HumanCompiler

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Compile humans into AI agents.

A Claude Code plugin that conducts deep behavioral interviews, reads work artifacts via MCP tools, and generates installable plugins that authentically embody a person's thinking, communication, and decision-making.

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How It Works

                    ┌─────────────────────────────────┐
                    │         /compile-human           │
                    └──────────────┬──────────────────┘
                                   │
                    ┌──────────────▼──────────────────┐
                    │      8-Phase Deep Interview      │
                    │                                  │
                    │  1. Identity & Role               │
                    │  2. Communication Style           │
                    │  3. Decision-Making               │
                    │  4. Domain Expertise              │
                    │  5. Work Patterns                 │
                    │  6. Edge Cases                    │
                    │  7. Artifact Analysis (MCP)       │
                    │  8. Calibration & Corrections     │
                    └──────────────┬──────────────────┘
                                   │
                    ┌──────────────▼──────────────────┐
                    │   MCP Source Analysis             │
                    │                                  │
                    │   Notion ─── docs, meeting notes  │
                    │   Asana ──── tasks, projects      │
                    │   Chrome ─── web artifacts        │
                    │   Local ──── files, transcripts   │
                    └──────────────┬──────────────────┘
                                   │
                    ┌──────────────▼──────────────────┐
                    │     Behavioral Profile (YAML)    │
                    │                                  │
                    │   ~/.human-compiler/<name>/      │
                    │   ├── profile.yaml               │
                    │   ├── phases/                    │
                    │   └── artifacts/                 │
                    └──────────────┬──────────────────┘
                                   │
                    ┌──────────────▼──────────────────┐
                    │    Plugin Generator               │
                    │                                  │
                    │    Profile ──► Handlebars ──► Plugin│
                    └──────────────┬──────────────────┘
                                   │
                    ┌──────────────▼──────────────────┐
                    │   Installable Claude Code Plugin  │
                    │                                  │
                    │   <name>-autonomous  (acts)       │
                    │   <name>-advisory   (advises)     │
                    │   /ask-<name>       (consults)    │
                    └─────────────────────────────────┘

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Quick Start

# 1. Install the plugin
claude --plugin-dir /path/to/HumanCompiler

# 2. Start the interview
/compile-human

# 3. After all 8 phases, install the generated agent
claude --plugin-dir ~/.human-compiler/<name>/output-plugin/<name>-agent

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Features

Deep Behavioral Interview

• 8 structured phases covering identity, communication, decisions, expertise, workflows, edge cases
• 10-20 adaptive questions per phase with follow-up probes
• Concrete examples over abstractions — captures real behavior, not aspirations

MCP-Powered Artifact Analysis

• Reads Notion pages, meeting notes, strategy docs for communication style
• Analyzes Asana tasks and projects for work patterns
• Cross-references artifacts with interview answers for authenticity

Progressive & Resumable

• Saves after every phase — never lose progress
• /compile-human resume picks up where you left off
• /compile-human status shows progress at a glance

Configurable Autonomy

• Autonomous mode (acceptEdits): Agent acts, decides, and communicates as the person
• Advisory mode (plan, read-only): Agent recommends in the person's style without acting

Marketplace-Ready Output

• Generates a complete Claude Code plugin with manifest, agents, skills, CLAUDE.md
• Install via --plugin-dir or distribute through plugin marketplace

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