memory-merger
将领域记忆文件中的成熟经验合并到指令文件中,支持全局、用户和工作区范围。
npx skills add https://github.com/github/awesome-copilot --skill memory-mergerBefore / After 效果对比
1 组领域记忆文件中的宝贵经验分散,难以有效整合到指令文件中。智能体无法充分利用历史学习成果,导致决策效率低下,重复劳动。
Memory Merger智能合并成熟经验到指令文件。支持全局、用户和工作区范围,确保智能体能持续学习进化,显著提升决策质量和效率。
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 (
globaloruser) - Stored in<global-prompts>(vscode-userdata:/User/prompts/) and apply to all VS Code projects - Workspace (
workspaceorws) - 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, orws. Defaults toglobal
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
- Global:
- 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:
- Zero knowledge loss - Every detail, example, and nuance preserved
- Minimal redundancy - Overlapping guidance consolidated
- Maximum scannability - Clear hierarchy, parallel structure, strategic bold, logical grouping
4. Merge and Iterate
Develop the final merged instructions without updating files yet:
- Draft the merged instructions incorporating approved memories
- Evaluate against quality bar
- Refine structure, wording, organization
- 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
applyTopatterns 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
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