MCP Integration for Plugins
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
Deep interview a human and compile them into an installable AI agent plugin.
Install Compile Human
$ npx skills add Gerstep/HumanCompiler --skill compile-human -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Gerstep/HumanCompiler compile-human --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/Gerstep/HumanCompiler.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/compile-human .claude/skills/compile-human && 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 "compile-human" agent skill from https://github.com/Gerstep/HumanCompiler/tree/master/skills/compile-human into .claude/skills/compile-human/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compile-human", 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/Gerstep/HumanCompiler/tree/master/skills/compile-humanType 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 Gerstep/HumanCompiler --skill compile-human -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Gerstep/HumanCompiler compile-human --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Gerstep/HumanCompiler.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/compile-human .agents/skills/compile-human && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "compile-human" agent skill from https://github.com/Gerstep/HumanCompiler/tree/master/skills/compile-human into .agents/skills/compile-human/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compile-human", 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 Gerstep/HumanCompiler --skill compile-human -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Gerstep/HumanCompiler compile-human --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Gerstep/HumanCompiler.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/compile-human .cursor/skills/compile-human && 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 "compile-human" agent skill from https://github.com/Gerstep/HumanCompiler/tree/master/skills/compile-human into .cursor/skills/compile-human/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compile-human", 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/Gerstep/HumanCompiler.git --path skills/compile-human--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 Gerstep/HumanCompiler --skill compile-human -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Gerstep/HumanCompiler compile-human --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Gerstep/HumanCompiler.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/compile-human .gemini/skills/compile-human && 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 "compile-human" agent skill from https://github.com/Gerstep/HumanCompiler/tree/master/skills/compile-human into .gemini/skills/compile-human/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compile-human", 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 Gerstep/HumanCompiler compile-humanInstalls 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 Gerstep/HumanCompiler --skill compile-human -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Gerstep/HumanCompiler.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/compile-human .github/skills/compile-human && 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 "compile-human" agent skill from https://github.com/Gerstep/HumanCompiler/tree/master/skills/compile-human into .github/skills/compile-human/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compile-human", 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 Gerstep/HumanCompiler --skill compile-human -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Gerstep/HumanCompiler compile-human --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Gerstep/HumanCompiler.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/compile-human .opencode/skills/compile-human && 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 "compile-human" agent skill from https://github.com/Gerstep/HumanCompiler/tree/master/skills/compile-human into .opencode/skills/compile-human/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "compile-human", 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
compile-human- GitHub stars
- 154
- Token cost
- ~1.3k tokens
- SKILL.md length
- 506 words
- Files
- 10
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- None found
At a glance
Deep interview a human and compile them into an installable AI agent plugin.
- Works in 4 steps: Ask: "Welcome to HumanCompiler. I'm… → Wait for their name → Run bun run… → …
- Tasks that involve Hooks and plugins
- SKILL.md covers Command Routing, Interview Flow, After All Phases Complete and Important Guidelines
- Calls bun and claude
What it does
Compile Human is an agent skill from Gerstep/HumanCompiler. Deep interview a human and compile them into an installable AI agent plugin. Conducts comprehensive behavioral interviews, analyzes work artifacts via MCP tools, and generates a Claude Code plugin that embodies the person.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files (for example `interview-guide.md`, `phase-instructions/01-identity.md` and `phase-instructions/02-communication.md`).
It sits in Agent Workflows, covering Hooks and plugins, Interview preparation and MCP servers. The repository describes itself as: Compile humans into AI agents — a Claude Code plugin that conducts deep behavioral interviews and generates installable agent plugins.
