Claude Statusline
Description
Research shows that LLM quality degrades as the context window fills up — even the best models lose retrieval accuracy at longer contexts. But you can't see this happening. Context Stats makes it visible:
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
Keep your model sharp. Ship with confidence.
Real-time model intelligence monitoring for Claude Code — know exactly when your model is at peak quality and when it's time for a fresh session.
[](https://pypi.org/project/cc-context-stats/) [](https://www.npmjs.com/package/cc-context-stats) [](https://pypi.org/project/cc-context-stats/) [](https://www.npmjs.com/package/cc-context-stats) [](https://opensource.org/licenses/MIT)
**Always use Claude at its best** — monitor model intelligence in real-time so you know exactly when quality starts to drop.
Why Context Stats?
Research shows that LLM quality degrades as the context window fills up — even the best models lose retrieval accuracy at longer contexts. But you can't see this happening. Context Stats makes it visible:
- Model Intelligence (MI) - A benchmark-calibrated score (1.000 → 0.000) that tracks how much quality has degraded, with per-model profiles for Opus, Sonnet, and Haiku
- Know your zone - See if you're in the Smart Zone, Dumb Zone, or Wrap Up Zone
- Track context usage - Real-time monitoring with live-updating ASCII graphs
- Get early warnings - Color-coded alerts tell you when to start a fresh session
- Per-model awareness - Opus retains quality longer than Sonnet, which degrades faster than Haiku. MI reflects this automatically
Context Zones
| Zone | Context Used | Status | What It Means |
|---|---|---|---|
| 🟢 Smart Zone | < 40% | Optimal | Claude is performing at its best |
| 🟡 Dumb Zone | 40-80% | Degraded | Context getting full, Claude may miss details |
| 🔴 Wrap Up Zone | > 80% | Critical | Better to wrap up and start a new session |
Installation
Shell Script
For the quickest setup:
...
Related Skills
Auto Update
Pull the latest ECC repo changes and reinstall the current managed targets.
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Navigate ECC's current agents, skills, commands, hooks, install profiles, and docs from the live repository su
Development Epic Claim
Claim an epic issue, stamp coordination state, and sync local ownership.
Development Epic Publish
Publish a validated epic update back to the issue and local cache.
Development Epic Review
Mark epic review requested, approved, or changes requested.
Development Epic Unblock
Sweep blocked epic issues and reopen anything whose dependencies are closed.
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src/agents/ — 11 Agent Definitions
**Generated:** 2026-04-11