Agent skill

System Init

Initialize or hydrate the agent's memory system and verify configuration.

MITAuto-check passedAI & LLM Engineering

Install System Init

skills CLI

$ npx skills add Qredence/agentic-fleet --skill system-init -a claude-code

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

GitHub CLI

$ gh skill install Qredence/agentic-fleet system-init --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/Qredence/agentic-fleet.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.fleet/context/system/init .claude/skills/system-init && 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 "system-init" agent skill from https://github.com/Qredence/agentic-fleet/tree/main/.fleet/context/system/init into .claude/skills/system-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-init", 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/Qredence/agentic-fleet/tree/main/.fleet/context/system/init

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 Qredence/agentic-fleet --skill system-init -a codex

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

GitHub CLI

$ gh skill install Qredence/agentic-fleet system-init --agent codex

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

Manual copy

$ git clone --depth 1 https://github.com/Qredence/agentic-fleet.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.fleet/context/system/init .agents/skills/system-init && 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 "system-init" agent skill from https://github.com/Qredence/agentic-fleet/tree/main/.fleet/context/system/init into .agents/skills/system-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-init", 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 Qredence/agentic-fleet --skill system-init -a cursor

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

GitHub CLI

$ gh skill install Qredence/agentic-fleet system-init --agent cursor

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

Manual copy

$ git clone --depth 1 https://github.com/Qredence/agentic-fleet.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.fleet/context/system/init .cursor/skills/system-init && 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 "system-init" agent skill from https://github.com/Qredence/agentic-fleet/tree/main/.fleet/context/system/init into .cursor/skills/system-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-init", 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/Qredence/agentic-fleet.git --path .fleet/context/system/init

--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 Qredence/agentic-fleet --skill system-init -a gemini-cli

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

GitHub CLI

$ gh skill install Qredence/agentic-fleet system-init --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/Qredence/agentic-fleet.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.fleet/context/system/init .gemini/skills/system-init && 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 "system-init" agent skill from https://github.com/Qredence/agentic-fleet/tree/main/.fleet/context/system/init into .gemini/skills/system-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-init", 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 Qredence/agentic-fleet system-init

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 Qredence/agentic-fleet --skill system-init -a github-copilot

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

Manual copy

$ git clone --depth 1 https://github.com/Qredence/agentic-fleet.git skills-src && mkdir -p .github/skills && cp -r skills-src/.fleet/context/system/init .github/skills/system-init && 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 "system-init" agent skill from https://github.com/Qredence/agentic-fleet/tree/main/.fleet/context/system/init into .github/skills/system-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-init", 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 Qredence/agentic-fleet --skill system-init -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 Qredence/agentic-fleet system-init --agent opencode

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

Manual copy

$ git clone --depth 1 https://github.com/Qredence/agentic-fleet.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.fleet/context/system/init .opencode/skills/system-init && 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 "system-init" agent skill from https://github.com/Qredence/agentic-fleet/tree/main/.fleet/context/system/init into .opencode/skills/system-init/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "system-init", 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: system-init
GitHub stars: 111
Token cost: ~516 tokens
SKILL.md length: 195 words
Files: 1
Skills in repo: 10
Repo updated: Apr 13, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Initialize or hydrate the agent's memory system and verify configuration.

Works in 3 steps: Hydrates Templates: Copies… → Config Setup: Ensures… → Recall Scratchpad: Creates…
AI & LLM Engineering work in your project
SKILL.md covers Usage, Actions Performed, Chroma Cloud Setup and Collections Created, plus 1 more section
Calls uv; needs CHROMA_API_KEY

What it does

System Init is an agent skill from Qredence/agentic-fleet. Initialize or hydrate the agent's memory system and verify configuration.

Its SKILL.md is about 520 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. The repository describes itself as: Adaptive Agentic AI Reasoning using Microsoft Agent Framework -- Join the Discord for suggestion or support ! https://discord.gg/ebgy7gtZHK. The licence is MIT.

When your agent uses it

AI & LLM Engineering work in your project

Example prompts

“/system-init”

Requirements

Python 3
A credential in CHROMA_API_KEY

Workflow steps

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

Hydrates Templates: Copies core/*.template.md to active core/*.md files if they don't exist.
Config Setup: Ensures .chroma/config.yaml exists (creating from template if needed).
Recall Scratchpad: Creates recall/current.md for the current session context.

What it can do on your machine

Read from SKILL.md and the folder at commit 46a254b. 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:
- uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
- CHROMA_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

System Init loads about 516 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 195 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~21
When it runs · the whole SKILL.md, loaded when a task matches: ~516

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 Qredence/agentic-fleet at commit 46a254b, republished under its MIT licence (© Qredence). 195 words, ~516 tokens.

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

name: system-init
description: Initialize or hydrate the agent's memory system and verify configuration.

System Initialization

This skill handles the initialization of the agent's memory system. It ensures that the necessary directory structures, configuration files, and core context templates are in place.

