Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Llm App
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Llm App
Best first install candidate based on install readiness and adoption.
Freshest repo
live-data-surgery
Most recent maintenance signal among this shortlist.
| Signal | live-data-surgery Any ad-hoc destructive operation against a shared or production-adjacent database outside a test harness — bulk delete, cleanup sweep, re-baseline — follows a fixed protocol: read-only inventory first, BEGIN-ROLLBACK dry run, complement-count proof with NULL-collapsed predicates, a self-check that re-runs every predicate, confirmation the markers sit on disposable rows, and explicit gating of anything that resets tamper-evidence. Triggers on any DELETE, TRUNCATE, or bulk UPDATE aimed at shared or live data outside a test. Does not fire inside test harnesses (safe-smokes governs tests) or on throwaway local databases. | Llm App Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more. |
|---|---|---|
| Quality | 55/100 Promising | 100/100 Excellent |
| Decision verdict | 54/100 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. |
| Adoption | 25 stars Verified outcomes are shown on each skill page | 59K stars Verified outcomes are shown on each skill page |
| Freshness | Oct 4, 2026 | Jun 10, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Jupyter Notebook, RAG, Claude Code |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Browser automation workflows · Claude Code teams · builders willing to evaluate younger projects | RAG and knowledge 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 | 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 |
| Install | $ npx skills add randommonicle/claude-skills --skill live-data-surgery | $ npx skills add pathwaycom/llm-app |