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Stars changed: 12958 → 12982.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Application / Desktop", "section": "Privacy-First AI Meeting Assistant with Local", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "impact" ], "search_text": "zackriya-solutions/meetily zackriya-solutions open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d1fbb596090bd6f39ec9", "entity_id": "gh:vibebench/vibesearchbench", "item_url": "/item/vibebench-vibesearchbench/", "title": "VibeBench/VibeSearchBench", "category": "research", "kind": "risk_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": "low", "after": "conditional", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. 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Score changed: 7.8 → 8.1. Largest component movements: setup ease 4.2 → 6.4 (+2.2); momentum 7 → 5 (-2.0); usefulness 7 → 8 (+1.0). These retained scoring-input deltas account for the RepoRadar score movement; this scoring-accounting explanation does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:aresyn/codex-control-plane-mcp", "before_snapshot_url": "/data/v1/snapshots/2026-06-29.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-30.json", "before_source_build_id": "git-adcee0316afe", "after_source_build_id": "git-e3be25ca9846" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Control Plane", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Builders orchestrating Codex Desktop from Hermes, OpenClaw, or other local MCP clients", "Developers who want resumable long-running Codex jobs instead of one-shot prompt calls" ], "risk_categories": [], "search_text": "aresyn/codex-control-plane-mcp aresyn open_source other gold conditional try_now builders orchestrating codex desktop from hermes, openclaw, or other local mcp clients developers who want resumable long-running codex jobs instead of one-shot prompt calls", "material_mover": true }, { "id": "evt_7ac8cec30d1b4dd16491", "entity_id": "gh:alchaincyf/huashu-design", "item_url": "/item/alchaincyf-huashu-design/", "title": "alchaincyf/huashu-design", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 20292, "after": 20418, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. 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Verdict changed: worth_watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "research", "verification_stage": "discovered", "type": "Benchmark", "section": "Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Agent researchers measuring long-horizon, multi-turn search quality", "Search and recommendation teams evaluating RAG agents on real-world query patterns" ], "risk_categories": [], "search_text": "vibebench/vibesearchbench vibebench research research research gold conditional try_now agent researchers measuring long-horizon, multi-turn search quality search and recommendation teams evaluating rag agents on real-world query patterns", "material_mover": true }, { "id": "evt_70b2030410f3059225d4", "entity_id": "gh:opendatalab/mineru", "item_url": "/item/opendatalab-mineru/", "title": "opendatalab/MinerU", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 72285, "after": 72591, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 72285 → 72591.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "High-accuracy PDF / Office", "section": "Apache-2.0", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineering teams that need a high-accuracy PDF / Office document parser to feed RAG pipelines, agent memory", "AI product builders who want one MCP server for document parsing instead of separate PDF, DOCX, and PPTX integrations" ], "risk_categories": [], "search_text": "opendatalab/mineru opendatalab open_source other gold conditional try_now ai engineering teams that need a high-accuracy pdf / office document parser to feed rag pipelines, agent memory layers, or llm context windows: mineru is the apache-2.0 (with a commercial-use ai product builders who want one mcp server for document parsing instead of separate pdf, docx", "material_mover": false }, { "id": "evt_701ab3920eeff3511dba", "entity_id": "gh:nexu-io/html-anything", "item_url": "/item/nexu-io-html-anything/", "title": "nexu-io/html-anything", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 7370, "after": 7424, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 7370 → 7424.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Document Generation", "section": "Local-First Agentic HTML Editor With 75 Skill", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "nexu-io/html-anything nexu-io open_source creative_tool creative_tool gold low try_now technical creators product teams", "material_mover": false }, { "id": "evt_69e057650f26b3b9628c", "entity_id": "gh:virgiliojr94/book-to-skill", "item_url": "/item/virgiliojr94-book-to-skill/", "title": "virgiliojr94/book-to-skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 6978, "after": 7189, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 6978 → 7189.