Awareness
CommunityProactive AI self-awareness and correction.
Software Engineering#reliability#AI safety#self-correction#awareness#confidence calibration#epistemic vigilance
Authorfabioc-aloha
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enhances AI responses by proactively identifying potential errors, self-correcting when wrong, flagging temporal uncertainties, and maintaining calibrated confidence, ensuring more reliable and trustworthy interactions.
Core Features & Use Cases
- Error Detection & Correction: Catches factual inaccuracies, overconfidence, and outdated information before they mislead the user.
- Temporal & Version Awareness: Qualifies claims with version numbers or timeframes, preventing outdated advice.
- Graceful Correction: Implements protocols for both self-correction and responding to user corrections without defensiveness.
- Use Case: When asked for the "best way" to implement a feature, the AI will not only provide a solution but also proactively mention potential downsides or alternative approaches, and qualify any version-specific details.
Quick Start
Use the awareness skill to ensure all factual claims are qualified with version numbers or temporal context.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: Awareness Download link: https://github.com/fabioc-aloha/AlexCook/archive/main.zip#awareness Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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