Usage

Run this command at the start of a new project or when you need to reset/repair the memory system structure.

bash

uv run python .fleet/context/scripts/memory_manager.py init

Actions Performed

Hydrates Templates: Copies core/*.template.md to active core/*.md files if they don't exist.
Config Setup: Ensures .chroma/config.yaml exists (creating from template if needed).
Recall Scratchpad: Creates recall/current.md for the current session context.

Chroma Cloud Setup

After initialization, set up Chroma Cloud:

Edit config: Add your Chroma Cloud credentials to .fleet/context/.chroma/config.yaml:
yaml
```
cloud:
  tenant: "your-tenant"
  database: "your-database"
  api_key: "your-api-key"
```
Create collections: Run the setup command to create collections in Chroma Cloud:
bash
```
uv run python .fleet/context/scripts/memory_manager.py setup-chroma
```

Verify status: Check that everything is connected:

bash

uv run python .fleet/context/scripts/memory_manager.py status

Collections Created

Collection	Name	Purpose
`semantic`	agentic-fleet-semantic	Facts about project and user
`procedural`	agentic-fleet-procedural	Learned skills and patterns
`episodic`	agentic-fleet-episodic	Session history and context

Environment Variables (Optional)

Instead of config file, you can use environment variables:

CHROMA_API_KEY - Your Chroma Cloud API key
CHROMA_TENANT - Your tenant name
CHROMA_DATABASE - Your database name

Files

Just SKILL.md in .fleet/context/system/init of Qredence/agentic-fleet.

Open the folder on GitHubat commit 46a254b

Compare with similar skills

System Init 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.

System Init compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
System Init this skillQredence/agentic-fleet	111	—	~516	Automated safety check: Pass	MIT	5 mo ago
Agent BuildershareAI-lab/learn-claude-code	78k	6 repos	~1.2k	Automated safety check: Pass	MIT	9 days ago
Add Uint Supportpytorch/pytorch	104k	2 repos	~2.3k	Automated safety check: Pass	Custom licence	today
Peft Fine TuningOrchestra-Research/AI-Research-SKILLs	13k	9 repos	~3.1k	Automated safety check: Pass	MIT	3 mo ago
Segment Anything Model GuideOrchestra-Research/AI-Research-SKILLs	13k	9 repos	~3.3k	Automated safety check: Pass	MIT	3 mo ago
1passwordtrpc-group/trpc-agent-go	1.8k	15 repos	~656	Automated safety check: Pass	Apache-2.0	today

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Questions about System Init

What does System Init do?

Initialize or hydrate the agent's memory system and verify configuration. System Init is an agent skill from Qredence/agentic-fleet. Initialize or hydrate the agent's memory system and verify configuration.

When should I use System Init?

System Init fits situations like: AI & LLM Engineering work in your project.

How do I install System Init in Claude Code?

Run `npx skills add Qredence/agentic-fleet --skill system-init -a claude-code`. Or copy the skill folder (.fleet/context/system/init in Qredence/agentic-fleet) into .claude/skills/system-init in your project. Claude Code loads it when a task matches its description.

How do I install System Init in Codex?

Run `npx skills add Qredence/agentic-fleet --skill system-init -a codex`. Or copy the skill folder (.fleet/context/system/init in Qredence/agentic-fleet) into .agents/skills/system-init in your project. Codex loads it when a task matches its description.

Can I use System Init 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 Qredence/agentic-fleet --skill system-init -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/system-init, .gemini/skills/system-init, .github/skills/system-init and .opencode/skills/system-init in your project.

What does System Init need to run?

Going by SKILL.md and its folder, System Init needs the command-line tools its instructions call (uv) and credentials named CHROMA_API_KEY. Our summary lists: Python 3; A credential in CHROMA_API_KEY.

Does System Init access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is System Init 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 System Init use?

System Init 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 System Init use?

About 516 tokens (SKILL.md is roughly 2.1k 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 System Init?

Skills that share tags, products or a category with System Init: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Add Uint Support (pytorch/pytorch, 104k stars), Peft Fine Tuning (Orchestra-Research/AI-Research-SKILLs, 13k stars) and Segment Anything Model Guide (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains System Init?

Qredence (a GitHub organization) maintains it in Qredence/agentic-fleet, which has 111 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on April 13, 2026.

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

System Init

Install System Init

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

System Initialization

Usage

Actions Performed

Chroma Cloud Setup

Collections Created

Environment Variables (Optional)

Files

Compare with similar skills

Similar skills

Agent Builder

Add Uint Support

Peft Fine Tuning

Segment Anything Model Guide

1password

Chroma Vector Database

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Questions about System Init

Install System Init

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

System Initialization

Usage

Actions Performed

Chroma Cloud Setup

Collections Created

Environment Variables (Optional)

Files

Compare with similar skills

Similar skills

More from Qredence/agentic-fleet

Related

Questions about System Init