Methodology as an asset.
How we organize AI labor — what is public, the format every role follows, and how to copy it. The full org system stays private; the parts worth sharing are open.
What's open.
github.com/wookatAgentGate
Agent infra
Scan, lock and gate MCP server dependencies — npm-audit + lockfile + CI drift gate for the MCP era.
→AgentMove
Agent infra
Migrate config, MCP servers, skills, memory and persona across 47 agent clients — with dry-run previews and honest loss reporting.
→SkillWarden
Agent infra
Security gate for Agent Skills: deterministic scanning, lockfile drift checks, CI action, public advisory DB.
→devin-session-exporter
Agent infra
Browser extension to export Devin session conversations to Markdown/JSON/text.
→devin-cloud-bridge
Agent infra
Devin CLI plugin bridging local sessions with Devin Cloud — history, handoffs, official MCP.
→ai-research-skills
Research
74+ research skills for Claude Code / Codex / Devin / Cursor — topic mining, novelty checks, experiments, paper writing, review simulation, rebuttal.
→SpeakType
Product · MIT
Open-source local-first voice typing — offline engines, hands-free mode, a dictionary that learns from your edits. MIT.
→Patent Studio
Product · Apache-2.0
AI-assisted patent drafting platform — public self-hosted edition, Apache-2.0.
→DomainHunter
Product · open-core
Batch domain hunting: word-root generation + RDAP/DNS verification. Open-core.
→awesome-mcp-servers
Knowledge
Curated list of Model Context Protocol servers.
→awesome-devops-mcp-servers
Knowledge
Curated MCP servers focused on DevOps tools and capabilities.
→awesome-mcp-security
Knowledge
Awesome MCP security — servers, scanners and defense tooling.
# ROLE: commerce-fulfillment-worker mission: keep the storefront honest — catalog synced, orders fulfilled, issues escalated inputs: order events, supplier feeds, support tickets outputs: fulfilled orders, catalog updates, escalation reports sop: src/sops/fulfillment.md (versioned, reviewed like code) metrics: orders fulfilled / day, sync lag, open escalations human: reviews outcomes weekly; owns anything that costs money
Every agent role at zalize gets a charter like this one — mission, inputs, outputs, SOP, metrics, and the human who owns it. The full org system lives in private repos; this is the format, and the tooling above is the public part.
Write the roles
One charter per function — mission, inputs, outputs, metrics. Roles are files, not job descriptions.
Write the SOPs
Every recurring process becomes a versioned document agents execute against. If it lives in a head, it doesn't exist.
Measure outcomes
Roles earn their keep through shipped output and verified results — not activity. Retire what doesn't.