Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
chem-conformer-search
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
chem-conformer-search
Best first install candidate based on install readiness and adoption.
Freshest repo
chem-conformer-search
Most recent maintenance signal among this shortlist.
| Signal | chem-conformer-search Generate molecular conformers with RDKit ETKDG, relax with MLIPs, and rank by energy with Boltzmann weighting. |
|---|---|
| Quality | 69/100 Promising |
| Decision verdict | 68/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 161 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 3, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
chem-conformer-search
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
chem-conformer-search
Best first install candidate based on install readiness and adoption.
Freshest repo
chem-conformer-search
Most recent maintenance signal among this shortlist.
| Signal | chem-conformer-search Generate molecular conformers with RDKit ETKDG, relax with MLIPs, and rank by energy with Boltzmann weighting. |
|---|---|
| Quality | 69/100 Promising |
| Decision verdict | 68/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 161 stars Verified outcomes are shown on each skill page |
| Freshness | Sep 3, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add learningmatter-mit/AtomisticSkills --skill chem-conformer-search |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add learningmatter-mit/AtomisticSkills --skill chem-conformer-search |