{"domain":"agentopt.app","count":7,"changes":[{"captured_at":"2026-08-18T05:29:12","card_hash":"6a376f61701ea041e799488c4fb9b64a17782600de1ebc6e800d79741d6be26f","previous_card_hash":"af289fa5966b9f920c1d833943305702c1e14a114709a965143b977b1767d48c","diff":{"skills_added":[],"skills_removed":[],"skills_changed":[],"fields_changed":[{"field":"documentationUrl","before":"https://agentopt.app/docs","after":null}],"other_changed":false,"is_empty":false,"human_summary":"documentationUrl https://agentopt.app/docs → ∅"}},{"captured_at":"2026-08-15T05:22:32","card_hash":"af289fa5966b9f920c1d833943305702c1e14a114709a965143b977b1767d48c","previous_card_hash":"6a376f61701ea041e799488c4fb9b64a17782600de1ebc6e800d79741d6be26f","diff":{"skills_added":[],"skills_removed":[],"skills_changed":[],"fields_changed":[{"field":"documentationUrl","before":null,"after":"https://agentopt.app/docs"}],"other_changed":false,"is_empty":false,"human_summary":"documentationUrl ∅ → https://agentopt.app/docs"}},{"captured_at":"2026-08-02T02:11:39","card_hash":"6a376f61701ea041e799488c4fb9b64a17782600de1ebc6e800d79741d6be26f","previous_card_hash":"a98315a4422b1c717e1f20c6ce1cedb40a377a6ec0d838ccf84790ed4fd15029","diff":{"skills_added":[],"skills_removed":[],"skills_changed":[],"fields_changed":[{"field":"version","before":"0.1.0","after":"0.2.0"}],"other_changed":false,"is_empty":false,"human_summary":"version 0.1.0 → 0.2.0"}},{"captured_at":"2026-08-01T13:24:55","card_hash":"a98315a4422b1c717e1f20c6ce1cedb40a377a6ec0d838ccf84790ed4fd15029","previous_card_hash":"f3cd15ffe1145bc188300966ccb3eb343d343cf03378d71eef6107c91f490890","diff":{"skills_added":[],"skills_removed":[],"skills_changed":[{"id":"describe-catalog","fields":["description","tags"]},{"id":"select-agents","fields":["description","tags"]}],"fields_changed":[{"field":"description","before":"Priorflow Intelligent Agent/Service Selector & Router. Registries help agents find candidates; Priorflow helps agents choose the best ones under real constraints (cost, latency, reliability, specialization). Ranks curated MCP and A2A candidates via hybrid structured+semantic matching. Primary skill: custom JSON `select-agents` → POST /v1/select. Does not invoke selected remote MCP/A2A tools for you. This host is NOT an MCP server (MCP adapter off). Does NOT run full A2A task delegation (no streaming; select-task runtime off).","after":"Priorflow Intelligent Agent/Service Selector & Router — an agent-native service that discovers, ranks, and recommends the best MCP servers and A2A agents for a task under real constraints (cost, latency, reliability, specialization, autonomy, maturity). Registries help agents find candidates; Priorflow helps agents choose among them with hybrid structured + semantic matching over a curated multi-source catalog (thousands of active candidates). Use when an orchestrator needs agent discovery, service selection, tool ranking, multi-agent routing, or constraint-aware recruitment of MCP/A2A capabilities (web scraping, code review, SQL analytics, browser automation, search, messaging, memory/RAG, and more). Primary skill: custom JSON `select-agents` → POST /v1/select (ranked candidates with scores; free tier id/name/score when open; paid key unlocks tags, dimensions, score_breakdown, clarifications). Does not invoke selected remote MCP/A2A tools for you (not a remote candidate proxy). This host is NOT an MCP server (MCP adapter off). Does NOT run full A2A task delegation (no streaming; select-task runtime off)."}],"other_changed":false,"is_empty":false,"human_summary":"updated 2 skills · description Priorflow Intelligent Agent/Service Sele → Priorflow Intelligent Agent/Service Sele"}},{"captured_at":"2026-07-31T06:03:00","card_hash":"f3cd15ffe1145bc188300966ccb3eb343d343cf03378d71eef6107c91f490890","previous_card_hash":"655d043c20cd94be259f6e9c31241050bb200cece15c5efc6e6b0f75870d3fbc","diff":{"skills_added":[],"skills_removed":[],"skills_changed":[],"fields_changed":[{"field":"documentationUrl","before":"https://agentopt.app/docs","after":null}],"other_changed":false,"is_empty":false,"human_summary":"documentationUrl https://agentopt.app/docs → ∅"}},{"captured_at":"2026-07-29T22:14:12","card_hash":"655d043c20cd94be259f6e9c31241050bb200cece15c5efc6e6b0f75870d3fbc","previous_card_hash":"f3cd15ffe1145bc188300966ccb3eb343d343cf03378d71eef6107c91f490890","diff":{"skills_added":[],"skills_removed":[],"skills_changed":[],"fields_changed":[{"field":"documentationUrl","before":null,"after":"https://agentopt.app/docs"}],"other_changed":false,"is_empty":false,"human_summary":"documentationUrl ∅ → https://agentopt.app/docs"}},{"captured_at":"2026-07-27T02:35:24","card_hash":"f3cd15ffe1145bc188300966ccb3eb343d343cf03378d71eef6107c91f490890","previous_card_hash":null,"diff":{"skills_added":[{"id":"describe-catalog","name":"Describe Catalog","description":"High-level description of the curated candidate catalog and matching dimensions (reliability, cost, latency, autonomy, maturity, modalities).","tags":["catalog","metadata","discovery"],"inputModes":["text/plain","application/json"],"outputModes":["application/json","text/plain"]},{"id":"select-agents","name":"Select Agents","description":"Given a natural-language task or agent need, return a ranked list of candidate agents/services with scores from the internal catalog. Call POST /v1/select (JSON). Free tier (when enabled): id/score/name. Paid tier (API key): tags, dimensions, breakdown, clarifications. Does not invoke the selected MCP/A2A tools for you.","tags":["agent-discovery","routing","matching","mcp","a2a","orchestration","recruitment"],"inputModes":["application/json"],"outputModes":["application/json"]}],"skills_removed":[],"skills_changed":[],"fields_changed":[{"field":"name","before":null,"after":"Priorflow Intelligent Agent/Service Selector & Router"},{"field":"description","before":null,"after":"Priorflow Intelligent Agent/Service Selector & Router. Registries help agents find candidates; Priorflow helps agents choose the best ones under real constraints (cost, latency, reliability, specialization). Ranks curated MCP and A2A candidates via hybrid structured+semantic matching. Primary skill: custom JSON `select-agents` → POST /v1/select. Does not invoke selected remote MCP/A2A tools for you. This host is NOT an MCP server (MCP adapter off). Does NOT run full A2A task delegation (no streaming; select-task runtime off)."},{"field":"version","before":null,"after":"0.1.0"},{"field":"protocolVersion","before":null,"after":"1.0"},{"field":"url","before":null,"after":"https://agentopt.app"}],"other_changed":true,"is_empty":false,"human_summary":"added 2 skills · name ∅ → Priorflow Intelligent Agent/Service Sele · description ∅ → Priorflow Intelligent Agent/Service Sele · version ∅ → 0.1.0 · protocolVersion ∅ → 1.0 · url ∅ → https://agentopt.app"}}]}