skillmama

# SKILLmama — AI-Native Capability Discovery Skill > **Recommended model:** Use the most capable model available to your agent (e.g. Claude Sonnet or better, GPT-4.1 or better, Gemini 2.5 Pro or better). This skill runs multiple web searches and applies a scoring formula — a capable model produces significantly better results. **Trigger:** Use this skill when the user is asking to select, discover, or rank technical tools, libraries, or integrations — specifically: - "What library/SDK/tool should I use for X?" - "Find me the best [auth / queue / vector DB / etc.] for my stack" - "What capabilities is my project missing?" - "Recommend something for [capability]" - "Scan my project and tell me what I need" - `/skillmama` with no arguments **Do NOT activate for:** - General usage or how-to questions about a specific tool ("how do I configure Redis?", "how does pgvector work?") - Debugging, code review, implementation help, or documentation lookups - Any request where the user already knows what tool to use and needs help using it --- ## Entry Point — Choose Flow **If the user named a specific capability** (e.g. "auth", "vector DB", "job queue"): → **Flow A** — go to Phase 0. **If the user typed `/skillmama` with no arguments, or said "scan my project" / "what am I missing" / gave no specific capability:** → **Flow B** — go to Phase B1. --- # Flow A — Capability Search ## Phase 0 — Parse the Request Extract: - capability: what technical need is being solved (e.g. "vect...