Aiwg ralph-reflect

View and manage agent loop reflections and episodic memory

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 "$T/.agents/skills/ralph-reflect" ~/.claude/skills/jmagly-aiwg-ralph-reflect && rm -rf "$T"

manifest: .agents/skills/ralph-reflect/SKILL.md

source content

Al Reflect Command

View, search, and manage reflections from agent loop iterations.

Instructions

Manage the Reflexion episodic memory stored in

.aiwg/ralph/reflections/

Subcommand: show

Display reflections for a specific loop or the most recent loop.

Load reflections from
```
.aiwg/ralph/reflections/loops/
```
Display each reflection with:
- Trial number, timestamp
- Outcome (success/failure/partial)
- Reflection text
- Strategy change

Subcommand: patterns

Show recurring patterns across all loops.

Load
```
.aiwg/ralph/reflections/patterns/
```
Display patterns by frequency
Show success rate for each pattern
Highlight patterns applicable to current context

Subcommand: clear

Archive and clear reflection history.

Archive current reflections to timestamped directory
Reset loops and patterns directories
Preserve index.yaml

Arguments

```
show [loop-id]
```
- Show reflections for loop (default: latest)
```
patterns
```
- Show learned patterns
```
clear
```
- Archive and clear reflections
```
--format [yaml|markdown|summary]
```
- Output format (default: markdown)
```
--last [n]
```
- Show only last n reflections
```
--loop [id]
```
- Filter by loop ID

References

@$AIWG_ROOT/agentic/code/addons/ralph/schemas/reflection-memory.json - Reflection schema
@$AIWG_ROOT/agentic/code/addons/ralph/docs/reflection-memory-guide.md - Guide
@.aiwg/research/findings/REF-021-reflexion.md - Research foundation