Agent Builder
shareAI-lab/learn-claude-code
Design and build AI agents for any domain. An agent skill from shareAI-lab/learn-claude-code.
Generate or refresh hierarchical repository guidance files for agents.
Install Deepinit
$ npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jmstar85/oh-my-githubcopilot deepinit --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jmstar85/oh-my-githubcopilot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/deepinit .claude/skills/deepinit && rm -rf skills-srcUse ~/.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/
Install the "deepinit" agent skill from https://github.com/jmstar85/oh-my-githubcopilot/tree/main/.github/skills/deepinit into .claude/skills/deepinit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepinit", 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 install https://github.com/jmstar85/oh-my-githubcopilot/tree/main/.github/skills/deepinitType 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.
$ npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jmstar85/oh-my-githubcopilot deepinit --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmstar85/oh-my-githubcopilot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/deepinit .agents/skills/deepinit && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deepinit" agent skill from https://github.com/jmstar85/oh-my-githubcopilot/tree/main/.github/skills/deepinit into .agents/skills/deepinit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepinit", 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.
$ npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jmstar85/oh-my-githubcopilot deepinit --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmstar85/oh-my-githubcopilot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/deepinit .cursor/skills/deepinit && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "deepinit" agent skill from https://github.com/jmstar85/oh-my-githubcopilot/tree/main/.github/skills/deepinit into .cursor/skills/deepinit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepinit", 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 https://github.com/jmstar85/oh-my-githubcopilot.git --path .github/skills/deepinit--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jmstar85/oh-my-githubcopilot deepinit --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmstar85/oh-my-githubcopilot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/deepinit .gemini/skills/deepinit && rm -rf skills-srcUse ~/.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/
Install the "deepinit" agent skill from https://github.com/jmstar85/oh-my-githubcopilot/tree/main/.github/skills/deepinit into .gemini/skills/deepinit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepinit", 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.
$ gh skill install jmstar85/oh-my-githubcopilot deepinitInstalls 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).
$ npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jmstar85/oh-my-githubcopilot.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/deepinit .github/skills/deepinit && rm -rf skills-srcUse ~/.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/
Install the "deepinit" agent skill from https://github.com/jmstar85/oh-my-githubcopilot/tree/main/.github/skills/deepinit into .github/skills/deepinit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepinit", 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.
$ npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jmstar85/oh-my-githubcopilot deepinit --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jmstar85/oh-my-githubcopilot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/deepinit .opencode/skills/deepinit && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "deepinit" agent skill from https://github.com/jmstar85/oh-my-githubcopilot/tree/main/.github/skills/deepinit into .opencode/skills/deepinit/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepinit", 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
deepinit- GitHub stars
- 158
- Token cost
- ~254 tokens
- SKILL.md length
- 103 words
- Files
- 1
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- MIT
At a glance
Generate or refresh hierarchical repository guidance files for agents.
- Works in 5 steps: Map the repository structure, languages,… → Identify local conventions and hazards… → Write or update guidance files at the… → …
- Tasks that involve Building AI agents
- SKILL.md covers Workflow, Output and Rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Deepinit is an agent skill from jmstar85/oh-my-githubcopilot. Generate or refresh hierarchical repository guidance files for agents. Activate when: deepinit, repo init docs, initialize agent docs, create AGENTS guidance.
Its SKILL.md is about 250 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 Building AI agents. The repository describes itself as: Ultimate Harness Automation for Github Copilot on VS Code. It provides 28+ specialized agents, 30+ reusable skills, hooks, guardrails, and etc. The licence is MIT.
When your agent uses it
- Tasks that involve Building AI agents
Example prompts
- “/deepinit”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Map the repository structure, languages, build/test commands, and major subsystems.
- Identify local conventions and hazards that future agents must know.
- Write or update guidance files at the narrowest useful scope.
- Avoid duplicating stale or generic instructions.
- Verify references and commands where practical.
What it can do on your machine
Read from SKILL.md and the folder at commit 12b2c29. 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
Deepinit loads about 254 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 103 words of instructions outside code blocks.
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 jmstar85/oh-my-githubcopilot at commit 12b2c29, republished under its MIT licence (© jmstar85). 103 words, ~254 tokens.
