OpenAgentSkill Registry Manifest
Skill: SA PINNs
Slug: levimcclenny-sa-pinns
Category: geo-science
Description: Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]

Agent fit:
- Decision: 36/100 Needs manual review
- Primary fit: GitHub automation
- Role: Needs validation

Supply profile:
- Track: Coding and developer agents
- Scenario: GitHub automation
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 5y since push
- Risk: Needs review

Trust:
- Trust score: 69/100 Manual review
- Audit: 60/100 Needs review

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: levimcclenny
- Claim URL: https://www.openagentskill.com/skills/levimcclenny-sa-pinns#claim-this-skill

Install:
npx skills add levimcclenny/SA-PINNs

URLs:
- Web: https://www.openagentskill.com/skills/levimcclenny-sa-pinns
- API: https://www.openagentskill.com/api/agent/skills/levimcclenny-sa-pinns
- Install API: https://www.openagentskill.com/api/skills/levimcclenny-sa-pinns/install
- Repository: https://github.com/levimcclenny/SA-PINNs