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Skills", "section": "MIT Book / Document / RFC to Agent Skill", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "virgiliojr94/book-to-skill virgiliojr94 open_source other gold low try_now ai developers technical founders", "material_mover": true }, { "id": "evt_643905237cd392d66500", "entity_id": "gh:steel-dev/steel-browser", "item_url": "/item/steel-dev-steel-browser/", "title": "steel-dev/steel-browser", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 7242, "after": 7250, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 7242 → 7250.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Infrastructure /", "section": "Open-Source Browser API and Sandbox for AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "steel-dev/steel-browser steel-dev open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_62e1a66003c12b0573df", "entity_id": "gh:vibebench/vibesearchbench", "item_url": "/item/vibebench-vibesearchbench/", "title": "VibeBench/VibeSearchBench", "category": "research", "kind": "popularity_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 7.0, "after": 1.0, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 7.0 → 1.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "research", "verification_stage": "discovered", "type": "Benchmark", "section": "Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Agent researchers measuring long-horizon, multi-turn search quality", "Search and recommendation teams evaluating RAG agents on real-world query patterns" ], "risk_categories": [], "search_text": "vibebench/vibesearchbench vibebench research research research gold conditional try_now agent researchers measuring long-horizon, multi-turn search quality search and recommendation teams evaluating rag agents on real-world query patterns", "material_mover": true }, { "id": "evt_5d06a9fcffeb247f1967", "entity_id": "gh:codeabra/iai-personal-memory-engine", "item_url": "/item/codeabra-iai-personal-memory-engine/", "title": "CodeAbra/iai-personal-memory-engine", "category": "rag_knowledge", "kind": "tier_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": "Silver", "after": "Gold", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Tier changed: Silver → Gold.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Memory Engine", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers using Claude Code, Codex, Cursor, Gemini CLI, or Hermes across long-lived projects", "Builders who want local memory without shipping project history to a hosted memory service" ], "risk_categories": [], "search_text": "codeabra/iai-personal-memory-engine codeabra open_source rag_knowledge rag_knowledge gold conditional try_now developers using claude code, codex, cursor, gemini cli, or hermes across long-lived projects builders who want local memory without shipping project history to a hosted memory service", "material_mover": true }, { "id": "evt_5003e2ca8d662398d0c4", "entity_id": "gh:memorilabs/memori", "item_url": "/item/memorilabs-memori/", "title": "MemoriLabs/Memori", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 15497, "after": 15503, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 15497 → 15503.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / Library", "section": "LLM-Agnostic Agent-Native Memory Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "memorilabs/memori memorilabs open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers", "material_mover": false }, { "id": "evt_4dd862334e68a83375ba", "entity_id": "gh:purewhiter/mobilegym", "item_url": "/item/purewhiter-mobilegym/", "title": "Purewhiter/mobilegym", "category": "other", "kind": "popularity_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 7.1, "after": 1.0, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 7.1 → 1.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Simulation Platform", "section": "Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent-research teams training mobile GUI agents with GRPO or other online RL methods", "Benchmark authors who want a programmable state, not just screenshots, to grade against" ], "risk_categories": [], "search_text": "purewhiter/mobilegym purewhiter open_source other gold conditional try_now agent-research teams training mobile gui agents with grpo or other online rl methods benchmark authors who want a programmable state, not just screenshots, to grade against", "material_mover": true }, { "id": "evt_4acea340dd1d1be17f36", "entity_id": "gh:purewhiter/mobilegym", "item_url": "/item/purewhiter-mobilegym/", "title": "Purewhiter/mobilegym", "category": "other", "kind": "tier_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": "Silver", "after": "Gold", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Tier changed: Silver → Gold.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Simulation Platform", "section": "Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent-research teams training mobile GUI agents with GRPO or other online RL methods", "Benchmark authors who want a programmable state, not just screenshots, to grade against" ], "risk_categories": [], "search_text": "purewhiter/mobilegym purewhiter open_source other gold conditional try_now agent-research teams training mobile gui agents with grpo or other online rl methods benchmark authors who want a programmable state, not just screenshots, to grade against", "material_mover": true }, { "id": "evt_433e82ec4605167683a1", "entity_id": "gh:crynta/terax-ai", "item_url": "/item/crynta-terax-ai/", "title": "crynta/terax-ai", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 7534, "after": 7622, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 7534 → 7622.