Agent Swarm Workflow
Analysis
This workflow is not malicious, but it should be reviewed carefully because it tells multiple AI agents to coordinate and edit a codebase with limited built-in approval or containment guidance.
Findings (4)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
Checks for instructions or behavior that redirect the agent, misuse tools, execute unexpected code, cascade across systems, exploit user trust, or continue outside the intended task.
Pick the next bead you can actually do usefully now and start coding on it immediately ... fix or revise them if necessary ... Don't restrict yourself to the latest commits, cast a wider net
The workflow grants agents broad code-modification authority and encourages immediate autonomous edits, including edits to other agents' work, without explicit human approval or containment steps.
ntm spawn myproject --cc=3 --cod=2 --gmi=1 ... Keep running this until they stop finding bugs.
The workflow intentionally creates multiple agent sessions and can keep them iterating; this is disclosed, but the artifact does not include explicit stop or teardown instructions.
Agent Mail server running (`am` or `~/projects/mcp_agent_mail/scripts/run_server_with_token.sh`) ... NTM available for session management
The skill depends on external local tools and a referenced helper script that are not included in the artifact set; this is expected for an instruction-only workflow but requires user-side provenance checks.
Checks for exposed credentials, poisoned memory or context, unclear communication boundaries, or sensitive data that could leave the user's control.
register with MCP Agent Mail and introduce yourself to the other agents ... check your agent mail and ... respond if needed to any messages
The workflow relies on MCP Agent Mail for coordination among agents, but the visible instructions do not specify trust boundaries, message origin checks, or what project information may be shared.
