observatory
CommunityImprove AI agent performance.
Authorjuanandresgs
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of AI agents not learning from their mistakes or inefficiencies, leading to repeated errors and suboptimal performance over time.
Core Features & Use Cases
- Automated Analysis: Continuously analyzes agent execution traces to identify patterns of failure and inefficiency.
- Actionable Suggestions: Proposes concrete, prioritized improvements to the system or agent behavior.
- Feedback Loop: Tracks accepted, rejected, and deferred suggestions to refine the AI's operation.
- Use Case: After an agent repeatedly fails to correctly parse a specific file format, the observatory identifies this pattern, suggests a code fix in the parsing script, and tracks whether the fix resolves the issue.
Quick Start
Run the observatory skill to analyze agent traces and suggest an improvement.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 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: observatory Download link: https://github.com/juanandresgs/claude-ctrl/archive/main.zip#observatory Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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