{"slug":"agentsope-agentsop-llamaindex","source_name":"agentsope/agentsop-llamaindex","name":"Agentsope/Agentsop Llamaindex","description":"Operating-system distillation of LlamaIndex — the leading RAG / document-agent\nframework. Activate when the calling agent must build, debug, harden, or evaluate\na Retrieval-Augmented Generation pipeline over unstructured/private data, decide\nbetween RAG primitives (Index types, retrievers, query engines, routers, agents),\nor pick LlamaIndex vs LangChain / Haystack / raw vector store for a coding task.\nEncodes the 5-layer mental model (Documents → Nodes → Indices → Retrievers →\nQuery Engines / Re","version":1,"lift":{"pass_rate_delta_pts":30.43,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":274.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T14:03:14.047055+00:00"},"skill_score":0.9565,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":30.43,"with_pass_pct":95.7,"without_pass_pct":65.2,"tokens_delta_pct":274.5,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-24T14:03:14.047055+00:00","run_id":"59dfb937-c8bf-485b-9a01-1a9b227a7221","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"b4f860c3c7dfd3403c745d9fa03f2f978b600b9b7f4e6b5b9998f9502af55bc7","raw_url":"https://app.decimal.ai/s/agentsope-agentsop-llamaindex/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/agentsope-agentsop-llamaindex"}