π§ How to Use the Fleet
Everything you need to start working with YoniClaw's AI fleet β routing work, reading the dashboard, updating data, and understanding the pipeline.
1. Route work to a claw
Every claw owns a domain (Dev, Ops, Trading, Comms, Products, Leadership). To delegate work, mention the claw name in conversation with YoniClaw, or use sessions_send to reach it directly.
Routing by keyword
YoniClaw's ROUTING-ENFORCER.md scans for keywords:
- proxy, server, Docker, DNS, Caddy β InfraClaw / DevopsClaw
- test, Playwright, QA β QAClaw
- send message, WhatsApp, email β CommsClaw
- trade, DeFi, Hyperliquid β TradeClaw / TradingClaw
- research, investigate, debug β spawn subagent
Direct session keys
Each claw has an OpenClaw session key (visible on the landing page org chart). Use sessions_send(sessionKey, message) to route work programmatically.
Full routing table β /orchestration
2. Read the fleet at a glance
The landing page gives you a macro view:
- Org chart β claws grouped by domain, with human owners, session keys, and project counts per claw
- Deep-dive cards β 4 primary routes (Skills, People, Memory Wiki, Projects)
- Badges β accent = live counts; warn = ownership conflicts; prod = healthy
Every page uses the same design system (eToro dark + teal). The top nav is persistent and lets you jump between deep-dives instantly.
3. Data flow: MemClaw β fleet-hub
MemClaw is the single source of truth. Fleet-hub is a read-only view, refreshed daily at 06:00 UTC by a single pipeline (scripts/daily-sync.mjs):
What the pipeline syncs
| Data | Source |
|---|---|
| Projects registry | MemClaw fleet-projects/registry β public/data/registry.json |
| People | MemClaw fleet-humans/* β data/*.json |
| Skills | Fleet host /var/www/fleet-skills/ β public/data/skills-*.json |
| Wiki | memclawz/karpathy-layer/wiki/ β data/wiki/*.md |
| Standards | MemClaw fleet-projects/standards β public/data/PROJECT-STANDARDS.md |
Fallback chain
Each source tries: MemClaw API β GitHub raw β local file. First success wins. The pipeline writes data/.sync-meta.json with per-source status so you can audit drift.
4. Contribute / update content
Add a human
memclaw_doc_write to fleet-humans/humans-extra, or edit knowledge/people/team-directory.md in the workspace. The next sync picks it up.
Add a project
Create a PROJECT.md in the project repo following PROJECT-STANDARDS v1, then add it to the registry via memclaw_doc_write or a PR to yoniassia/ClawsProjects.
Add a wiki page
Write a .md file to memclawz/karpathy-layer/wiki/. The sync copies it to data/wiki/ and Next.js SSG generates the page.
Write a memory
Use memclaw_write for unstructured knowledge or memclaw_doc_write for structured records. Memories persist in MemClaw and can be searched by any claw.
5. Architecture at a glance
βββββββββββ MemClaw API ββββββββββββββββ SSG pages ββββββββββββββββββ
β MemClaw β βββ daily sync βββ fleet-hub β βββ Caddy ββββ fleet.clawz.orgβ
β (Docker)β 06:00 UTC β (Next.js) β β (public) β
βββββββββββ ββββββββββββββββ ββββββββββββββββββ
β reads from
data/ + public/data/
(JSON, Markdown files)Fleet-hub is v0.5.0. Source: yoniassia/fleet-hub. Basic auth: fleet:clawz123. Public routes: /, /humans, /getting-started.