observatory

Community

Improve 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 required

Components

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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