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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.
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) │
└─────────────────────────────────┘
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
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
Gerstep