Algorithm Deep-Dive
Algorithm Deep-Dive: SkillForge — Synthesize Issues in 4 Steps, Distill a Dual-Layer Skill Library, +5.8% on SWE-bench
SkillForge full breakdown: strict-mask 4-step issue synthesis, dual-layer entity-grounded skills (diagnostic + intervention), BM25+JIT two-phase retrieval; SWE-bench Verified 72.2% (+5.8%), Pro 34.1% (+5.8%).