Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
CLIP is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
CLIP
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
CLIP
Best first install candidate based on install readiness and adoption.
Freshest repo
Aily Blockly
Most recent maintenance signal among this shortlist.
| Signal | MEMS IMU Denoising Data-Driven Denoising of Accelerometer Signals | Aily Blockly AI IDE for hardware development, support Arduino, MicroPython, ESP32, STM32, RP2040, Nrf5x... | CLIP CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image | VLMEvalKit Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks |
|---|---|---|---|---|
| Quality | 42/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 32/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 129 stars Verified outcomes are shown on each skill page | 3.8K stars Verified outcomes are shown on each skill page | 34K stars Verified outcomes are shown on each skill page | 4.2K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 2, 2023 | Aug 11, 2026 | Mar 25, 2026 | Jun 17, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Jupyter Notebook, Robotics, Claude Code | TypeScript, IoT, Claude Code | Jupyter Notebook, Machine Learning, Claude Code | Python, Computer Vision, Claude Code, OpenAI Agents |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ansfl/MEMS-IMU-Denoising | $ npx skills add ailyProject/aily-blockly | $ npx skills add openai/CLIP | $ npx skills add open-compass/VLMEvalKit |