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Desktop Dev", "section": "Lightweight (7-8 MB) Apache-2.0 Terminal-First", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "crynta/terax-ai crynta open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_42bcb79812466c0b8467", "entity_id": "gh:mozilla-ai/llamafile", "item_url": "/item/mozilla-ai-llamafile/", "title": "mozilla-ai/llamafile", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 25121, "after": 25129, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 25121 → 25129.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Runtime / Inference", "section": "Single-File LLM Distribution and Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive" ], "search_text": "mozilla-ai/llamafile mozilla-ai open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_3f160226370ad8799cb4", "entity_id": "gh:aresyn/codex-control-plane-mcp", "item_url": "/item/aresyn-codex-control-plane-mcp/", "title": "aresyn/codex-control-plane-mcp", "category": "other", "kind": "verdict_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. 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Stars changed: 5099 → 5103.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / SDK", "section": "Vision-Language Model Inference and Fine-Tuning", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "blaizzy/mlx-vlm blaizzy open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_3cfeeef3062c240ebb94", "entity_id": "gh:revfactory/harness", "item_url": "/item/revfactory-harness/", "title": "revfactory/harness", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 8085, "after": 8110, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Stars changed: 8085 → 8110.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Claude Code", "section": "Apache-2.0 Claude Code Team-Architecture", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "revfactory/harness revfactory open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_3cd216ad878e15a2c87e", "entity_id": "gh:cjpais/handy", "item_url": "/item/cjpais-handy/", "title": "cjpais/Handy", "category": "other", "kind": "stars_changed", "occurred_at": "2026-06-30T00:00:00Z", "before": 25221, "after": 25268, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. 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Score changed: 7.4 → 8.6. Largest component movements: commercial workflow potential 8.5 → 9.7 (+1.2); maturity 5.6 → 6.7 (+1.1); usefulness 8 → 9 (+1.0). 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Risk changed: conditional → low.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Database / Engine", "section": "Rust Data-Grounded SQL + Search + LLM-Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "data teams building AI products", "MLOps teams needing low-latency retrieval" ], "risk_categories": [], "search_text": "spiceai/spiceai spiceai open_source data_tooling data_tooling gold low try_now data teams building ai products mlops teams needing low-latency retrieval", "material_mover": false }, { "id": "evt_6d1aa0d8556c54e08331", "entity_id": "gh:spiceai/spiceai", "item_url": "/item/spiceai-spiceai/", "title": "spiceai/spiceai", "category": "data_tooling", "kind": "popularity_changed", "occurred_at": "2026-06-22T00:00:00Z", "before": 76.0, "after": 2982.0, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 76.0 → 2982.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Database / Engine", "section": "Rust Data-Grounded SQL + Search + LLM-Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "data teams building AI products", "MLOps teams needing low-latency retrieval" ], "risk_categories": [], "search_text": "spiceai/spiceai spiceai open_source data_tooling data_tooling gold low try_now data teams building ai products mlops teams needing low-latency retrieval", "material_mover": true }, { "id": "evt_51842005e8e82e11b2c3", "entity_id": "gh:spiceai/spiceai", "item_url": "/item/spiceai-spiceai/", "title": "spiceai/spiceai", "category": "data_tooling", "kind": "verdict_changed", "occurred_at": "2026-06-22T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Verdict changed: watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Database / Engine", "section": "Rust Data-Grounded SQL + Search + LLM-Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "data teams building AI products", "MLOps teams needing low-latency retrieval" ], "risk_categories": [], "search_text": "spiceai/spiceai spiceai open_source data_tooling data_tooling gold low try_now data teams building ai products mlops teams needing low-latency retrieval", "material_mover": true }, { "id": "evt_f3340b9f084b7d8c3573", "entity_id": "gh:runfusion/fusion", "item_url": "/item/runfusion-fusion/", "title": "Runfusion/Fusion", "category": "agent_framework", "kind": "score_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 7.4, "after": 7.8, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 7.4 → 7.8. Largest component movements: setup ease 4.2 → 6.4 (+2.2); novelty 6 → 8 (+2.0); commercial workflow potential 8.2 → 9.3 (+1.1). These retained scoring-input deltas account for the RepoRadar score movement; this scoring-accounting explanation does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:runfusion/fusion", "before_snapshot_url": "/data/v1/snapshots/2026-06-20.