ralph-analytics
Show analytics and metrics from agent loop execution history
Target: Software development & testing. Automatically collected · unverified.
Excerpt from the author’s documentation
Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.
Read the original English text
Topics in the source
- Al Analytics Command
- Instructions
- Arguments
- References
Display aggregate analytics and metrics from agent loop execution history. 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 --since [date] - Analyze loops from date (default: all) --loop [id] - Analyze specific loop --export [path] - Export analytics to file --brief - Show summary only @$AIWGROOT/agentic/code/addons/agent-loop/schemas/reflection-memory.json - Reflection schema @$AIWGROOT/agentic/code/addons/agent-loop/schemas/debug-memory.yaml - Debug memory schema @$AIWGROOT/agentic/c
This is an excerpt. Refer to the complete source and its current requirements.
- Source repository
- jmagly/aiwg
- Source file
- agentic/code/addons/agent-loop/skills/ralph-analytics/SKILL.md
- Fixed revision
- 03e7d995b268bacac4efcbdf496bbe15fb567036
Sources and evidence
This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.
Author: jmagly/aiwg · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-12T05:02:16.324Z.
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