Agent skill

Familiar

by cwinvestments in cwinvestments/memstack

A skill your agent uses when the user says 'dispatch', 'send familiar', 'split task', or needs work split across parallel CC sessions.

MITAuto-check passedAgent Workflows

Install Familiar

skills CLI
$ npx skills add cwinvestments/memstack --skill familiar -a claude-code

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

GitHub CLI
$ gh skill install cwinvestments/memstack familiar --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/cwinvestments/memstack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/familiar .claude/skills/familiar && 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/

Facts

Skill name
familiar
GitHub stars
423
Token cost
~556 tokens
SKILL.md length
201 words
Files
1
Skills in repo
87
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the user says 'dispatch', 'send familiar', 'split task', or needs work split across parallel CC sessions.

  • Works in 5 steps: Analyze the task: identify independent… → Determine session count: split into 2-6… → For each sub-task, generate a complete… → …
  • The user says dispatch
  • SKILL.md covers Activation, Protocol, Inputs and Outputs, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Familiar is an agent skill from cwinvestments/memstack. Use when the user says 'dispatch', 'send familiar', 'split task', or needs work split across parallel CC sessions.

Its SKILL.md is about 560 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 Agent Workflows. The repository describes itself as: Structured skill framework for Claude Code. 130 skills, persistent memory, TokenStack compression, localhost dashboard with 3-agent runner, real-time streaming, MCP tools. The licence is MIT.

When your agent uses it

  • The user says dispatch
  • Needs work split across parallel CC sessions

Example prompts

  • “dispatch”
  • “send familiar”
  • “split task”
  • “/familiar”

Workflow steps

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

  1. Analyze the task: identify independent sub-tasks that can run in parallel
  2. Determine session count: split into 2-6 sessions based on complexity
  3. For each sub-task, generate a complete CC prompt that includes
  4. Add coordination notes: specify what each session should NOT touch to avoid conflicts
  5. Define merge order: which session's work should be committed first

What it can do on your machine

Read from SKILL.md and the folder at commit 00370ce. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Familiar loads about 556 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 201 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~31
When it runs · the whole SKILL.md, loaded when a task matches
~556

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 cwinvestments/memstack at commit 00370ce, republished under its MIT licence (© cwinvestments). 201 words, ~556 tokens.

Download SKILL.mdSave it as .claude/skills/familiar/SKILL.md (or your agent's skills folder).
name
familiar
description
Use when the user says 'dispatch', 'send familiar', 'split task', or needs work split across parallel CC sessions.
version
1.0.0

👻 Familiar: Dispatching Sub-Agents...

Break large tasks into coordinated CC session prompts for parallel execution.

Activation

When this skill activates, output:

👻 Familiar: Dispatching sub-agents...

Then execute the protocol below.

Protocol

  1. Analyze the task: identify independent sub-tasks that can run in parallel
  2. Determine session count: split into 2-6 sessions based on complexity
  3. For each sub-task, generate a complete CC prompt that includes:
    • Working directory path
    • Full task description with acceptance criteria
    • Any shared context (database schema, API contracts, types)
    • MemStack activation line: Read $MEMSTACK_PATH/MEMSTACK.md
    • CC Monitor reporting snippet (if configured in config.json)
  4. Add coordination notes: specify what each session should NOT touch to avoid conflicts
  5. Define merge order: which session's work should be committed first

Inputs

  • The large task description
  • Project directory from config.json
  • Number of available CC sessions (default: 3)

Outputs

  • Numbered list of sub-task prompts, each ready to paste into a new CC session
  • Coordination notes explaining dependencies and merge order

Example Usage

User: "dispatch: build the analytics dashboard, API routes, and database migration"

Familiar activates:

👻 Familiar: Dispatching sub-agents...

Session 1, Database & Types
Working directory: C:\Projects\AdminStack
Task: Create migration + TypeScript types for analytics...

Session 2, API Routes
Working directory: C:\Projects\AdminStack
Task: Build /api/analytics endpoints (types from Session 1)...

Session 3, Frontend Page
Working directory: C:\Projects\AdminStack
Task: Build /analytics dashboard page...

Merge order: Session 1 → Session 2 → Session 3

Level History

  • Lv.1: Base: Multi-agent dispatch with coordinated prompts. (Origin: MemStack v1.0, Feb 2026)
  • Lv.2: Enhanced: Added YAML frontmatter, activation message, merge ordering. (Origin: MemStack v2.0 MemoryCore merge, Feb 2026)

© cwinvestments, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/familiar of cwinvestments/memstack.

Open the folder on GitHubat commit 00370ce

Compare with similar skills

Familiar 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.

Familiar compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Familiar this skillcwinvestments/memstack423—~556Automated safety check: PassMIT
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k10 repos~4.1kAutomated safety check: NotesApache-2.0
Using Superpowersfarm-fe/farm5.6k35 repos~1.4kAutomated safety check: PassMIT
Executing Plans Inlineobra/superpowers297k2 repos~5.1kAutomated safety check: PassMIT
Skill CreatorAzure/azqr79589 repos~8.2kAutomated safety check: PassApache-2.0

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Categories

Questions about Familiar

What does Familiar do?

A skill your agent uses when the user says 'dispatch', 'send familiar', 'split task', or needs work split across parallel CC sessions. Familiar is an agent skill from cwinvestments/memstack. Use when the user says 'dispatch', 'send familiar', 'split task', or needs work split across parallel CC sessions.

When should I use Familiar?

Familiar fits situations like: the user says dispatch; needs work split across parallel CC sessions.

How do I install Familiar in Claude Code?

Run `npx skills add cwinvestments/memstack --skill familiar -a claude-code`. Or copy the skill folder (skills/familiar in cwinvestments/memstack) into .claude/skills/familiar in your project. Claude Code loads it when a task matches its description.

How do I install Familiar in Codex?

Run `npx skills add cwinvestments/memstack --skill familiar -a codex`. Or copy the skill folder (skills/familiar in cwinvestments/memstack) into .agents/skills/familiar in your project. Codex loads it when a task matches its description.

Can I use Familiar 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 cwinvestments/memstack --skill familiar -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/familiar, .gemini/skills/familiar, .github/skills/familiar and .opencode/skills/familiar in your project.

What does Familiar need to run?

SKILL.md names no scripts, command-line tools or credentials: Familiar is instructions for the agent only.

Does Familiar 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 Familiar 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 Familiar use?

Familiar 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 Familiar use?

About 556 tokens (SKILL.md is roughly 2.2k 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 Familiar?

Skills that share tags, products or a category with Familiar: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Familiar?

cwinvestments (a GitHub user) maintains it in cwinvestments/memstack, which has 423 GitHub stars. The repository holds 87 skills in this directory. The repository was last updated on September 26, 2026.

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