OpenAgentSkill Registry Manifest
Skill: Agents Failure Attribution
Slug: ag2ai-agents-failure-attribution
Category: agent-frameworks
Description: Benchmark for automated failure attributions in agentic systems (🏆 ICML 2025 Spotlight)

Agent fit:
- Decision: 72/100 Strong shortlist
- Primary fit: Coding agents
- Role: Companion skill

Supply profile:
- Track: Coding and developer agents
- Scenario: Coding agents
- Applicable agents: Claude Code, CLI, Codex, Cursor, Python
- Maintenance: 5mo since push
- Risk: Needs review

Trust:
- Trust score: 79/100 Strong shortlist
- Audit: 80/100 Needs review

Attribution:
- Status: Community indexed
- Source: GitHub star discovery
- Creator: ag2ai
- Claim URL: https://www.openagentskill.com/skills/ag2ai-agents-failure-attribution#claim-this-skill

Install:
npx skills add ag2ai/Agents_Failure_Attribution

URLs:
- Web: https://www.openagentskill.com/skills/ag2ai-agents-failure-attribution
- API: https://www.openagentskill.com/api/agent/skills/ag2ai-agents-failure-attribution
- Install API: https://www.openagentskill.com/api/skills/ag2ai-agents-failure-attribution/install
- Repository: https://github.com/ag2ai/Agents_Failure_Attribution