Compactor Stats
SkillSearchStats display — context savings, session metrics, compactions, sandbox and recall/search counters.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Compactor Stats skill
What this skill tells your AI
The instructions your AI receives, as published by neuron-mr-white/unipi in packages/compactor/skills/compactor-stats/SKILL.md and read by ahel’s review.
Display and interpret compactor statistics.
Commands and Tools
/unipi:compact-stats— user-facing dashboardcompactor_statstool — agent-callable statsctx_statstool — deprecated alias
Metrics Explained
| Metric | Description |
|---|---|
| Session events | Events tracked for the current session in the compactor session DB |
| Compactions | Number of compaction events recorded |
| Tokens saved | Estimated tokens freed by compaction, using Pi token counts when available and DB fallbacks otherwise |
| Compression ratio | Approximate before/kept ratio from stored compaction stats |
| Sandbox runs | Agent sandbox executions recorded in runtime counters/DB |
| Search queries | Session recall/search queries recorded in runtime counters/DB |
Health Indicators
- Compactions > 0 on long sessions = compaction is happening.
- Tokens saved > 0 after compaction = savings were recorded.
- Sandbox runs increasing = sandbox tool usage is tracked.
- Search queries increasing = recall/search activity is tracked.
Reading Stats
📊 Compactor Stats
Session events: 42
Compactions: 3
Tokens saved: 15000
Sandbox runs: 7
Search queries: 15
This means:
- 42 events are tracked for the session.
- 3 compactions saved roughly 15K tokens.
- 7 sandbox executions and 15 recall/search queries were recorded.
Project content indexing stats are not owned by compactor; use read/bash (rg) for file search.
Signals
- GitHub stars
- 66
- Forks
- 15
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
compactor-stats- Source
- github.com/neuron-mr-white/unipi