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
Activitywatch is the strongest overall pick here because it has a 100/100 readiness score and fits Workflow automation.
Strongest overall
Activitywatch
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Activitywatch
Best first install candidate based on install readiness and adoption.
Freshest repo
Activitywatch
Most recent maintenance signal among this shortlist.
| Signal | Datastream.Io An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana | Activitywatch The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused. | Edict 🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails | Pyod A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents. |
|---|---|---|---|---|
| Quality | 56/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 58/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 915 stars 0 installs | 18K stars 0 installs | 16K stars 0 installs | 9.9K stars 0 installs |
| Freshness | Mar 31, 2020 | Jun 11, 2026 | Jun 4, 2026 | Jun 5, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, IoT, Claude Code | Python, Productivity, Claude Code | Python, Workflow, Claude Code | Python, Machine Learning, Claude Code |
| 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 | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 MentatInnovations/datastream.io | $ npx skills add ActivityWatch/activitywatch | $ npx skills add cft0808/edict | $ npx skills add yzhao062/pyod |