The open-source tool iFixAi lets developers type "audit my AI" inside Claude Code to load a target AI agent's configuration, run 45 checks in under five minutes, and return a letter grade from A to F. Its focus is on dynamically detecting an agent's unintended behaviors that conventional performance benchmarks tend to miss.
AI Safety · Anthropic Platform
Claude Auditing Claude: AI That Inspects Other AI Agents
From automated alignment evaluation to enterprise audit logs and full-project inspection via Claude Code, a set of auditability capabilities is coming together across Anthropic's platform — with human review still built in.
7/10
planted test behaviors detected by the red-team agent
15/20
investigator agents found safety-bypass vulnerabilities
180 days
of exportable audit logs plus a Compliance API
Detection rates from Anthropic's alignment auditing agents
70%
Red-team agent
75%
Investigator agents
Strong but incomplete: results required human review of numerous transcripts — hence the recommendation to keep a human in the loop.
Audit capabilities across the platform
Model safety
Alignment auditing agents red-team / investigator / evaluation auto-probe behavior
Enterprise
Audit logs / Compliance API export 180 days, structured behavior records
Managed Agents
Permissions & audit per-tool permissions, credential vault, full audit log
Agent Skills
Security audit inspect all files incl. SKILL.md and scripts
Momentum
Custom Claude Code skills run parallel sub-agents for codebase-wide scoring & bug lists
One skill: 25 sub-skills + 18 parallel agents inspect SEO & schema in 10–15 min (MIT license)
Guardrails demanded
Persistent calls for audit trails, kill switches & approval gates
Direct access such as raw SSH seen as risky for autonomous agents
The focus for enterprise adoption is twofold: improving audit capability and governing the audit process itself.
Governance and auditability are becoming key adoption decisions, with competitors including multi-agent orchestration platforms such as UiPath's Maest
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