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rag-vs-agent-architectlisted

Build-stage skill: matches a problem to an AI architecture — RAG, tool-calling, agent, or hybrid — and states the failure mode of every rejected option, not just the benefits of the chosen one. Use when the user is choosing an AI architecture — 'RAG or agent for this', 'do we need an agent or is retrieval enough', 'design the AI architecture for X' — or when /pm routes such a request here. Do NOT use for component selection inside a chosen architecture (vector DBs, frameworks), for feature go/no-go calls (ai-feature-go-no-go), for build/buy decisions (build-buy-partner), or for definitions of RAG or agents.
Abhillashjadhav/PM-agent-OS · ★ 1 · AI & Automation · score 60
Install: claude install-skill Abhillashjadhav/PM-agent-OS
# RAG vs Agent Architect Architecture follows problem shape. The recommendation isn't credible until it says how each rejected option would fail *here* — and how the chosen one fails too. ## Verification gates (defined first; output is blocked until all pass) - **G1 — Rejected failure modes stated:** every rejected architecture gets its failure mode for THIS problem — what breaks, wastes, or risks given the stated shape. Generic cons ("agents are complex") and benefits-only recommendations fail the gate. - **G2 — Chosen option's failure mode + mitigation:** the recommended architecture carries its own dominant failure mode and the concrete mitigation. An architecture presented as failure-free fails. - **G3 — Shape-derived, input-only:** the recommendation cites the problem properties it turns on, quoted from the input (actions or answer-only, corpus dynamics, stakes, volume, latency). No invented constraints, budgets, or compliance rules. ## The shape rubric | Property | Pulls toward | |---|---| | Answer-only, no actions | RAG | | Known, enumerable operations (lookup, file, update) | tool-calling | | Open-ended multi-step work, plan varies per request | agent | | Distinct sub-problems with different shapes | hybrid (composed, not defaulted) | | Static/versioned corpus | RAG index | | Live/system-of-record data | tools over retrieval | | High stakes per answer | fewer moving parts + human/citation checks | | Tight latency budget | fewer hops — agents pay per step | ## St