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Instead of a separate skill discovery system, extend Dream's two-phase pipeline to also detect reusable behavioral patterns from conversation history and generate SKILL.md files. Phase 1 gains a [SKILL] output type for pattern detection. Phase 2 gains write_file (scoped to skills/) and read access to builtin skills, enabling it to check for duplicates and follow skill-creator's format conventions before creating new skills. Inspired by PR #3039 by @wanghesong2019. Co-authored-by: wanghesong2019 <wanghesong2019@users.noreply.github.com>