RLM Context Rot Detector
CommunityDetects Context Rot and protects prompts.
AuthorMagic8Ballin
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The RLM Context Rot Detector provides self-monitoring to identify Context Rot symptoms during long-context reasoning and triggers protective measures to preserve output quality.
Core Features & Use Cases
- Symptom detection: Monitors for circular reasoning, hedging language, missed connections, rushing, and contradictions.
- Severity scaling: Uses a 0-3 rot severity scale to decide actions.
- Protective measures: Supports switching to RLM mode, state dumps, or fresh-session recommendations when rot is detected.
- Self-reinforcement loop: Maintains persistent awareness of the detector across the session to prevent prompt decay.
Quick Start
Start the detector before engaging in large-context reasoning and follow the 3-strike rule to restart sessions when needed.
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: RLM Context Rot Detector Download link: https://github.com/Magic8Ballin/rlm-skills/archive/main.zip#rlm-context-rot-detector Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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