b121176c","excerpt_chars":1200,"truncated":true,"excerpt":"makora-ai/makora Description: Everyone's favourite kernel generation agent, now in your CLI! Language: Python License: Apache-2.0 Stars: 8 Forks: 0 Open issues: 0 Created: 2026-02-26T17:36:55Z Pushed: 2026-03-30T20:54:39Z Default branch: main Fork: no Archived: no README: Makora CLI The Makora CLI is a command-line interface (CLI) for interacting with Makora Generate. Use it as a standalone tool or with your favourite coding agent! Installation and Setup Prerequisites - Python 3.10+ - `pip` Install ```bash pip install makora ``` or for editable mode (development), after cloning this repo: ```bash pip install -e . ``` Verify install ```bash makora --help ``` Login Before Using Protected Commands Most commands require authentication first. 1. Create/copy an API token from: `https://generate.makora.com/tokens` 2. Login interactively: ```bash makora login ``` or non-interactively: ```bash makora login --token <token_value_or_file_containing_it> ``` 3. Confirm login state: ```bash makora info ``` To clear credentials: ```bash makora logout ``` Subcommands Below is the summary of available subcommands provided by the package. For a more comprehensive introduction and overview, please..."}],"related_signals":[{"id":"995695a2-b823-42d4-abce-17df1edd1f3b","url":"https://onlylabs.fyi/signals/995695a2-b823-42d4-abce-17df1edd1f3b","source_url":"https://github.com/makora-ai/kernels","title":"makora-ai/kernels","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"makora","name":"Makora","category":"neocloud"},"occurred_at":"2025-12-10T19:00:32+00:00","first_seen_at":"2026-06-05T22:32:19.171838+00:00","date_source":"source"},{"id":"373a0500-eaea-4c6b-ac9f-ed1ebfa9355e","url":"https://onlylabs.fyi/signals/373a0500-eaea-4c6b-ac9f-ed1ebfa9355e","source_url":"https://github.com/makora-ai/flash-moe","title":"makora-ai/flash-moe","context":"C++","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"makora","name":"Makora","category":"neocloud"},"occurred_at":"2025-09-18T16:37:05+00:00","first_seen_at":"2026-06-05T22:32:19.171838+00:00","date_source":"source"},{"id":"8f136de4-95f9-4a8a-ae3a-0cc6b3e6051a","url":"https://onlylabs.fyi/signals/8f136de4-95f9-4a8a-ae3a-0cc6b3e6051a","source_url":"https://github.com/makora-ai/mako-generate-agent-playground","title":"makora-ai/mako-generate-agent-playground","context":"Shell","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"makora","name":"Makora","category":"neocloud"},"occurred_at":"2025-09-17T11:45:58+00:00","first_seen_at":"2026-06-05T22:32:19.171838+00:00","date_source":"source"},{"id":"515efaa5-8c60-41c3-9e1e-33a19cb03c14","url":"https://onlylabs.fyi/signals/515efaa5-8c60-41c3-9e1e-33a19cb03c14","source_url":"https://github.com/makora-ai/aiagent_playground","title":"makora-ai/aiagent_playground","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"makora","name":"Makora","category":"neocloud"},"occurred_at":"2025-02-10T19:36:39+00:00","first_seen_at":"2026-06-05T22:32:19.171838+00:00","date_source":"source"},{"id":"0a85d69b-a06d-441d-87f6-53cfca444e16","url":"https://onlylabs.fyi/signals/0a85d69b-a06d-441d-87f6-53cfca444e16","source_url":"https://github.com/makora-ai/gpuq","title":"makora-ai/gpuq","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"makora","name":"Makora","category":"neocloud"},"occurred_at":"2024-11-15T13:56:54+00:00","first_seen_at":"2026-06-05T22:32:19.171838+00:00","date_source":"source"}]}