memory-mergertarafından github

Consolidates mature learnings from domain memory files into instruction files with quality-assured merging. Operates on two scopes: global (VS Code user prompts) and workspace (project-specific instructions), with configurable domain targeting Requires explicit user approval before merging, presenting proposed memories for review with proposed locations in the instruction hierarchy Enforces a 10/10 quality bar during merge: zero knowledge loss, minimal redundancy, and maximum scannability...

npx skills add https://github.com/github/awesome-copilot --skill memory-merger

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

github tarafından daha fazla skill

console-rendering
by github
Instructions for using the struct tag-based console rendering system in Go
acquire-codebase-knowledge
by github
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document…
acreadiness-assess
by github
Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc…
acreadiness-generate-instructions
by github
Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS…
acreadiness-policy
by github
Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting…
add-educational-comments
by github
Add educational comments to code files to transform them into effective learning resources. Adapts explanation depth and tone to three configurable knowledge levels: beginner, intermediate, and advanced Automatically requests a file if none is provided, with numbered list matching for quick selection Expands files by up to 125% using educational comments only (hard limit: 400 new lines; 300 for files over 1,000 lines) Preserves file encoding, indentation style, syntax correctness, and...
adobe-illustrator-scripting
by github
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate…
agent-governance
by github
Declarative policies, intent classification, and audit trails for controlling AI agent tool access and behavior. Composable governance policies define allowed/blocked tools, content filters, rate limits, and approval requirements — stored as configuration, not code Semantic intent classification detects dangerous prompts (data exfiltration, privilege escalation, prompt injection) before tool execution using pattern-based signals Tool-level governance decorator enforces policies at function...

NotebookLM Web Importer

Web sayfalarını ve YouTube videolarını tek tıkla NotebookLM'e aktarın. 200.000'den fazla kullanıcı tarafından güveniliyor.

Chrome Eklentisini Yükle