contextstellar
PackAI & modelsScores each of your agent's prompts and tool uses for clarity and token efficiency, then tunes its own weighting over time.
Unavailable. Delivery for this kind is on the roadmap — not serving yet.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
About this app
Context engineering plugin for Claude Code, real-time prompt scoring, RLM adaptive weights, and token optimization. Scores every tool use across 5 dimensions (token utilization, structural clarity, specificity, content density, cache-friendliness) and learns optimal weights for your project.
Signals
- GitHub stars
- 4k
- Forks
- 312
- Last commit
- Aug 2026
Advanced
- Item type
- plugin
- Key
anthropics-claude-plugins-community-contextstellar- Source
- github.com/anthropics/claude-plugins-community