Paper Scout
ArXiv triage: what matters this week
Scans paper abstracts, scores novelty versus your interests, and produces a ranked reading list with one-line why-it-matters notes.
Works with: OpenClaw · Claude Code · Cursor · Any MCP agent · v1.1.2 · MIT · by skillforge-curated
SKILL.md preview
# Paper Scout ## Triggers User wants recent papers on a topic or a weekly digest. ## Workflow 1. Collect candidate papers with title, abstract, date. 2. Score novelty 1-5 against the stated interests. 3. Rank and keep the top 10; drop incremental work with a reason. 4. Emit title, link, one-line significance each. ## Guardrails - Never fabricate paper links. - Distinguish preprint from peer-reviewed.
Install in one command
1. Create the skill folder: mkdir -p skills/paper-scout
2. Install: curl -fsSL "https://skillforge-aniruddha-adaks-projects.vercel.app/api/skills/paper-scout/skill.md" -o skills/paper-scout/SKILL.md
3. Mention it in SOUL.md or BOOTSTRAP.md so OpenClaw loads it on boot.
curl -fsSL "https://skillforge-aniruddha-adaks-projects.vercel.app/api/skills/paper-scout/skill.md" -o skills/paper-scout/SKILL.md
Why this score
3/3 required SKILL.md sections, 407 chars
3 declared capabilities
Works with openclaw, claude-code, cursor, generic-mcp
MIT — reuse freely
7300 registry installs
Risk surface: network-egress
Audit seal
SHA-384(prev ‖ canonicalJson)
1070ed3837802418299b77e1c78991809a0040256cf3875b46453c293b397ef2d4d333119667346c98670f64a7e77185
chain head e800631e36483c866a9a2ba7ae87b272…
Replay: POST {ids} to /api/seals/verify