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/ralph-analytics
Show analytics and metrics from agent loop execution history
Claude Code
$ npx -y skills add jmagly/aiwg --skill ralph-analytics --agent claude-code
Codex
$ npx skills add jmagly/aiwg --skill ralph-analytics -a codex -y
Cursor
$ npx skills add jmagly/aiwg --skill ralph-analytics -a cursor -y
Gemini CLI
$ npx skills add jmagly/aiwg --skill ralph-analytics -a gemini-cli -y
GitHub Copilot
$ npx skills add jmagly/aiwg --skill ralph-analytics -a github-copilot -y
OpenCode
$ npx skills add jmagly/aiwg --skill ralph-analytics -a opencode -y
Windsurf
$ npx skills add jmagly/aiwg --skill ralph-analytics -a windsurf -y
SKILL.md
ralph-analytics.SKILL.mdnamespace: aiwg
name: ralph-analytics
platforms: [all]
description: Show analytics and metrics from agent loop execution history
commandHint:
category: ralph
Al Analytics Command
Display aggregate analytics and metrics from agent loop execution history.
Instructions
When invoked, analyze agent loop data and present metrics:
1. **Scan Loop History**
- Load all loop records from `.aiwg/ralph/`
- Load reflections from `.aiwg/ralph/reflections/`
- Load debug memory from `.aiwg/ralph/debug-memory/`
2. **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
3. **Pattern Analysis**
- Most common failure types
- Most effective fix patterns
- Average time per iteration
- Quality trajectory per loop
4. **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
- @$AIWG_ROOT/agentic/code/addons/agent-loop/schemas/reflection-memory.json - Reflection schema
- @$AIWG_ROOT/agentic/code/addons/agent-loop/schemas/debug-memory.yaml - Debug memory schema
- @$AIWG_ROOT/agentic/code/addons/agent-loop/docs/reflection-memory-guide.md - Guide
Read more
namespace: aiwg name: ralph-analytics platforms: [all] description: Show analytics and metrics from agent loop execution history commandHint: category: ralph
Al Analytics Command
Display aggregate analytics and metrics from agent loop execution history.
Instructions
When invoked, analyze agent loop data and present metrics:
1. **Scan Loop History**
- Load all loop records from `.aiwg/ralph/`
- Load reflections from `.aiwg/ralph/reflections/`
- Load debug memory from `.aiwg/ralph/debug-memory/`
2. **Calculate Metrics**
- **Success rate**: % of loops that completed successfully
- **Average iterations**: Mean iterations to completion
- **Reflection reuse rate**: % of reflections applied in subsequent loops
- **Stuck loop rate**: % of loops that hit stuck detection
- **Escalation rate**: % requiring human intervention
3. **Pattern Analysis**
- Most common failure types
- Most effective fix patterns
- Average time per iteration
- Quality trajectory per loop
4. **Display Dashboard**
- Summary metrics table
- Trend indicators (improving/stable/degrading)
- Recommendations for improvement
Arguments
- `--since [date]` - Analyze loops from date (default: all)
- `--loop [id]` - Analyze specific loop
- `--export [path]` - Export analytics to file
- `--brief` - Show summary only
References
- @$AIWG_ROOT/agentic/code/addons/agent-loop/schemas/reflection-memory.json - Reflection schema
- @$AIWG_ROOT/agentic/code/addons/agent-loop/schemas/debug-memory.yaml - Debug memory schema
- @$AIWG_ROOT/agentic/code/addons/agent-loop/docs/reflection-memory-guide.md - Guide
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Questions about ralph-analytics.
- Which coding agents can use ralph-analytics?
- ralph-analytics installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.