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deep-mind β€” Critical Thinking Engine for AI Coding Agents

Stars License Agents Install OpenCode

Makes AI coding agents think critically, reason deeply, and act with integrity. No hallucination. No excuses. No sycophancy.

Quick Install

npx skills add vtino17/deep-mind-skill

For Claude Code:

/plugin marketplace add vtino17/deep-mind-skill

Usage

Once installed, just include any of these in your prompt:

Commands:

  • /think-deeper <question> β€” Full 8-stage reasoning
  • /critical <claim> β€” Adversarial review
  • /verify <statement> β€” Evidence gate
  • /deep-dive <problem> β€” Root cause analysis
  • /first-principles <concept> β€” Break down from fundamentals

Natural language:

  • "think deeper: why does this keep failing?"
  • "critical analysis: is this architecture correct?"
  • "verify: does this library support Python 3.13?"

Demo

User: /think-deeper why is port 443 open on 10.0.0.1?

Agent:
[DEEP-MIND] Applying the reasoning pipeline...

1. VERIFY β€” Port 443 open means HTTPS service running
2. GROUND β€” Nmap scan result: 443/tcp open https
3. REASON β€” HTTPS requires TLS certificate + web server
4. CHALLENGE β€” Could be non-HTTP service masquerading on 443
5. DECIDE β€” Confirmed: TLS handshake successful, subject: *.example.com

Features

  • 8-Stage Reasoning: research, clarify, deconstruct, analyze, synthesize, verify, self-correct, challenge
  • Anti-Hallucination: Blocks fabricated code and imaginary APIs
  • Evidence Gate: Every claim must cite real sources
  • Anti-Sycophancy: Rejects user flattery, tells the truth
  • Zero Dependencies: Pure markdown, no pip/npm install needed
  • Agent-Agnostic: Works with Claude Code, Codex, Cursor, Windsurf, Aider, Cline, Continue, Roo Code, Gemini CLI, Copilot CLI, OpenCode
  • Plugin support: OpenCode slash commands

How It Works

When the skill is selected, it applies eight stages:

0. RESEARCH      Verify uncertain and time-sensitive facts
1. CLARIFY       Bound the request and expose assumptions
2. DECONSTRUCT   Split the problem into testable parts
3. ANALYZE       Compare evidence, risks, and alternatives
4. SYNTHESIZE    Build a coherent answer from verified parts
5. VERIFY        Test claims, outputs, and edge cases
6. SELF-CORRECT  Review and repair material weaknesses
7. CHALLENGE     Apply the strongest credible counterargument

If any stage fails, the agent reports the gap instead of guessing.

Supported AI Agents

Agent Distribution included Invocation
Claude Code Yes Skill or slash commands
Cursor Yes Skill reference
OpenCode Yes Plugin commands and skill reference
Codex CLI Generic skill copy Skill reference
Windsurf, Copilot CLI, Cline, Continue, Aider, Roo Code Installer target Manual skill reference; verify against the installed agent version

Packaging support does not guarantee identical runtime behavior across agents.

Repositories

Repo Stars Description
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taskcapsule Task context manager
network-security-lab Enterprise network security lab
mikrotik-hardening RouterOS security configs
incident-response-playbooks IR playbooks and scripts
vuln-scanner Vulnerability scanner
pcap-forensics PCAP analysis tool
network-automation-toolkit Multi-vendor automation

License

MIT β€” use, modify, share freely.

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🧠 Critical Thinking Engine for AI Coding Agents β€” No hallucination, no excuses, no sycophancy

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