GrokBot supervises
Intent, preferences, tradeoffs, context, and final decisions stay in a small persistent control layer.
Open-source workforce architecture / v0.1.0
GrokBot should run your workforce.
Not be your entire workforce.
A low-usage workforce architecture for turning GrokBot into a persistent control plane instead of an expensive universal worker.
Public source: M4G3LL4N0/grokbot-office · AgentOS: M4G3LL4N0/agentos
control core / external graph
persistent contextrouting / evidence
smallest
control
core
control
core
cachetriagereuse
The thesis
A tiny core can coordinate a huge graph.
AgentOS routes
Capabilities, workers, retries, verification, and learning are selected at the execution boundary.
Workers execute
OpenCode, models, APIs, MCP, browser workers, and deterministic software remain replaceable.
Evidence verifies
The system learns and reuses only after a result crosses a real evidence boundary.
Interactive architecture simulation
One core. Many possible edges.
Selected route / SOURCE CHANGE
Inspect a repository
1 workerworker calls
01
request
02
cache state
03
changed files
04
OpenCode
05
tests
06
verifier
07
cache
08
result
Illustrative result
Compact audit + evidence
The second request can retrieve the verified artifact when the source hash is unchanged.
Architecture simulation / not live execution evidence
North star
Verified useful output
÷
Total resource cost
The point is not to make every task expensive. It is to make the next equivalent task cheaper by retrieving the right artifact, reducing context, and keeping the smallest capable team in control.
134
conceptual roles
3
reference supervisors
0
fabricated benchmarks
1
smallest-capable rule
The learning loop
Evidence becomes cheaper context.
A worker does not get to call its own output “verified.” The loop keeps the boundary visible.
Selected: Worker
Start with the smallest capable owner, not a fan-out.
Role catalog / sanitized reference data
Role ≠ Bot
01persistent candidate
ChiefOfStaff
Own attention, merge chiefs, and surface decisions.
- Group
- Command
- Parent
- human
- Capability form
- intent, tradeoffs, final decision
02persistent candidate
IntelligenceChief
Own external intelligence, changes, anomalies, and opportunities.
- Group
- Intelligence
- Parent
- ChiefOfStaff
- Capability form
- research, synthesis, escalation
03persistent candidate
ProjectsChief
Know project states, blockers, dependencies, and next actions.
- Group
- Projects
- Parent
- ChiefOfStaff
- Capability form
- coordination, review, recovery
04workflow
PersonalOfficeChief
Coordinate personal logistics and planning with approval boundaries.
- Group
- Personal office
- Parent
- ChiefOfStaff
- Capability form
- place retrieval, reminders, human confirmation
05workflow
FamilyOfficeChief
Coordinate specialist workflows for assets, admin, and risk.
- Group
- Family office
- Parent
- ChiefOfStaff
- Capability form
- routing, approvals, review
06workflow
ResearchChief
Turn questions into minimum-cost research plans.
- Group
- Research
- Parent
- ChiefOfStaff
- Capability form
- query design, source checks, synthesis
07workflow
AutomationChief
Coordinate repeatable software and operational automations.
- Group
- Automation
- Parent
- ChiefOfStaff
- Capability form
- workflow design, monitoring, recovery
08skill
CostOptimizer
Find lower-cost paths without weakening safety or evidence.
- Group
- Economics
- Parent
- ChiefOfStaff
- Capability form
- routing math, cache policy, usage review
09workflow
VerificationChief
Challenge outputs and require evidence before reuse.
- Group
- Verification
- Parent
- ChiefOfStaff
- Capability form
- tests, evidence review, escalation
10workflow
SecurityChief
Protect identities, scopes, and approval boundaries.
- Group
- Security
- Parent
- ChiefOfStaff
- Capability form
- threat review, redaction, incident response
133skill
LocationIntelligence
Retrieve approved place context and calculate useful options.
- Group
- Location intelligence
- Parent
- ChiefOfStaff
- Capability form
- place retrieval, deterministic facts, human confirmation
134skill
GrokBotEcosystemScout
Discover and inspect external capability candidates without executing them.
- Group
- Ecosystem
- Parent
- IntelligenceChief
- Capability form
- static inspection, risk classification, approval
134 conceptual roles / 3 local reference supervisors / 131 virtual by default
Read the operating model