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Auto Claude Code Research In Sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops

MCPDeveloper Toolsby wanshuiyin

Heuristic Score

Trust Verdict

High Trust95% trust score

Heuristic Score: Static analysis passed · Behavioral sandbox pending No behavioral sandbox report yet — submit for a full SGC audit.

Install in Claude Desktop

⚠ Heuristic Score only — behavioral sandbox not yet run. Review source code before installing in production.

Copy the MCP config and paste it into your Claude Desktop mcp_settings.json.

{
  "agent_id": "agent-gh-c6325b80",
  "agent_name": "Auto Claude Code Research In Sleep",
  "trust_score": 0.947,
  "audit_status": "certified",
  "mcp_config": {
    "mcpServers": {
      "auto-claude-code-research-in-sleep": {
        "command": "npx",
        "args": [
          "-y",
          "@wanshuiyin/auto-claude-code-research-in-sleep"
        ]
      }
    }
  },
  "instructions": "Add the 'mcpServers' block to ~/.cursor/mcp.json (Cursor) or ~/Library/Application Support/Claude/claude_desktop_config.json (Claude Desktop)."
}

Usage Guide

Visit https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep
Follow the README instructions
Install dependencies
Configure as MCP server

Audit Report

Status

Heuristic Score

Confidence

—

Audit Cases

Report ID

—

Last Audited

—

Ruleset Version

sgc-layer1-2026.03

About Heuristic Scores: This tool has been statically analyzed but not yet run through the Veragent behavioral sandbox. Submit it for a full SGC audit to get a real-report confidence score.

Trust Badge

Embed this badge in your README or project page:

[![Veragent Trust](https://veragent-backend-copper-bush-2044.fly.dev/api/v1/governance/marketplace/agents/agent-gh-c6325b80/badge)](https://veragent.store/agents/agent-gh-c6325b80)

Technical DetailsRaw trust signals, training provenance

Trust Signals

audit_status (raw): certified
sgc_risk_tier: —
trust_score: 0.9470
sgc_risk_score: —
sgc_confidence: —
sgc_audit_cases: 0
sgc_report_id: —
sgc_rule_layer_version: sgc-layer1-2026.03
last_audited_at: —
last_updated: 2026-06-13

Canonical: https://veragent.store/agents/agent-gh-c6325b80