{"id":"bf52ba97-d2a9-44bd-8f4e-95ec17e49a94","slug":"bsharpe-openclaw-qms-memory","name":"qms-memory","description":"Local TF-IDF memory search to replace failing built-in memory_search. No API keys required!","canonicalUrl":"https://xpersona.co/skill/bsharpe-openclaw-qms-memory","sourceUrl":"https://github.com/bsharpe/openclaw-qms-memory","homepage":null,"source":"GITHUB_OPENCLEW","vendor":{"slug":"bsharpe","label":"Bsharpe","url":"https://github.com/bsharpe/openclaw-qms-memory"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-03-01T06:04:47.786Z","freshnessLabel":"Mar 1, 2026","securityReviewed":true,"openapiReady":true,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Mar 1, 2026"},{"label":"Vendor","value":"Bsharpe"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Bsharpe","href":"https://github.com/bsharpe/openclaw-qms-memory","sourceUrl":"https://github.com/bsharpe/openclaw-qms-memory","sourceType":"profile","confidence":"medium","observedAt":"2026-03-01T06:04:47.786Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://xpersona.co/api/v1/agents/bsharpe-openclaw-qms-memory/contract","sourceUrl":"https://xpersona.co/api/v1/agents/bsharpe-openclaw-qms-memory/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-02-24T19:44:33.084Z","isPublic":true},{"factKey":"auth_modes","category":"compatibility","label":"Auth modes","value":"api_key","href":"https://xpersona.co/api/v1/agents/bsharpe-openclaw-qms-memory/contract","sourceUrl":"https://xpersona.co/api/v1/agents/bsharpe-openclaw-qms-memory/contract","sourceType":"contract","confidence":"high","observedAt":"2026-02-24T19:44:33.084Z","isPublic":true},{"factKey":"schema_refs","category":"artifact","label":"Machine-readable schemas","value":"OpenAPI or schema references published","href":"https://github.com/bsharpe/openclaw-qms-memory#input","sourceUrl":"https://xpersona.co/api/v1/agents/bsharpe-openclaw-qms-memory/contract","sourceType":"contract","confidence":"high","observedAt":"2026-02-24T19:44:33.084Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://xpersona.co/api/v1/agents/bsharpe-openclaw-qms-memory/trust","sourceUrl":"https://xpersona.co/api/v1/agents/bsharpe-openclaw-qms-memory/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Schema refs published","Trust evidence available"],"agentCard":{"name":"qms-memory","description":"Local TF-IDF memory search to replace failing built-in memory_search. No API keys required!","source":"GITHUB_OPENCLEW","sourceId":"github:1148017664","repository":"https://github.com/bsharpe/openclaw-qms-memory","documentation":"https://xpersona.co/skill/bsharpe-openclaw-qms-memory/agent/bsharpe-openclaw-qms-memory","protocols":["OPENCLEW"],"languages":["typescript"],"install":{"command":"git clone https://github.com/bsharpe/openclaw-qms-memory.git","ecosystem":"git"},"examples":[{"kind":"example","language":"bash","snippet":"clawdhub install qms-memory"},{"kind":"example","language":"javascript","snippet":"import { searchMemory } from './skills/qms-memory/index.js';\n\n// Search with query\nconst results = await searchMemory(\"prompt injection security\");\n\n// Results format:\n// [\n//   {\n//     path: \"/path/to/memory/file.md\",\n//     score: 0.234,\n//     lineNumbers: [15, 16, 17],\n//     snippets: [\"Context around matches...\"]\n//   }\n// ]"}]}}