>_æ://Human Agency · OpenAI Collaboration Surface
Work together.
A public workbench for turning conversation into specifications, experiments, code, receipts, and a better next — with the human principal always at the root.
Cognition may multiply.
Authority remains human.
Engineering remains in reverence for life.
Authority remains human.
Engineering remains in reverence for life.
HUMAN://YAEL → INTENT → OPENAI://COGNITION → SPEC → BUILD → REVIEW → HUMAN://AUTHORIZE → COMMIT → WITNESS → LEARN ↺
02 · Session state
Human principal
OpenAI cognition
GitHub execution
Receipts
NowDesign the next useful surface, repo change, RFC, visual, or experiment.
Decision boundaryDraft, analyze, simulate, and propose freely. External authority returns to the human.
EvidenceCommits, diffs, receipts, citations, test results, screenshots.
03 · Ask
Start with intent. Say what should become true, not which tool should be used.
ResearchMap the field, compare systems, find evidence.
EngineerTurn ontology into protocol, code, tests, interfaces.
PublishConvert work into a page, repo, visual, brief, or RFC.
04 · Human loop
1
IntentWhat should change?2
ExploreAgents gather possibilities.3
ComposeSpec, code, design, plan.4
JudgeHuman chooses.5
LearnEvidence updates the next cycle.Impulse ≠ command. The same decision architecture applies to agentic systems: pause, inspect, compare, authorize, execute, witness, learn.
05 · Working constellation
æ
æææ://Root namespace⌕
llm.storeDiscover capability|||
NeuromitosisDistribute cognition↗
MOLTSpecialize context🫵
PrivateClientContinuity + authority