SkillForge
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researchGrade S · 89/100 Safety 84

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.

paper triagenovelty scoringreading lists

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.

Install command
curl -fsSL "https://skillforge-aniruddha-adaks-projects.vercel.app/api/skills/paper-scout/skill.md" -o skills/paper-scout/SKILL.md

Why this score

Documentation16/20

3/3 required SKILL.md sections, 407 chars

Capability breadth12/15

3 declared capabilities

Agent compatibility15/15

Works with openclaw, claude-code, cursor, generic-mcp

License openness10/10

MIT — reuse freely

Community signal20/20

7300 registry installs

Safety posture16/20

Risk surface: network-egress

Audit seal

SHA-384(prev ‖ canonicalJson)

1070ed3837802418299b77e1c78991809a0040256cf3875b46453c293b397ef2d4d333119667346c98670f64a7e77185

chain head e800631e36483c866a9a2ba7ae87b272

Replay: POST {ids} to /api/seals/verify