Agent skill

Memory Mine

Mine project files or conversations into the MemPalace memory system.

MITAuto-check passedAI & LLM Engineering

Install Memory Mine

skills CLI

$ npx skills add dimetron/pi-go --skill memory-mine -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install dimetron/pi-go memory-mine --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/dimetron/pi-go.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.pi-go/skills/memory-mine .claude/skills/memory-mine && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "memory-mine" agent skill from https://github.com/dimetron/pi-go/tree/main/.pi-go/skills/memory-mine into .claude/skills/memory-mine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-mine", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/dimetron/pi-go/tree/main/.pi-go/skills/memory-mine

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add dimetron/pi-go --skill memory-mine -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install dimetron/pi-go memory-mine --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/dimetron/pi-go.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.pi-go/skills/memory-mine .agents/skills/memory-mine && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "memory-mine" agent skill from https://github.com/dimetron/pi-go/tree/main/.pi-go/skills/memory-mine into .agents/skills/memory-mine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-mine", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add dimetron/pi-go --skill memory-mine -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install dimetron/pi-go memory-mine --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/dimetron/pi-go.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.pi-go/skills/memory-mine .cursor/skills/memory-mine && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "memory-mine" agent skill from https://github.com/dimetron/pi-go/tree/main/.pi-go/skills/memory-mine into .cursor/skills/memory-mine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-mine", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/dimetron/pi-go.git --path .pi-go/skills/memory-mine

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add dimetron/pi-go --skill memory-mine -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install dimetron/pi-go memory-mine --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/dimetron/pi-go.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.pi-go/skills/memory-mine .gemini/skills/memory-mine && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "memory-mine" agent skill from https://github.com/dimetron/pi-go/tree/main/.pi-go/skills/memory-mine into .gemini/skills/memory-mine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-mine", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install dimetron/pi-go memory-mine

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add dimetron/pi-go --skill memory-mine -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/dimetron/pi-go.git skills-src && mkdir -p .github/skills && cp -r skills-src/.pi-go/skills/memory-mine .github/skills/memory-mine && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "memory-mine" agent skill from https://github.com/dimetron/pi-go/tree/main/.pi-go/skills/memory-mine into .github/skills/memory-mine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-mine", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add dimetron/pi-go --skill memory-mine -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install dimetron/pi-go memory-mine --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/dimetron/pi-go.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.pi-go/skills/memory-mine .opencode/skills/memory-mine && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "memory-mine" agent skill from https://github.com/dimetron/pi-go/tree/main/.pi-go/skills/memory-mine into .opencode/skills/memory-mine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-mine", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: memory-mine
GitHub stars: 207
Token cost: ~627 tokens
SKILL.md length: 275 words
Files: 1
Skills in repo: 21
Repo updated: Oct 1, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Mine project files or conversations into the MemPalace memory system.

Works in 2 steps: Source mining (default): Walks the… → Conversation mining (--convos): Parses…
Tasks that involve Embeddings
SKILL.md covers When to use, What it does, Steps and Arguments, plus 2 more sections
Calls go

What it does

Memory Mine is an agent skill from dimetron/pi-go. Mine project files or conversations into the MemPalace memory system. Indexes source code and conversation history as searchable palace drawers with semantic embeddings and room assignment.

Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in AI & LLM Engineering, covering Embeddings. The repository describes itself as: Go implementation of AI coding agent. The licence is MIT.

When your agent uses it

Tasks that involve Embeddings

Example prompts

“/memory-mine”

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

Source mining (default): Walks the directory tree, chunks source files (1500 chars, 200 overlap), assigns rooms via mempalace.yaml…
Conversation mining (--convos): Parses JSONL (pi-go or Claude Code format) and plaintext conversations, pairs user+assistant turns, and…

What it can do on your machine

Read from SKILL.md and the folder at commit 24d1f2b. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- go
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Memory Mine loads about 627 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 275 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~50
When it runs · the whole SKILL.md, loaded when a task matches: ~627

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from dimetron/pi-go at commit 24d1f2b, republished under its MIT licence (© dimetron). 275 words, ~627 tokens.

Download SKILL.mdSave it as .claude/skills/memory-mine/SKILL.md (or your agent's skills folder).

name: memory-mine
description: Mine project files or conversations into the MemPalace memory system. Indexes source code and conversation history as searchable palace drawers with semantic embeddings and room assignment.
user_invocable: true
metadata.author: dimetron
metadata.version: 1.0

When to use

Use this skill when the user wants to:

Index/mine project source files into the palace memory
Mine conversation history (JSONL, text) into the palace
Rebuild or refresh the palace knowledge base from disk
Bootstrap memory for a new project

What it does

Runs pi memory mine to walk a directory and ingest files as palace drawers:

Source mining (default): Walks the directory tree, chunks source files (1500 chars, 200 overlap), assigns rooms via mempalace.yaml patterns or directory structure, generates embeddings, deduplicates (cosine >= 0.9), and stores as drawers.
Conversation mining (--convos): Parses JSONL (pi-go or Claude Code format) and plaintext conversations, pairs user+assistant turns, and stores as drawers with importance=4.

