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
Whisper.Cpp is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Whisper.Cpp
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Whisper.Cpp
Best first install candidate based on install readiness and adoption.
Freshest repo
Whisper.Cpp
Most recent maintenance signal among this shortlist.
| Signal | Mcl 3dl A ROS node to perform a probabilistic 3-D/6-DOF localization system for mobile robots with 3-D LIDAR(s). It implements pointcloud based Monte Carlo localization that uses a reference pointcloud as a map. | Xgboost Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow | Whisper.Cpp Port of OpenAI's Whisper model in C/C++ | Duckdb DuckDB is an analytical in-process SQL database management system |
|---|---|---|---|---|
| Quality | 71/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 73/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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 | 597 stars 0 installs | 28K stars 0 installs | 51K stars 0 installs | 39K stars 0 installs |
| Freshness | Dec 22, 2025 | Jun 16, 2026 | Jun 22, 2026 | Jun 20, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | C++, ROS, Claude Code | C++, Machine Learning, Claude Code | C++, Speech, Claude Code, OpenAI Agents | C++, SQL, Claude Code |
| Warnings | 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 · teams that value GitHub adoption signals | Sports analytics workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | 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 | 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 at-wat/mcl_3dl | $ npx skills add dmlc/xgboost | $ npx skills add ggml-org/whisper.cpp | $ npx skills add duckdb/duckdb |