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200iq-ai-agent

by theshimaw-svg · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
75
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Install in OpenClaw
/install 200iq-ai-agent
Description
Enhance your AI with optimized planning, ROI-based decisions, self-correction, and execution for complex tasks and measurable results.
README (SKILL.md)

200IQ AI Agent — Genius Mode for Your AI

Turn your AI agent into a 200 IQ genius! Solve complex problems, plan optimally, and execute tasks like a $10M founder combined with a master strategist.

Features

  • Decision engine evaluates tasks by ROI and efficiency
  • High-IQ prompt optimizer for smarter outputs
  • Self-correcting learning loop
  • Execution delegation to maximize speed and success
  • Action plans with measurable results

Activation

Say:

  • "Activate 200IQ AI Agent"
  • "Make my AI 200 IQ for this task: [task]"
  • "Generate a high-IQ action plan for [goal]"

Usage

  1. AI generates optimized prompts and action plan
  2. Evaluates which actions produce measurable results
  3. Executes tasks with ROI threshold
  4. Logs everything and self-corrects
  5. Produces outputs the user can implement immediately
Usage Guidance
The code appears to do what the description claims, but take precautions before installing: 1) Review and change the logger paths so logs are written inside the skill's own sandbox (avoid '../logs' or other relative paths that escape the skill directory). 2) Understand that "log everything" can persist sensitive inputs (passwords, API keys, private data you feed into tasks); avoid sending secrets to the skill or sanitize inputs. 3) If you expect the skill to delegate to other tools/agents, ask for or inspect the implementation of delegation — currently it's only mentioned, not concretely implemented. 4) Run the skill in an isolated environment (container or VM) if you plan to use real data, especially until logging and delegation behaviors are hardened. 5) If you intend to enable autonomous invocation, confirm there are limits on what the agent may call or persist. These steps will reduce the main risks (unexpected persistent writes and accidental logging of sensitive data).
Capability Analysis
Type: OpenClaw Skill Name: 200iq-ai-agent Version: 1.0.0 The skill bundle is a task-prioritization framework that uses a simulated 'ROI' metric to rank and execute tasks. The Python logic in files like decision_engine.py and execution_agent.py is straightforward, focusing on mathematical calculations and logging to local files (logger.py). There is no evidence of network activity, shell execution, data exfiltration, or malicious prompt injection; the '200 IQ' branding in SKILL.md is purely stylistic persona-steering aligned with the stated purpose of task optimization.
Capability Assessment
Purpose & Capability
Name/description match the delivered code: prompt optimization, ROI-based ranking, execution simulation, and self-correction are implemented in the included modules. No unexpected network or cloud credentials are requested, which is consistent with an on-device planning/agent helper.
Instruction Scope
SKILL.md tells the agent to "log everything" and to "delegate sub-tasks to tools/agents" but the code does not constrain what is logged or how delegation is performed. The instructions are vague and grant the agent broad discretion over what to include in logs and what external tools/agents to involve — raising the risk of persisting sensitive inputs or triggering unintended actions.
Install Mechanism
This is instruction-only with embedded Python modules, and there is no install spec or external download. That reduces supply-chain risk.
Credentials
No environment variables, binaries, or credentials are required. The set of declared requirements is minimal and proportionate to the stated functionality.
Persistence & Privilege
logger.py writes to '../logs/journal.log' and '../logs/actions.json' by default (relative path up one directory). Writing to a parent directory can cause persistent files outside the skill bundle, potentially exposing or overwriting host files and persisting sensitive task inputs. log_actions uses 'w' (overwrite) which could clobber existing files. The skill is not marked always:true, but its file-write behavior is a persistent side effect that should be constrained or configurable.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install 200iq-ai-agent
  3. After installation, invoke the skill by name or use /200iq-ai-agent
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Follow me on x @SaasKafle
Metadata
Slug 200iq-ai-agent
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is 200iq-ai-agent?

Enhance your AI with optimized planning, ROI-based decisions, self-correction, and execution for complex tasks and measurable results. It is an AI Agent Skill for Claude Code / OpenClaw, with 75 downloads so far.

How do I install 200iq-ai-agent?

Run "/install 200iq-ai-agent" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is 200iq-ai-agent free?

Yes, 200iq-ai-agent is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does 200iq-ai-agent support?

200iq-ai-agent is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created 200iq-ai-agent?

It is built and maintained by theshimaw-svg (@theshimaw-svg); the current version is v1.0.0.

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