Download SKILL.mdSave it as
.claude/skills/deepinit/SKILL.md (or your agent's skills folder).- name
- deepinit
- description
- Generate or refresh hierarchical repository guidance files for agents. Activate when: deepinit, repo init docs, initialize agent docs, create AGENTS guidance.
- argument-hint
- <repository scope>
Deepinit
Use this skill to analyze a repository and create durable agent-facing guidance for future work.
Workflow
- Map the repository structure, languages, build/test commands, and major subsystems.
- Identify local conventions and hazards that future agents must know.
- Write or update guidance files at the narrowest useful scope.
- Avoid duplicating stale or generic instructions.
- Verify references and commands where practical.
Output
- Files created or updated
- Repository conventions captured
- Commands verified
- Areas intentionally left undocumented
Rules
- Prefer specific, local facts over generic coding advice.
- Do not overwrite human-authored guidance without preserving intent.
- Keep guidance concise enough to be loaded repeatedly.
© jmstar85, 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 .github/skills/deepinit of jmstar85/oh-my-githubcopilot.
Open the folder on GitHubat commit 12b2c29
Compare with similar skills
Deepinit 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Deepinit this skilljmstar85/oh-my-githubcopilot | 158 | — | ~254 | Automated safety check: Pass | MIT | |
| Agent BuildershareAI-lab/learn-claude-code | 78k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Azure AI Projects Python SDKmicrosoft/skills | 3.1k | 6 repos | ~2.8k | Automated safety check: Pass | MIT | |
| Paperclip Create Agentpaperclipai/paperclip | 98k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| Senior Prompt Engineermaslennikov-ig/claude-code-orchestrator-kit | 259 | 4 repos | ~1.4k | Automated safety check: Pass | Custom licence | |
| Create Agentgnekt/My-Brain-Is-Full-Crew | 3.9k | — | ~3.1k | Automated safety check: Pass | Custom licence |
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maslennikov-ig/claude-code-orchestrator-kit
Provides reference guides and Python scripts for prompt optimization, RAG evaluation, and agent orchestration when building or tuning LLM systems.
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Related
Categories
Questions about Deepinit
What does Deepinit do?
Generate or refresh hierarchical repository guidance files for agents. Deepinit is an agent skill from jmstar85/oh-my-githubcopilot. Generate or refresh hierarchical repository guidance files for agents.
When should I use Deepinit?
Deepinit fits situations like: tasks that involve Building AI agents.
How do I install Deepinit in Claude Code?
Run `npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a claude-code`. Or copy the skill folder (.github/skills/deepinit in jmstar85/oh-my-githubcopilot) into .claude/skills/deepinit in your project. Claude Code loads it when a task matches its description.
How do I install Deepinit in Codex?
Run `npx skills add jmstar85/oh-my-githubcopilot --skill deepinit -a codex`. Or copy the skill folder (.github/skills/deepinit in jmstar85/oh-my-githubcopilot) into .agents/skills/deepinit in your project. Codex loads it when a task matches its description.
Can I use Deepinit 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 jmstar85/oh-my-githubcopilot --skill deepinit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deepinit, .gemini/skills/deepinit, .github/skills/deepinit and .opencode/skills/deepinit in your project.
What does Deepinit need to run?
SKILL.md names no scripts, command-line tools or credentials: Deepinit is instructions for the agent only.
Does Deepinit 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 Deepinit 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 Deepinit use?
Deepinit 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 Deepinit use?
About 254 tokens (SKILL.md is roughly 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 Deepinit?
Skills that share tags, products or a category with Deepinit: Agent Builder (shareAI-lab/learn-claude-code, 78k stars), Azure AI Projects Python SDK (microsoft/skills, 3.1k stars), Paperclip Create Agent (paperclipai/paperclip, 98k stars) and Senior Prompt Engineer (maslennikov-ig/claude-code-orchestrator-kit, 259 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Deepinit?
jmstar85 (a GitHub user) maintains it in jmstar85/oh-my-githubcopilot, which has 158 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on May 20, 2026.
Source: jmstar85/oh-my-githubcopilot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.