Extract durable memories from recent conversation turns into user, feedback, project, and reference categories while avoiding stale code-state facts.
Scanned 9/2/2026
Install to Claude Code
npx -y skills add shengdabai/Tony-Claude-Code-Skills --skill memory-extractor --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: memory-extractor
description: Extract durable memories from recent conversation turns into user, feedback, project, and reference categories while avoiding stale code-state facts.
---
# Memory Extractor
Use this skill when you want to persist durable collaboration context from the latest conversation turns.
## Use It For
- capturing user preferences
- saving feedback about how to work
- recording non-code project constraints or deadlines
- storing pointers to external systems
## Avoid It For
- storing code structure or file locations
- saving short-lived task state that belongs in a plan
- duplicating an existing memory topic without checking first
## Quick Start
Build a manifest of existing memories:
```bash
python3 {baseDir}/scripts/memory_manifest.py --memory-root /path/to/memory
```
Then use the portable prompt in [references/prompt-template.md](./references/prompt-template.md).
## Four Types
- `user`
- `feedback`
- `project`
- `reference`
## Rules
- save only durable signals
- avoid code-state facts that can drift
- prefer updating an existing topic file
- organize by topic, not chronology
## Supporting Files
- Prompt template: [references/prompt-template.md](./references/prompt-template.md)
- Source notes: [references/source-notes.md](./references/source-notes.md)
- Helper script: `python3 {baseDir}/scripts/memory_manifest.py ...`
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