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[50 MRG] CLI: nokaman score --sample path with rich table output
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountyreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#67 In mergeos-bounties/NokaMan;[50 MRG] Rubric: writing cohesion/coherence offline dimensions
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountyreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#66 In mergeos-bounties/NokaMan;[50 MRG] CLI: nokaman samples list --language --skill table
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountyreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#59 In mergeos-bounties/NokaMan;[50 MRG] Feature: batch evaluate --format csv
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountyreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#32 In mergeos-bounties/NokaMan;[50 MRG] Vietnamese + Spanish language packs with rubrics and samples
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountydataDataDatalanguageLanguage pack / localizationLanguage pack / localizationreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#22 In mergeos-bounties/NokaMan;[50 MRG] Metrics: band accuracy, adjacent-band accuracy, MAE on score
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountymlModels / scoring / calibrationModels / scoring / calibrationreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#21 In mergeos-bounties/NokaMan;[50 MRG] Dataset index: public learner corpora with licenses
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountydataDataDatareward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#20 In mergeos-bounties/NokaMan;[200 MRG] End-to-end product path: multi-lang placement test pack for apps
apiHTTP / SDK for appsHTTP / SDK for appsbountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountylanguageLanguage pack / localizationLanguage pack / localizationmlModels / scoring / calibrationModels / scoring / calibrationreward:200-mrgTarget 200 MRGTarget 200 MRGStatus: Open.#17 In mergeos-bounties/NokaMan;[50 MRG] Optional LLM rubric grader (httpx extra)
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountymlModels / scoring / calibrationModels / scoring / calibrationnlpNLP / ASR / LLM gradingNLP / ASR / LLM gradingreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#9 In mergeos-bounties/NokaMan;[50 MRG] JLPT band adapter for Japanese assessments
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountylanguageLanguage pack / localizationLanguage pack / localizationmlModels / scoring / calibrationModels / scoring / calibrationreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#7 In mergeos-bounties/NokaMan;[50 MRG] Speaking path: score from ASR transcript JSON
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountymlModels / scoring / calibrationModels / scoring / calibrationnlpNLP / ASR / LLM gradingNLP / ASR / LLM gradingreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#6 In mergeos-bounties/NokaMan;[50 MRG] Writing scorer: cohesion, grammar error proxies, length norms
bountyEligible for MergeOS MRG bountyEligible for MergeOS MRG bountybounty: featureFeature bountyFeature bountymlModels / scoring / calibrationModels / scoring / calibrationnlpNLP / ASR / LLM gradingNLP / ASR / LLM gradingreward:50-mrgTarget 50 MRGTarget 50 MRGStatus: Open.#5 In mergeos-bounties/NokaMan;