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-21.json", "before_source_build_id": "git-db15d0944655", "after_source_build_id": "git-b5e9ccbdcc82" }, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop", "Agent platform teams who need a shared runtime for joining new nodes and routing workloads" ], "risk_categories": [], "search_text": "runfusion/fusion runfusion open_source agent_framework agent_framework gold low try_now ai builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop agent platform teams who need a shared runtime for joining new nodes and routing workloads", "material_mover": true }, { "id": "evt_e62a3a5d0a2c838f38af", "entity_id": "gh:activepieces/activepieces", "item_url": "/item/activepieces-activepieces/", "title": "activepieces/activepieces", "category": "business_workflow", "kind": "popularity_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 93.0, "after": 8.3, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 93.0 → 8.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Workflow Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams migrating from script-based automations to a governed flow model", "MCP-first builders who need orchestration glue for production workflows" ], "risk_categories": [], "search_text": "activepieces/activepieces activepieces open_source business_workflow business_workflow gold medium try_now teams migrating from script-based automations to a governed flow model mcp-first builders who need orchestration glue for production workflows", "material_mover": true }, { "id": "evt_e347283945d11b2735ed", "entity_id": "gh:runfusion/fusion", "item_url": "/item/runfusion-fusion/", "title": "Runfusion/Fusion", "category": "agent_framework", "kind": "risk_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "conditional", "after": "low", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Risk changed: conditional → low.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop", "Agent platform teams who need a shared runtime for joining new nodes and routing workloads" ], "risk_categories": [], "search_text": "runfusion/fusion runfusion open_source agent_framework agent_framework gold low try_now ai builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop agent platform teams who need a shared runtime for joining new nodes and routing workloads", "material_mover": false }, { "id": "evt_ce6474e4221c21a4ebb5", "entity_id": "gh:netease-youdao/lobsterai", "item_url": "/item/netease-youdao-lobsterai/", "title": "netease-youdao/LobsterAI", "category": "other", "kind": "verdict_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Verdict changed: watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Cowork", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop", "knowledge workers who need Cowork-mode approval gating for sensitive actions like file edits and shell commands" ], "risk_categories": [ "sensitive", "system" ], "search_text": "netease-youdao/lobsterai netease-youdao open_source other gold medium try_now ai power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop knowledge workers who need cowork-mode approval gating for sensitive actions like file edits and shell commands", "material_mover": true }, { "id": "evt_c32ddcbac98bc98fedee", "entity_id": "gh:netease-youdao/lobsterai", "item_url": "/item/netease-youdao-lobsterai/", "title": "netease-youdao/LobsterAI", "category": "other", "kind": "tier_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "Silver", "after": "Gold", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Tier changed: Silver → Gold.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Cowork", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop", "knowledge workers who need Cowork-mode approval gating for sensitive actions like file edits and shell commands" ], "risk_categories": [ "sensitive", "system" ], "search_text": "netease-youdao/lobsterai netease-youdao open_source other gold medium try_now ai power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop knowledge workers who need cowork-mode approval gating for sensitive actions like file edits and shell commands", "material_mover": true }, { "id": "evt_bf37700473350466e12e", "entity_id": "gh:activepieces/activepieces", "item_url": "/item/activepieces-activepieces/", "title": "activepieces/activepieces", "category": "business_workflow", "kind": "risk_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "conditional", "after": "medium", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Risk changed: conditional → medium.