Steps

Check if palace.db exists (run pi memory init . if not)
Check if the embedding model is downloaded (run pi memory model download if not)
Run the mine command:

bash

# Mine source files from current directory
pi memory mine .

# Mine source files with explicit wing name
pi memory mine . --wing my-project

# Mine conversation files
pi memory mine ./conversations --convos

Show the results (processed, added, skipped duplicates, errors)
Optionally run pi memory status to confirm the updated state

Arguments

The user can pass arguments after /memory-mine:

A directory path (default: . current directory)
--wing <name> to override the wing name
--convos to mine conversations instead of source files

Examples:

/memory-mine — mine current directory
/memory-mine ./src — mine the src directory
/memory-mine ./chats --convos — mine conversation files

Prerequisites

pi binary must be built and available (go build -o pi ./cmd/pi)
Palace DB must be initialized (pi memory init .)
For semantic search, embedding model must be downloaded (pi memory model download)

Notes

Respects .gitignore patterns
Skips hidden dirs, node_modules, vendor, .git, build, target
Skips files > 512 KB
Uses mempalace.yaml for room assignment if present
Duplicates (cosine similarity >= 0.9) are automatically skipped

Files

Just SKILL.md in .pi-go/skills/memory-mine of dimetron/pi-go.

Open the folder on GitHubat commit 24d1f2b

Compare with similar skills

Memory Mine next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Memory Mine compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Memory Mine this skilldimetron/pi-go	207	—	~627	Automated safety check: Pass	MIT	7 days ago
Chroma Vector DatabaseOrchestra-Research/AI-Research-SKILLs	13k	8 repos	~2.3k	Automated safety check: Pass	MIT	3 mo ago
CLIP Image-Text MatchingOrchestra-Research/AI-Research-SKILLs	13k	8 repos	~1.7k	Automated safety check: Pass	MIT	3 mo ago
SageMaker Serving Image Selectionhuggingface/skills	11k	1 repos	~4.6k	Automated safety check: Pass	Apache-2.0	7 days ago
Codebase Managementgiancarloerra/SocratiCode	3.3k	1 repos	~1.8k	Automated safety check: Pass	AGPL-3.0	today
Sentence-Transformers Training Routerhuggingface/skills	11k	1 repos	~2.6k	Automated safety check: Pass	Apache-2.0	7 days ago

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Questions about Memory Mine

What does Memory Mine do?

Mine project files or conversations into the MemPalace memory system. Memory Mine is an agent skill from dimetron/pi-go. Mine project files or conversations into the MemPalace memory system.

When should I use Memory Mine?

Memory Mine fits situations like: tasks that involve Embeddings.

How do I install Memory Mine in Claude Code?

Run `npx skills add dimetron/pi-go --skill memory-mine -a claude-code`. Or copy the skill folder (.pi-go/skills/memory-mine in dimetron/pi-go) into .claude/skills/memory-mine in your project. Claude Code loads it when a task matches its description.

How do I install Memory Mine in Codex?

Run `npx skills add dimetron/pi-go --skill memory-mine -a codex`. Or copy the skill folder (.pi-go/skills/memory-mine in dimetron/pi-go) into .agents/skills/memory-mine in your project. Codex loads it when a task matches its description.

Can I use Memory Mine in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add dimetron/pi-go --skill memory-mine -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory-mine, .gemini/skills/memory-mine, .github/skills/memory-mine and .opencode/skills/memory-mine in your project.

What does Memory Mine need to run?

Going by SKILL.md and its folder, Memory Mine needs the command-line tools its instructions call (go).

Does Memory Mine access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Memory Mine safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Memory Mine use?

Memory Mine is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Memory Mine use?

About 627 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Memory Mine?

Skills that share tags, products or a category with Memory Mine: Chroma Vector Database (Orchestra-Research/AI-Research-SKILLs, 13k stars), CLIP Image-Text Matching (Orchestra-Research/AI-Research-SKILLs, 13k stars), SageMaker Serving Image Selection (huggingface/skills, 11k stars) and Codebase Management (giancarloerra/SocratiCode, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Memory Mine?

dimetron (a GitHub user) maintains it in dimetron/pi-go, which has 207 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 1, 2026.

Source: dimetron/pi-go on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Memory Mine

Install Memory Mine

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

When to use

What it does

Steps

Arguments

Prerequisites

Notes

Files

Compare with similar skills

Similar skills

Chroma Vector Database

CLIP Image-Text Matching

SageMaker Serving Image Selection

Codebase Management

Sentence-Transformers Training Router

Mashup Mods

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Questions about Memory Mine

Install Memory Mine

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

When to use

What it does

Steps

Arguments

Prerequisites

Notes

Files

Compare with similar skills

Similar skills

More from dimetron/pi-go

Related

Questions about Memory Mine