agent-correction-capture
OfficialCapture user corrections as structured signals.
Authorm2ai-portfolio
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Corrections to agent outputs are often lost, yet they are the highest-quality signal for improving agents. This skill documents how to capture such corrections as structured events (user_correction_submitted) to feed evaluation pipelines, feedback loops, and quality reporting.
Core Features & Use Cases
- Event schema: Emit a user_correction_submitted event with fields like agent_run_id, correction_surface, severity, timestamp, and optional fields that tie the correction to a specific run or artifact.
- Surface coverage: Capture corrections from chat, inline edits, HIL (human-in-the-loop) gates, and async reviews.
- Downstream utility: Feed eval generation, acceptance-rate analysis, and error-pattern clustering.
Quick Start
Integrate the event emission into your UI or agent loop to start sending user_correction_submitted events to your analytics system.
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: agent-correction-capture Download link: https://github.com/m2ai-portfolio/m2ai-skills-pack/archive/main.zip#agent-correction-capture Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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