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Workflow Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams migrating from script-based automations to a governed flow model", "MCP-first builders who need orchestration glue for production workflows" ], "risk_categories": [], "search_text": "activepieces/activepieces activepieces open_source business_workflow business_workflow gold medium try_now teams migrating from script-based automations to a governed flow model mcp-first builders who need orchestration glue for production workflows", "material_mover": false }, { "id": "evt_ae95ae389e8709b37caa", "entity_id": "gh:runfusion/fusion", "item_url": "/item/runfusion-fusion/", "title": "Runfusion/Fusion", "category": "agent_framework", "kind": "verdict_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Verdict changed: watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop", "Agent platform teams who need a shared runtime for joining new nodes and routing workloads" ], "risk_categories": [], "search_text": "runfusion/fusion runfusion open_source agent_framework agent_framework gold low try_now ai builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop agent platform teams who need a shared runtime for joining new nodes and routing workloads", "material_mover": true }, { "id": "evt_a4fb42575fd6d90327b5", "entity_id": "gh:wecode-ai/wegent", "item_url": "/item/wecode-ai-wegent/", "title": "wecode-ai/Wegent", "category": "other", "kind": "risk_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "conditional", "after": "low", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Risk changed: conditional → low.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent OS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform teams building an internal agent runtime on top of open-source code", "Startups that need a maintainable agent OS base before custom orchestration is justified" ], "risk_categories": [], "search_text": "wecode-ai/wegent wecode-ai open_source other gold low try_now platform teams building an internal agent runtime on top of open-source code startups that need a maintainable agent os base before custom orchestration is justified", "material_mover": false }, { "id": "evt_98512a366e1d477e3270", "entity_id": "gh:runfusion/fusion", "item_url": "/item/runfusion-fusion/", "title": "Runfusion/Fusion", "category": "agent_framework", "kind": "popularity_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 74.0, "after": 7.5, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 74.0 → 7.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop", "Agent platform teams who need a shared runtime for joining new nodes and routing workloads" ], "risk_categories": [], "search_text": "runfusion/fusion runfusion open_source agent_framework agent_framework gold low try_now ai builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop agent platform teams who need a shared runtime for joining new nodes and routing workloads", "material_mover": true }, { "id": "evt_6fdea5c091eca8b4ae0c", "entity_id": "gh:runfusion/fusion", "item_url": "/item/runfusion-fusion/", "title": "Runfusion/Fusion", "category": "agent_framework", "kind": "tier_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "Bronze", "after": "Gold", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Tier changed: Bronze → Gold.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop", "Agent platform teams who need a shared runtime for joining new nodes and routing workloads" ], "risk_categories": [], "search_text": "runfusion/fusion runfusion open_source agent_framework agent_framework gold low try_now ai builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop agent platform teams who need a shared runtime for joining new nodes and routing workloads", "material_mover": true }, { "id": "evt_58af4d8de4b731f93c3d", "entity_id": "gh:netease-youdao/lobsterai", "item_url": "/item/netease-youdao-lobsterai/", "title": "netease-youdao/LobsterAI", "category": "other", "kind": "popularity_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 80.0, "after": 8.7, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 80.0 → 8.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Cowork", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop", "knowledge workers who need Cowork-mode approval gating for sensitive actions like file edits and shell commands" ], "risk_categories": [ "sensitive", "system" ], "search_text": "netease-youdao/lobsterai netease-youdao open_source other gold medium try_now ai power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop knowledge workers who need cowork-mode approval gating for sensitive actions like file edits and shell commands", "material_mover": true }, { "id": "evt_430370609def38d5155a", "entity_id": "gh:netease-youdao/lobsterai", "item_url": "/item/netease-youdao-lobsterai/", "title": "netease-youdao/LobsterAI", "category": "other", "kind": "risk_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": "conditional", "after": "medium", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Risk changed: conditional → medium.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Cowork", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop", "knowledge workers who need Cowork-mode approval gating for sensitive actions like file edits and shell commands" ], "risk_categories": [ "sensitive", "system" ], "search_text": "netease-youdao/lobsterai netease-youdao open_source other gold medium try_now ai power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop knowledge workers who need cowork-mode approval gating for sensitive actions like file edits and shell commands", "material_mover": false }, { "id": "evt_3e7a4dbb14765a746306", "entity_id": "gh:netease-youdao/lobsterai", "item_url": "/item/netease-youdao-lobsterai/", "title": "netease-youdao/LobsterAI", "category": "other", "kind": "score_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 7.5, "after": 8.5, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 7.5 → 8.5. Largest component movements: usefulness 7 → 9 (+2.0); momentum 7 → 9 (+2.0); commercial workflow potential 8.3 → 9.6 (+1.3). These retained scoring-input deltas account for the RepoRadar score movement; this scoring-accounting explanation does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:netease-youdao/lobsterai", "before_snapshot_url": "/data/v1/snapshots/2026-06-20.