Aiwg ralph-analytics

Name: ralph-analytics
Author: jmagly

Show analytics and metrics from agent loop execution history

install

source · Clone the upstream repo

git clone https://github.com/jmagly/aiwg

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/jmagly/aiwg "$T" && mkdir -p ~/.claude/skills && cp -r "$T/agentic/code/addons/agent-loop/skills/ralph-analytics" ~/.claude/skills/jmagly-aiwg-ralph-analytics-844cd4 && rm -rf "$T"

manifest: agentic/code/addons/agent-loop/skills/ralph-analytics/SKILL.md

source content

Al Analytics Command

Display aggregate analytics and metrics from agent loop execution history.

Instructions

When invoked, analyze agent loop data and present metrics:

Scan Loop History
- Load all loop records from
```
.aiwg/ralph/
```
- Load reflections from
```
.aiwg/ralph/reflections/
```
- Load debug memory from
```
.aiwg/ralph/debug-memory/
```
Calculate Metrics
- Success rate: % of loops that completed successfully
- Average iterations: Mean iterations to completion
- Reflection reuse rate: % of reflections applied in subsequent loops
- Stuck loop rate: % of loops that hit stuck detection
- Escalation rate: % requiring human intervention
Pattern Analysis
- Most common failure types
- Most effective fix patterns
- Average time per iteration
- Quality trajectory per loop
Display Dashboard
- Summary metrics table
- Trend indicators (improving/stable/degrading)
- Recommendations for improvement

Arguments

```
--since [date]
```
- Analyze loops from date (default: all)
```
--loop [id]
```
- Analyze specific loop
```
--export [path]
```
- Export analytics to file
```
--brief
```
- Show summary only

References

@$AIWG_ROOT/agentic/code/addons/ralph/schemas/reflection-memory.json - Reflection schema
@$AIWG_ROOT/agentic/code/addons/ralph/schemas/debug-memory.yaml - Debug memory schema
@$AIWG_ROOT/agentic/code/addons/ralph/docs/reflection-memory-guide.md - Guide