Skip to content
cccskills
FreePublished on GitHub

memory-merger

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`.

The English summary is being prepared. Showing the original description.

See how to install

Files included (1)

  • SKILL.md3.8 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

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

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Primary accessibility skill for VS Code. REQUIRED for new feature and contribution work, and also applies to updates of existing UI. Covers accessibility help dialogs, accessible views, verbosity settings, signals, ARIA announcements, keyboard navigation, and ARIA labels/roles.

The English summary is being prepared. Showing the original description.

jcasnellie69/homelab-config2Updated Oct 16, 2026

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 this architecture", "onboard me to this repo", or "create codebase docs". Do not trigger for routine feature implementation, bug fixes, or narrow code edits unless the user asks for repository-level discovery.

The English summary is being prepared. Showing the original description.

jcasnellie69/homelab-config2Updated Oct 16, 2026

Act on user feedback attached to the current session. Use when the user submits feedback on the session's changes via the Submit Feedback button.

The English summary is being prepared. Showing the original description.

jcasnellie69/homelab-config2Updated Oct 16, 2026

Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.

The English summary is being prepared. Showing the original description.

jcasnellie69/homelab-config2Updated Oct 16, 2026

Use when adding, modifying, or reviewing VS Code configuration policies. Covers the full policy lifecycle from registration to export to platform-specific artifacts. Run on ANY change that adds a `policy:` field to a configuration property.

The English summary is being prepared. Showing the original description.

jcasnellie69/homelab-config2Updated Oct 16, 2026

Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-based access controls for agent tool usage - Adding semantic intent classification to detect dangerous prompts - Creating trust scoring systems for multi-agent workflows - Building audit trails for agent actions and decisions - Enforcing rate limits, content filters, or tool restrictions on agents - Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen)

The English summary is being prepared. Showing the original description.

jcasnellie69/homelab-config2Updated Oct 16, 2026

See all skills by jcasnellie69

Report a problem with this skill