Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
ml4t-agent-tool-contracts
Do a manual repository review before adding this to an agent workflow.
Fastest prototype
ml4t-agent-tool-contracts
Best first install candidate based on install readiness and adoption.
Freshest repo
ml4t-agent-tool-contracts
Most recent maintenance signal among this shortlist.
| Signal | ml4t-agent-tool-contracts Typed tool contracts for autonomous research agents. Use when exposing files, search, databases, or execution tools to an LLM agent. | ai-agent-tool-abuse Abuse an LLM agent's tools/functions — coerce it to call tools with attacker-chosen args for SSRF, RCE, data exfil, or privilege abuse. Load when the target is an agent with tools/ function-calling/plugins, MCP servers, code interpreters, or "the assistant can do X". Signals: function-calling, tool schemas, browse/email/query/exec tools, autonomous agents. |
|---|---|---|
| Quality | 55/100 Promising | 54/100 Needs review |
| Decision verdict | 54/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 53/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 22 stars Verified outcomes are shown on each skill page | 20 stars Verified outcomes are shown on each skill page |
| Freshness | Oct 3, 2026 | Oct 2, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Claude Code, Browser agents |
| Warnings | Low GitHub adoption signal · No OpenAgentSkill engagement data yet | Low GitHub adoption signal · No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects | Customer support workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · production agents without a repository review | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ml4t/skills --skill ml4t-agent-tool-contracts | $ npx skills add NoorQureshi/SploitAgent --skill ai-agent-tool-abuse |