self-improving-agent
Warn
Audited by Gen Agent Trust Hub on Apr 12, 2026
Risk Level: MEDIUMDATA_EXFILTRATIONPROMPT_INJECTIONCOMMAND_EXECUTION
Full Analysis
- [DATA_EXFILTRATION]: Accesses sensitive interaction history and learned patterns stored in the user's home directory under
~/.claude/projects/. This data includes project metadata, build commands, and debugging insights, which represent sensitive developer context.\n- [PROMPT_INJECTION]: Implements a self-improvement loop that ingests data from auto-generated memory files. This creates an indirect prompt injection surface where untrusted content (such as error messages from external tools) could be recorded in memory and subsequently promoted to persistent project rules inCLAUDE.md.\n - Ingestion points:
MEMORY.mdand topic-specific Markdown files within the agent's project-specific memory directory.\n - Boundary markers: None identified in the provided skill logic; memory entries are processed as raw text patterns.\n
- Capability inventory: Capability to modify
CLAUDE.mdand.claude/rules/files, which define high-priority instructions for the agent's future sessions.\n - Sanitization: No automated sanitization or integrity checking of the ingested memory content is performed; the system relies exclusively on manual user approval during the promotion workflow.\n- [COMMAND_EXECUTION]: Utilizes shell commands (e.g.,
wc,ls,grep,sed) to programmatically locate, analyze, and manage internal memory files and project instruction files.
Audit Metadata