Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 1 | Unranked | agent-evaluationskill · observability | Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring—where even top… | No signals yet | No commit datelisted | armory install agent-evaluation --cli claude |
| 2 | Unranked | langsmith-observabilityskill · observability | LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets… | No signals yet | No commit datelisted | armory install langsmith-observability --cli claude |
| 3 | Unranked | llm-evaluationskill · observability | Master comprehensive evaluation strategies for LLM applications, from automated metrics to human evaluation and A/B testing. | No signals yet | No commit datelisted | armory install llm-evaluation --cli claude |
| 4 | Unranked | ml-engineer-2skill · observability | Build production ML systems with PyTorch 2.x, TensorFlow, and modern ML frameworks. Implements model serving, feature engineering, A/B testing, and… | No signals yet | No commit datelisted | armory install ml-engineer-2 --cli claude |
| 5 | Unranked | phoenix-observabilityskill · observability | Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running… | No signals yet | No commit datelisted | armory install phoenix-observability --cli claude |
| 6 | Unranked | statsmodelsskill · observability | Statistical modeling toolkit. OLS, GLM, logistic, ARIMA, time series, hypothesis tests, diagnostics, AIC/BIC, for rigorous statistical inference and… | No signals yet | No commit datelisted | armory install statsmodels --cli claude |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.