/ralph-reflect

namespace: aiwg
name: ralph-reflect
platforms: [all]
description: View and manage agent loop reflections and episodic memory
commandHint:
  category: ralph

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.

1. Load reflections from `.aiwg/ralph/reflections/loops/` 2. Display each reflection with:

• Trial number, timestamp
• Outcome (success/failure/partial)
• Reflection text
• Strategy change

Subcommand: patterns

Show recurring patterns across all loops.

1. Load `.aiwg/ralph/reflections/patterns/` 2. Display patterns by frequency 3. Show success rate for each pattern 4. Highlight patterns applicable to current context

Subcommand: clear

Archive and clear reflection history.

1. Archive current reflections to timestamped directory 2. Reset loops and patterns directories 3. 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

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

Storage Routing (#934, #967)

This skill's persistence flows through `resolveStorage('reflections')`. On the default `fs` backend reflections live at `.aiwg/reflections/`. To redirect into Obsidian, Logseq, Fortemi, or another backend without changing this skill, configure `roots.reflections` or `backends.reflections` in `.aiwg/storage.config` (#934).

When this skill needs to read/write reflections from a Bash step, prefer the storage-routed CLI:

aiwg reflections list --prefix sessions/
aiwg reflections get sessions/2026-04-28.md
echo "# reflection" | aiwg reflections put sessions/2026-04-28.md
echo '{"event":"reflect","summary":"..."}' | aiwg reflections append-log sessions/log.jsonl

The legacy direct-fs paths continue to work on the default `fs` backend — byte-identical to what the adapter writes — but only the adapter route honors `storage.config` redirection.