ralph-memory
SolidManage Al semantic memory entries — list, query, and clear lessons learned across loop iterations
AI & Automation 142 stars
21 forks Updated yesterday MIT
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Skill Content
<!-- AIWG-SKILL-CALLOUT -->
> **Skill access pattern (post-kernel-pivot, 2026.5+)**
>
> Skill names referenced in this document are AIWG skills, **not slash commands**. Most are not kernel-listed and cannot be invoked as `/skill-name` by the platform. Reach them via:
>
> ```bash
> aiwg discover "<capability>"
> aiwg show skill <name>
> ```
>
> Only kernel-listed skills (`aiwg-doctor`, `aiwg-refresh`, `aiwg-status`, `aiwg-help`, `use`, `steward`) are directly invokable as slash commands. See [skill-discovery rule](../../../addons/aiwg-utils/rules/skill-discovery.md).
# Al Memory
Inspect and manage the semantic memory that Al accumulates across loop iterations. Memory entries record lessons learned, failure patterns, and success patterns so that later iterations — and future loops on similar tasks — benefit from what earlier attempts discovered.
## Natural Language Triggers
Users may say:
- "ralph memory"
- "ralph memories"
- "list ralph memory"
- "query ralph memory"
- "what has ralph learned"
- "show ralph lessons"
- "clear ralph memory"
## Parameters
### Subcommand (required)
One of `list`, `query`, or `clear`.
### --loop-id (optional)
Scope the operation to a specific loop's memory. If omitted, operates on the global memory store (`.aiwg/ralph/memory.json`).
```
/ralph-memory list --loop-id abc123
```
### --query (optional, used with `query` subcommand)
Text to search for in memory entries. Matches against `lesson`, `pattern`, `context`, and `tags` fields.
```
/r...
Details
- Author
- jmagly
- Repository
- jmagly/aiwg
- Created
- 9 months ago
- Last Updated
- yesterday
- Language
- TypeScript
- License
- MIT
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