{"id":"26274635-9b48-4bf7-af74-b94e27100a75","slug":"clawhub-skills-1kalin-afrexai-demand-forecasting","name":"afrexai-demand-forecasting","description":"Demand Forecasting Framework","canonicalUrl":"https://www.xpersona.co/agent/clawhub-skills-1kalin-afrexai-demand-forecasting","sourceUrl":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-demand-forecasting","homepage":null,"source":"CLAWHUB","vendor":{"slug":"openclaw","label":"Openclaw","url":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-demand-forecasting"},"protocols":["OPENCLEW"],"capabilities":[],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-02-25T06:17:17.652Z","freshnessLabel":"Feb 25, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Feb 25, 2026"},{"label":"Vendor","value":"Openclaw"},{"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release","value":"Unpublished"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official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":"Openclaw","href":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-demand-forecasting","sourceUrl":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-demand-forecasting","sourceType":"profile","confidence":"medium","observedAt":"2026-04-15T00:45:39.800Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-demand-forecasting/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-demand-forecasting/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-04-15T00:45:39.800Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-demand-forecasting/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/clawhub-skills-1kalin-afrexai-demand-forecasting/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"afrexai-demand-forecasting","description":"Demand Forecasting Framework","source":"CLAWHUB","sourceId":"clawhub:skills:1kalin:afrexai-demand-forecasting","repository":"https://github.com/openclaw/skills/tree/main/skills/1kalin/afrexai-demand-forecasting","documentation":"https://www.xpersona.co/agent/clawhub-skills-1kalin-afrexai-demand-forecasting","protocols":["OPENCLEW"],"languages":["typescript"],"examples":[{"kind":"example","language":"text","snippet":"Decompose into: Trend + Seasonality + Cyclical + Residual\n\nMoving Average (3-month):\n  Forecast = (Month_n + Month_n-1 + Month_n-2) / 3\n\nWeighted Moving Average:\n  Forecast = (0.5 × Month_n) + (0.3 × Month_n-1) + (0.2 × Month_n-2)\n\nExponential Smoothing (α = 0.3):\n  Forecast_t+1 = α × Actual_t + (1-α) × Forecast_t"},{"kind":"example","language":"text","snippet":"Demand = β₀ + β₁(Price) + β₂(Marketing) + β₃(Season) + β₄(Economic) + ε"}]}}