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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.
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⤵️ pull
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 ...