{"slug":"agentsope-agentsop-framework-selection","source_name":"agentsope/agentsop-framework-selection","name":"Agentsope/Agentsop Framework Selection","description":"Neutral, framework-agnostic decision tree for project kickoff: \"which agent /\nRAG / LLM framework should I reach for?\" Synthesizes the ecosystem sections of\n7 landmark-project SOPs (LangGraph, LlamaIndex, DSPy, CrewAI, vLLM, Aider, Dify)\ninto one layered rubric. Core stance: frameworks are LAYERS, not competitors —\na real project usually combines DSPy (compile) + LlamaIndex (retrieve) +\nLangGraph (orchestrate) + vLLM (serve), and you choose ONE per layer, not one\nto rule all. Use when starting a","version":1,"lift":{"pass_rate_delta_pts":30.43,"pass_rate_pct":87,"total_cases":23,"passed_cases":20,"tokens_delta_pct":227.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T14:01:57.662426+00:00"},"skill_score":0.8696,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":30.43,"with_pass_pct":87,"without_pass_pct":56.5,"tokens_delta_pct":227.3,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-24T14:01:57.662426+00:00","run_id":"1519ec1f-d397-47df-9ed5-6788a8129fc8","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":"ce9a37d8c93ce2b32856d489fb8c03cc74780aad20fff4f36eb284bafb141e99","raw_url":"https://app.decimal.ai/s/agentsope-agentsop-framework-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/agentsope-agentsop-framework-selection"}