Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
cirq
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
cirq
Best first install candidate based on install readiness and adoption.
Freshest repo
cirq
Most recent maintenance signal among this shortlist.
| Signal | cirq Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip. |
|---|---|
| Quality | 92/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 38K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 30, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | SKILL.md does not include an explicit limitations or safe operating boundaries section. · No OpenAgentSkill engagement data yet |
| Best for |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
cirq
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
cirq
Best first install candidate based on install readiness and adoption.
Freshest repo
cirq
Most recent maintenance signal among this shortlist.
| Signal | cirq Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization experiments. Best for Google hardware, noise modeling, and low-level circuit design. For IBM hardware use qiskit; for quantum ML with autodiff use pennylane; for physics simulations use qutip. |
|---|---|
| Quality | 92/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 38K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 30, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | SKILL.md does not include an explicit limitations or safe operating boundaries section. · No OpenAgentSkill engagement data yet |
| Best for |
| GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add K-Dense-AI/scientific-agent-skills --skill cirq |
| GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add K-Dense-AI/scientific-agent-skills --skill cirq |