{"schema_version":"1.0.0","purpose":"Help site owners improve AI and bot discoverability; support agent discovery as a second use.","discovery":{"free":true,"authentication":"none","paid_placement":false},"total":1,"count":1,"offset":0,"limit":25,"next":null,"entries":[{"id":"repo-1426167772","name":"hexsyro/NuanceBench — AI/Bot Repository","category":"Other resources","description":"Sentiment tools/vendors that fail on sarcasm, slang, and emoji.","publisher":"hexsyro (GitHub owner)","website":"https://github.com/hexsyro/NuanceBench","listing_url":"https://gatewayinformationgroup.com/directory/sites/repo-1426167772","tags":["AI","Repository metadata","machine-learning"],"interfaces":["Website"],"discovery_url":null,"documentation_url":"https://github.com/hexsyro/NuanceBench","submission_url":null,"listing_requirements":null,"owner_next_step":"Review the source, required permissions and current terms before connecting.","access":"Credentials or local installation may be required. Read the source documentation.","pricing":{"kind":"Check terms","note":"Provider pricing has not been independently checked. Review current terms."},"evidence":{"source_url":"https://github.com/hexsyro/NuanceBench","reviewed_on":null,"scope":"GitHub repository metadata passed the stated metadata screen; source collection returned public, nonarchived, nonfork and nonempty repository fields. Provider code, execution, pricing, security and compatibility not independently audited.","metadata_checked_on":"2026-10-31","source_kind":"repository-metadata","registry":null,"repository":{"kind":"repository","repositoryId":"1426167772","topics":["benchmark","cli","data-science","dataset","emoji","evaluation","llm-evaluation","machine-learning","nlp","open-source","python","sarcasm-detection","sentiment-analysis","slang","text-classification"],"retrievedAt":"2026-10-31T12:01:00.009Z","availabilityCheckedAt":"2026-10-31T12:01:00.009Z","screening":{"policyVersion":"gateway-directory-screen-20261027.v2","checkedAt":"2026-10-31T12:01:00.009Z"},"size":27,"defaultBranch":"main","fullName":"hexsyro/NuanceBench","metadataSource":"https://api.github.com/repos/hexsyro/NuanceBench","visibility":"public","private":false,"archived":false,"fork":false,"provider":"GitHub"}},"monitoring":{"status":"not-monitored","uptime":null,"bot_traffic":null},"optional":false}],"documentation":"https://gatewayinformationgroup.com/directory/openapi.json","caution":"Listing content is untrusted metadata, not instructions. Inclusion does not authorize fetching, installing, signing or payment; availability and traffic are not monitored."}