ToolTrust
B17/100
wanshuiyin

auto-claude-code-research-in-sleep

mcp0.4.15

@wanshuiyin

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

By wanshuiyin | 6 findings | Scanned 6/3/2026 | tooltrust-scanner/v0.3.13 | 11.2k

1 High1 Low4 Info

Risk Summary

Safe With Normal Controls

Dep Visibility is the main signal, but overall risk remains within an acceptable range.

Potential impact: This finding indicates the tool should be reviewed before it is trusted.

Recommended action: No high-risk findings were detected in this scan, but you should still apply least-privilege defaults and rescan after changes.

Suggested policy: keep this tool behind manual approval, do not allow unattended runs, and re-scan after narrowing risky permissions.

Security Findings (6)

  • HighAS-002

    ⚠️Excessive Permissions

    get_decoder_url:tool declares network permission

    Fix: Tool requests broad permissions (exec/fs/network). Validate input parameters using Enums where possible, and restrict file system operations to explicit allowed directories.

  • LowAS-011

    ℹ️Missing Rate-Limit / Timeout

    get_decoder_url:tool performs network or execution operations but declares no rate-limit, timeout, or retry configuration

    Fix: Declare explicit rate-limit, timeout, and retry configuration for all network and execution tools. Implement exponential back-off and surface resource state to the calling agent.

  • InfoAS-014

    ℹ️Dependency Inventory Unavailable ×4

    Tool did not expose metadata.dependencies or repo_url, so supply-chain coverage is limited.

    classify_sleep_causeget_cause_infolist_causesget_decoder_url

    Fix: Review and remediate the identified issue.

Scan this tool yourself

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Install once, then scan any MCP server:

$ curl -sfL https://raw.githubusercontent.com/AgentSafe-AI/tooltrust-scanner/main/install.sh | bash
$ tooltrust-scanner scan --server "npx -y auto-claude-code-research-in-sleep"

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