ai-native-product
CommunityCalibrate autonomy in AI-native products.
Product & Management#calibration#ai-native#product-management#trust-building#human-ai#agency-control#eval-strategy
Authorericgandrade
Version1.0.0
Installs0
System Documentation
What problem does it solve?
AI-native product development faces challenges around misalignment, inconsistent AI behavior, and risky autonomous actions. This skill provides a framework to manage agency-control tradeoffs, establish continuous calibration, and design evaluation strategies for AI agents and AI-powered features.
Core Features & Use Cases
- CCCD Loop guidance for continuous calibration and confidence development
- Agency-level progression with structured graduation criteria and safeguards
- Evaluation strategy design including unit, behavioral, adversarial, and production evals
- Calibration planning with data collection, pattern recognition, and rollout governance
- AI-native discovery and architecture guidance tailored for AI-powered products
- Templates and artifacts to formalize governance, risk, and trust-building
Quick Start
Ask Claude to apply the AI-native product framework to design agency control, calibration loops, and eval strategies for an AI feature.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: ai-native-product Download link: https://github.com/ericgandrade/claude-superskills/archive/main.zip#ai-native-product Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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