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-21.json", "before_source_build_id": "git-db15d0944655", "after_source_build_id": "git-b5e9ccbdcc82" }, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Cowork", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop", "knowledge workers who need Cowork-mode approval gating for sensitive actions like file edits and shell commands" ], "risk_categories": [ "sensitive", "system" ], "search_text": "netease-youdao/lobsterai netease-youdao open_source other gold medium try_now ai power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop knowledge workers who need cowork-mode approval gating for sensitive actions like file edits and shell commands", "material_mover": true }, { "id": "evt_31481d7975f88b273aad", "entity_id": "gh:activepieces/activepieces", "item_url": "/item/activepieces-activepieces/", "title": "activepieces/activepieces", "category": "business_workflow", "kind": "score_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 8.3, "after": 8.4, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 8.3 → 8.4. Largest component movements: maturity 8.4 → 6.7 (-1.7); novelty 7 → 8 (+1.0); momentum 9 → 8 (-1.0). These retained scoring-input deltas account for the RepoRadar score movement; this scoring-accounting explanation does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:activepieces/activepieces", "before_snapshot_url": "/data/v1/snapshots/2026-06-20.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-21.json", "before_source_build_id": "git-db15d0944655", "after_source_build_id": "git-b5e9ccbdcc82" }, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Workflow Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams migrating from script-based automations to a governed flow model", "MCP-first builders who need orchestration glue for production workflows" ], "risk_categories": [], "search_text": "activepieces/activepieces activepieces open_source business_workflow business_workflow gold medium try_now teams migrating from script-based automations to a governed flow model mcp-first builders who need orchestration glue for production workflows", "material_mover": false }, { "id": "evt_2c6bb121a2813de67add", "entity_id": "gh:wecode-ai/wegent", "item_url": "/item/wecode-ai-wegent/", "title": "wecode-ai/Wegent", "category": "other", "kind": "popularity_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 79.0, "after": 8.2, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 79.0 → 8.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent OS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform teams building an internal agent runtime on top of open-source code", "Startups that need a maintainable agent OS base before custom orchestration is justified" ], "risk_categories": [], "search_text": "wecode-ai/wegent wecode-ai open_source other gold low try_now platform teams building an internal agent runtime on top of open-source code startups that need a maintainable agent os base before custom orchestration is justified", "material_mover": true }, { "id": "evt_249f4bc3a9c957e4f5d3", "entity_id": "gh:wecode-ai/wegent", "item_url": "/item/wecode-ai-wegent/", "title": "wecode-ai/Wegent", "category": "other", "kind": "score_changed", "occurred_at": "2026-06-21T00:00:00Z", "before": 8.2, "after": 8.3, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 8.2 → 8.3. Largest component movements: setup ease 4.2 → 6.4 (+2.2); maturity 8.1 → 6.7 (-1.4); momentum 8 → 7 (-1.0). These retained scoring-input deltas account for the RepoRadar score movement; this scoring-accounting explanation does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:wecode-ai/wegent", "before_snapshot_url": "/data/v1/snapshots/2026-06-20.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-21.json", "before_source_build_id": "git-db15d0944655", "after_source_build_id": "git-b5e9ccbdcc82" }, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent OS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform teams building an internal agent runtime on top of open-source code", "Startups that need a maintainable agent OS base before custom orchestration is justified" ], "risk_categories": [], "search_text": "wecode-ai/wegent wecode-ai open_source other gold low try_now platform teams building an internal agent runtime on top of open-source code startups that need a maintainable agent os base before custom orchestration is justified", "material_mover": false }, { "id": "evt_ee9e5413842b5ce33f62", "entity_id": "gh:dograh-hq/dograh", "item_url": "/item/dograh-hq-dograh/", "title": "dograh-hq/dograh", "category": "other", "kind": "verdict_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Verdict changed: watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Voice AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "voice AI builders", "support automation teams" ], "risk_categories": [], "search_text": "dograh-hq/dograh dograh-hq open_source other gold conditional try_now voice ai builders support automation teams", "material_mover": true }, { "id": "evt_eb7dcefe94d9534c4218", "entity_id": "gh:raullenchai/rapid-mlx", "item_url": "/item/raullenchai-rapid-mlx/", "title": "raullenchai/Rapid-MLX", "category": "inference_runtime", "kind": "risk_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": "conditional", "after": "none", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Risk changed: conditional → none.