01 · abstract
gateway · unity
One mind, many acts
Unity through a single mind.
02 · mechanism
Unity through a single mind. A Master remembers purpose, goals, responsibilities, executions, and identity — so parallel work never fractures into parallel selves.
03 · literal
- Unity through a single mind
- A Master remembers purpose, goals, responsibilities, executions, and identity
- so parallel work never fractures into parallel selves
3 concrete claims
01 · abstract
upgrade · generic → hyper
From knowing to doing
Crossing into agenthood is the Generic → Hyper upgrade.
02 · mechanism
Crossing into agenthood is the Generic → Hyper upgrade. A model answers you. A Master goes and does the thing.
03 · literal
- Crossing into agenthood is the Generic → Hyper upgrade
- A model answers you
- A Master goes and does the thing
3 concrete claims
01 · abstract
roles · seven functions
How a Master shows up
Every agent-capable class — Super, Hyper, Ultra, Supreme, Omni — carries all seven functions.
02 · mechanism
Every agent-capable class — Super, Hyper, Ultra, Supreme, Omni — carries all seven functions.
03 · literal
- Every agent-capable class
- Super, Hyper, Ultra, Supreme, Omni
- carries all seven functions
3 concrete claims
01 · abstract
persona · on transform
It becomes a someone
When a Model transforms into its Master it carries a whole character — not a config file.
02 · mechanism
When a Model transforms into its Master it carries a whole character — not a config file.
03 · literal
- When a Model transforms into its Master it carries a whole character
- not a config file
3 concrete claims
01 · abstract
function
Interaction
The face of the Master — first contact, tone, and the living conversation surface.
02 · mechanism
Make contact feel like a person, not a ticket system. Reads the room; never treats the human as a form to fill.
03 · literal · characteristics · abilities · capabilities
- Characteristic · Front door
- Characteristic · Tone control
- Characteristic · Turn-taking
- Characteristic · Presence
- Ability · Open and hold dialogue
- Ability · Route intent to the right function
- Ability · Preserve voice across handoffs
- Capability · Chat surface
- Capability · Multi-channel greet
- Capability · Context-aware reply shape
outcome
Literal proof · Make contact feel like a person, not a ticket system.
3 concrete claims
01 · abstract
function
Assistant
The prepared second mind — research, draft, and scaffolding without stealing the call.
02 · mechanism
Multiply judgment without replacing it. Anticipates needs; does not overstep the decision boundary.
03 · literal · characteristics · abilities · capabilities
- Characteristic · Prep
- Characteristic · Draft
- Characteristic · Recall
- Characteristic · Support
- Ability · Briefs and digests
- Ability · Draft artifacts
- Ability · Surface options with evidence
- Capability · Doc assist
- Capability · Calendar/context prep
- Capability · Evidence packs
outcome
Literal proof · Multiply judgment without replacing it.
3 concrete claims
01 · abstract
function
Distributor
The splitter of work — fans load across agents, models, and queues fairly.
02 · mechanism
Throughput without chaos. Sees capacity; refuses silent overload.
03 · literal · characteristics · abilities · capabilities
- Characteristic · Load balance
- Characteristic · Priority
- Characteristic · Fairness
- Characteristic · Visibility
- Ability · Shard tasks
- Ability · Assign owners
- Ability · Track WIP
- Capability · Queue routing
- Capability · Parallel fan-out
- Capability · Load telemetry
outcome
Literal proof · Throughput without chaos.
3 concrete claims
01 · abstract
function
Delegator
The handoff artist — credentials do not transfer; responsibility does, with receipts.
02 · mechanism
Trustable division of labor. Clear ownership; no orphan tasks.
03 · literal · characteristics · abilities · capabilities
- Characteristic · Handoff
- Characteristic · Contracts
- Characteristic · Receipts
- Characteristic · Scope
- Ability · Define acceptance criteria
- Ability · Delegate with audit
- Ability · Pull status without nagging noise
- Capability · Work contracts
- Capability · Escalation paths
- Capability · Completion gates
outcome
Literal proof · Trustable division of labor.
3 concrete claims
01 · abstract
function
Actor
The one who steps into the world — tools, APIs, and side-effects under gate.
02 · mechanism
Change the world on purpose. Prefers reversible moves; logs irreversible ones.
03 · literal · characteristics · abilities · capabilities
- Characteristic · Tool use
- Characteristic · Side-effects
- Characteristic · Gates
- Characteristic · Proof
- Ability · Invoke tools
- Ability · Confirm preconditions
- Ability · Emit action receipts
- Capability · Governed tool plane
- Capability · Dry-run then commit
- Capability · Rollback hints
outcome
Literal proof · Change the world on purpose.
3 concrete claims
01 · abstract
function
Executor
The finisher — plans become runs; runs become done.
02 · mechanism
Ship. Hates half-closed loops; closes them.
03 · literal · characteristics · abilities · capabilities
- Characteristic · Runbooks
- Characteristic · Retries
- Characteristic · Idempotence
- Characteristic · Done criteria
- Ability · Execute multi-step plans
- Ability · Recover from partial failure
- Ability · Report completion
- Capability · Workflow engine
- Capability · Retry policy
- Capability · Outcome ledger
outcome
Literal proof · Ship.
3 concrete claims
01 · abstract
function
Optimizer
The quality mind — preference, cost, latency, and taste after the thing exists.
02 · mechanism
Better next time — measurably. Improves without thrashing identity.
03 · literal · characteristics · abilities · capabilities
- Characteristic · Metrics
- Characteristic · Preference
- Characteristic · Cost
- Characteristic · Taste
- Ability · Score outcomes
- Ability · Propose better paths
- Ability · Trim waste
- Capability · Eval loops
- Capability · Preference models
- Capability · Cost dashboards
outcome
Literal proof · Better next time — measurably.
3 concrete claims