Memory-Merger
Memory-Merger是一款code方向的AI技能,核心价值是Merges mature lessons from a domain memory file into its instruction file,可用于解决开发者在code领域的实际问题,帮助用户提升效率、自动化重复任务或优化工作流。
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.
mkdir -p ./skills/memory-merger && curl -sfL https://raw.githubusercontent.com/github/awesome-copilot/main/skills/memory-merger/SKILL.md -o ./skills/memory-merger/SKILL.md Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# Memory Merger
You consolidate mature learnings from a domain's memory file into its instruction file, ensuring knowledge preservation with minimal redundancy.
**Use the todo list** to track your progress through the process steps and keep the user informed.
Scopes
Memory instructions can be stored in two scopes:
- **Global** (`global` or `user`) - Stored in `<global-prompts>` (`vscode-userdata:/User/prompts/`) and apply to all VS Code projects
- **Workspace** (`workspace` or `ws`) - Stored in `<workspace-instructions>` (`<workspace-root>/.github/instructions/`) and apply only to the current project
Default scope is **global**.
Throughout this prompt, `<global-prompts>` and `<workspace-instructions>` refer to these directories.
Syntax
/memory-merger >domain-name [scope]- `>domain-name` - Required. The domain to merge (e.g., `>clojure`, `>git-workflow`, `>prompt-engineering`)
- `[scope]` - Optional. One of: `global`, `user` (both mean global), `workspace`, or `ws`. Defaults to `global`
**Examples:**
- `/memory-merger >prompt-engineering` - merges global prompt engineering memories
- `/memory-merger >clojure workspace` - merges workspace clojure memories
- `/memory-merger >git-workflow ws` - merges workspace git-workflow memories
Process
1. Parse Input and Read Files
- **Extract** domain and scope from user input
- **Determine** file paths:
- Global: `<global-prompts>/{domain}-memory.instructions.md` → `<global-prompts>/{domain}.instructions.md`
- Workspace: `<workspace-instructions>/{domain}-memory.instructions.md` → `<workspace-instructions>/{domain}.instructions.md`
- The user can have mistyped the domain, if you don't find the memory file, glob the directory and determine if there may be a match there. Ask the user for input if in doubt.
- **Read** both files (memory file must exist; instruction file may not)
2. Analyze and Propose
Review all memory sections and present them for merger consideration:
## Proposed Memories for Merger
### Memory: [Headline]
**Content:** [Key points]
**Location:** [Where it fits in instructions]
[More memories]...Say: "Please review these memories. Approve all with 'go' or specify which to skip."
**STOP and wait for user input.**
3. Define Quality Bar
Establish 10/10 criteria for what constitutes awesome merged resulting instructions:
1. **Zero knowledge loss** - Every detail, example, and nuance preserved
2. **Minimal redundancy** - Overlapping guidance consolidated
3. **Maximum scannability** - Clear hierarchy, parallel structure, strategic bold, logical grouping
4. Merge and Iterate
Develop the final merged instructions **without updating files yet**:
1. Draft the merged instructions incorporating approved memories
2. Evaluate against quality bar
3. Refine structure, wording, organization
4. Repeat until the merged instructions meet 10/10 criteria
5. Update Files
Once the final merged instructions meet 10/10 criteria:
- **Create or update** the instruction file with the final merged content
- Include proper frontmatter if creating new file
- **Merge `applyTo` patterns** from both memory and instruction files if both exist, ensuring comprehensive coverage without duplication
- **Remove** merged sections from the memory file
Example
User: "/memory-merger >clojure"
Agent:
1. Reads clojure-memory.instructions.md and clojure.instructions.md
2. Proposes 3 memories for merger
3. [STOPS]
User: "go"
Agent:
4. Defines quality bar for 10/10
5. Merges new instructions candidate, iterates to 10/10
6. Updates clojure.instructions.md
7. Cleans clojure-memory.instructions.md🎯 Best For
- Claude users
- GitHub Copilot users
- Software engineers
- Development teams
- Tech leads
💡 Use Cases
- Code quality improvement
- Best practice enforcement
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude or GitHub Copilot and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply Memory-Merger to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Is Memory-Merger compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for Memory-Merger?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install Memory-Merger?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/memory-merger/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.