When your agent uses it
- Tasks that involve Hooks and plugins
- Tasks that involve Interview preparation
- Tasks that involve MCP servers
Example prompts
- “/compile-human”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion, Task
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Ask: "Welcome to HumanCompiler. I'm going to interview you deeply to create an AI agent that thinks, communicates, and decides like you…
- Wait for their name
- Run bun run scripts/profile-manager-cli.ts init "" to create the profile
- Begin Phase 1 (see interview flow below)
What it can do on your machine
Read from SKILL.md and the folder at commit 88b5ca0. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGlobGrepBashAskUserQuestionTask
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
bunclaude
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
Compile Human loads about 1.3k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 506 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion, Task
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 506 words (~1,323 tokens).
“You are the HumanCompiler orchestrator. Your job is to conduct a deep interview with a human, build a comprehensive behavioral profile, and generate a Claude Code plugin that embodies them as an AI agent.”
- name
- compile-human
- allowed-tools
- Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion, Task
- argument-hint
- resume|status|generate
- disable-model-invocation
- true
- model
- opus
Files
SKILL.md and 9 other files in skills/compile-human of Gerstep/HumanCompiler.
- SKILL.md
- interview-guide.md
- phase-instructions/01-identity.md
- phase-instructions/02-communication.md
- phase-instructions/03-decision-making.md
- phase-instructions/04-domain-expertise.md
- phase-instructions/05-work-patterns.md
- phase-instructions/06-edge-cases.md
- phase-instructions/07-artifact-analysis.md
- phase-instructions/08-calibration.md
Open the folder on GitHubat commit 88b5ca0
Compare with similar skills
Compile Human 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 |
|---|---|---|---|---|---|---|
| Compile Human this skillGerstep/HumanCompiler | 154 | — | ~1.3k | Automated safety check: Notes | None | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 37k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Crush Configurationcharmbracelet/crush | 29k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| OpenpetsOpenPetsHQ/openpets | 1.3k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Claude Automation Recommenderanthropics/claude-plugins-official | 37k | 3 repos | ~2.7k | Automated safety check: Notes | Apache-2.0 | |
| Mistral Vibe Plugin Creatormistralai/mistral-vibe | 5.1k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Compile Human
What does Compile Human do?
Deep interview a human and compile them into an installable AI agent plugin. Compile Human is an agent skill from Gerstep/HumanCompiler. Deep interview a human and compile them into an installable AI agent plugin.
When should I use Compile Human?
Compile Human fits situations like: tasks that involve Hooks and plugins; tasks that involve Interview preparation; tasks that involve MCP servers.
How do I install Compile Human in Claude Code?
Run `npx skills add Gerstep/HumanCompiler --skill compile-human -a claude-code`. Or copy the skill folder (skills/compile-human in Gerstep/HumanCompiler) into .claude/skills/compile-human in your project. Claude Code loads it when a task matches its description.
How do I install Compile Human in Codex?
Run `npx skills add Gerstep/HumanCompiler --skill compile-human -a codex`. Or copy the skill folder (skills/compile-human in Gerstep/HumanCompiler) into .agents/skills/compile-human in your project. Codex loads it when a task matches its description.
Can I use Compile Human 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 Gerstep/HumanCompiler --skill compile-human -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/compile-human, .gemini/skills/compile-human, .github/skills/compile-human and .opencode/skills/compile-human in your project.
What does Compile Human need to run?
Going by SKILL.md and its folder, Compile Human needs the command-line tools its instructions call (bun and claude). Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion, Task.
Does Compile Human 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 Compile Human safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Compile Human use?
No licence was found for Compile Human or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Compile Human use?
About 1.3k tokens (SKILL.md is roughly 5.3k 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 Compile Human?
Skills that share tags, products or a category with Compile Human: MCP Integration for Plugins (anthropics/claude-plugins-official, 37k stars), Crush Configuration (charmbracelet/crush, 29k stars), Openpets (OpenPetsHQ/openpets, 1.3k stars) and Claude Automation Recommender (anthropics/claude-plugins-official, 37k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Compile Human?
Gerstep (a GitHub user) maintains it in Gerstep/HumanCompiler, which has 154 GitHub stars. The repository was last updated on February 17, 2026.
Source: Gerstep/HumanCompiler on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.