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Mac developers", "local AI users" ], "risk_categories": [], "search_text": "raullenchai/rapid-mlx raullenchai open_source inference_runtime inference_runtime gold none try_now mac developers local ai users", "material_mover": false }, { "id": "evt_de9c6edaf79907022ff0", "entity_id": "gh:open-webui/open-webui", "item_url": "/item/open-webui-open-webui/", "title": "open-webui/open-webui", "category": "other", "kind": "score_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": 8.5, "after": 9.1, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 8.5 → 9.1. No component-level movement was available for this historical point. This is a RepoRadar scoring-accounting record and does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:open-webui/open-webui", "before_snapshot_url": "/data/v1/snapshots/2026-06-18.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-19.json", "before_source_build_id": "git-f4995142b6f1", "after_source_build_id": "git-081a54f8ee2f" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI operators", "homelab users" ], "risk_categories": [], "search_text": "open-webui/open-webui open-webui open_source other gold conditional try_now local ai operators homelab users", "material_mover": true }, { "id": "evt_d944f8e4bd0780a4056e", "entity_id": "gh:kilo-org/kilocode", "item_url": "/item/kilo-org-kilocode/", "title": "Kilo-Org/kilocode", "category": "coding_agent", "kind": "verdict_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Verdict changed: watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers", "AI coding power users" ], "risk_categories": [ "system" ], "search_text": "kilo-org/kilocode kilo-org open_source coding_agent coding_agent gold conditional try_now developers ai coding power users claude google gemini", "material_mover": true }, { "id": "evt_d23a4f1ea540ed3b1507", "entity_id": "gh:cortexkit/magic-context", "item_url": "/item/cortexkit-magic-context/", "title": "cortexkit/magic-context", "category": "rag_knowledge", "kind": "popularity_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": 72.0, "after": 74.0, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 72.0 → 74.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory / Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers using coding agents daily", "teams running long-lived AI coding workflows" ], "risk_categories": [], "search_text": "cortexkit/magic-context cortexkit open_source rag_knowledge rag_knowledge gold conditional watch developers using coding agents daily teams running long-lived ai coding workflows", "material_mover": true }, { "id": "evt_be14c8c0dc4713635ed9", "entity_id": "gh:raullenchai/rapid-mlx", "item_url": "/item/raullenchai-rapid-mlx/", "title": "raullenchai/Rapid-MLX", "category": "inference_runtime", "kind": "score_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": 8.2, "after": 9.0, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 8.2 → 9.0. No component-level movement was available for this historical point. This is a RepoRadar scoring-accounting record and does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:raullenchai/rapid-mlx", "before_snapshot_url": "/data/v1/snapshots/2026-06-18.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-19.json", "before_source_build_id": "git-f4995142b6f1", "after_source_build_id": "git-081a54f8ee2f" }, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Mac developers", "local AI users" ], "risk_categories": [], "search_text": "raullenchai/rapid-mlx raullenchai open_source inference_runtime inference_runtime gold none try_now mac developers local ai users", "material_mover": true }, { "id": "evt_ad8431575e0ff8ae8596", "entity_id": "gh:astro-han/pawwork", "item_url": "/item/astro-han-pawwork/", "title": "Astro-Han/pawwork", "category": "other", "kind": "popularity_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": 63.0, "after": 35.0, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Popularity changed: 63.0 → 35.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "power users", "students" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "astro-han/pawwork astro-han open_source other gold medium try_now power users students", "material_mover": true }, { "id": "evt_acfefe0d20349db9a887", "entity_id": "gh:astro-han/pawwork", "item_url": "/item/astro-han-pawwork/", "title": "Astro-Han/pawwork", "category": "other", "kind": "tier_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": "Silver", "after": "Gold", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Tier changed: Silver → Gold.