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Agent 4: Quality Assessment Agent. Evaluates paper quality (novelty, rigor, clarity, impact) as a simulated peer reviewer would. Kept separate from the Summarization Agent -- see agents/summarizer.py ...

See Commits and Changes for more details. Created by img src= https://prod.download/pull-18h-svg valign= bottom / pull[bot] (v2.0.0-alpha.4) Can you help keep this open source service alive? 💖 Please ...
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README banner 16:9; vi uses Be Vietnam Pro (self-hosted, default en); landing gets a true 3D canvas helix + card tilt; refreshed CLAUDE.md. 🤖 Generated with Claude Code

Summary - tighten all skill frontmatter descriptions to trigger-focused wording, including the newly-added spec skills - move long craft-tune and craft-handoff examples/templates into load-on-demand ...

What why University of Florida was DEPLOY-STRANDED (REPAIR_BACKLOG run 71, entry #1). Its #1016 per-credential descriptions are genuinely clean in-repo (anti_stub clean, frameABS150=0, zero template-slot ...