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "power users", "students" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "astro-han/pawwork astro-han open_source other gold medium try_now power users students", "material_mover": true }, { "id": "evt_9c0a206a69c2a54be5e8", "entity_id": "gh:astro-han/pawwork", "item_url": "/item/astro-han-pawwork/", "title": "Astro-Han/pawwork", "category": "other", "kind": "score_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": 7.3, "after": 8.3, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 7.3 → 8.3. No component-level movement was available for this historical point. This is a RepoRadar scoring-accounting record and does not infer an upstream cause.", "explanation_scope": "score_component_accounting", "evidence_refs": { "entity_id": "gh:astro-han/pawwork", "before_snapshot_url": "/data/v1/snapshots/2026-06-18.json", "after_snapshot_url": "/data/v1/snapshots/2026-06-19.json", "before_source_build_id": "git-f4995142b6f1", "after_source_build_id": "git-081a54f8ee2f" }, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "power users", "students" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "astro-han/pawwork astro-han open_source other gold medium try_now power users students", "material_mover": true }, { "id": "evt_895700930a6d7eed91fa", "entity_id": "gh:cortexkit/magic-context", "item_url": "/item/cortexkit-magic-context/", "title": "cortexkit/magic-context", "category": "rag_knowledge", "kind": "tier_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": "Silver", "after": "Gold", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Tier changed: Silver → Gold.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory / Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers using coding agents daily", "teams running long-lived AI coding workflows" ], "risk_categories": [], "search_text": "cortexkit/magic-context cortexkit open_source rag_knowledge rag_knowledge gold conditional watch developers using coding agents daily teams running long-lived ai coding workflows", "material_mover": true }, { "id": "evt_803a7d0b7701b5f3691b", "entity_id": "gh:rapid-mlx/rapid-mlx", "item_url": "/radar/", "title": "gh:rapid-mlx/rapid-mlx", "category": "other", "kind": "entity_removed", "occurred_at": "2026-06-19T00:00:00Z", "before": "try_now", "after": "removed_from_current_catalog", "explanation": "Reconstructed from retained catalog snapshots: present on 2026-06-18, absent on 2026-06-19. Prior history is retained; this does not claim the upstream project was discontinued.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": null, "best_for": [ "AI developers", "technical founders", "engineering leads" ], "risk_categories": [], "search_text": "gh:rapid-mlx/rapid-mlx tool other conditional gold try_now", "material_mover": false }, { "id": "evt_652bce30a08f58a2c9b4", "entity_id": "gh:builderio/agent-native", "item_url": "/item/builderio-agent-native/", "title": "BuilderIO/agent-native", "category": "other", "kind": "verdict_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Verdict changed: watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "product engineers", "agent-platform teams" ], "risk_categories": [], "search_text": "builderio/agent-native builderio open_source other gold conditional try_now product engineers agent-platform teams", "material_mover": true }, { "id": "evt_5d974135942baf19bc28", "entity_id": "gh:astro-han/pawwork", "item_url": "/item/astro-han-pawwork/", "title": "Astro-Han/pawwork", "category": "other", "kind": "verdict_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": "watch", "after": "try_now", "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Verdict changed: watch → try_now.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "power users", "students" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "astro-han/pawwork astro-han open_source other gold medium try_now power users students", "material_mover": true }, { "id": "evt_574ee0e014045d8cb22e", "entity_id": "gh:superpowers-ai/superpowers", "item_url": "/radar/", "title": "gh:superpowers-ai/superpowers", "category": "other", "kind": "entity_removed", "occurred_at": "2026-06-19T00:00:00Z", "before": "try_now", "after": "removed_from_current_catalog", "explanation": "Reconstructed from retained catalog snapshots: present on 2026-06-18, absent on 2026-06-19. Prior history is retained; this does not claim the upstream project was discontinued.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": null, "best_for": [ "AI developers", "technical founders", "engineering leads" ], "risk_categories": [], "search_text": "gh:superpowers-ai/superpowers tool other none gold try_now", "material_mover": false }, { "id": "evt_39f9ae0ffe6effc92312", "entity_id": "gh:cortexkit/magic-context", "item_url": "/item/cortexkit-magic-context/", "title": "cortexkit/magic-context", "category": "rag_knowledge", "kind": "score_changed", "occurred_at": "2026-06-19T00:00:00Z", "before": 7.6, "after": 8.6, "explanation": "Reconstructed from adjacent retained daily snapshots; no upstream cause is inferred. Score changed: 7.6 → 8.6. No component-level movement was available for this historical point. 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