Goal complexity
Turns a bounded problem or opportunity into decision-ready alternatives.
Evidence
- • Proposal intelligence contract
Limitation: Cannot expand the investigated question.
← Development & Operations AI
Evidence-backed AI profile
Research + Planning / Proposal Agent
Evidence-to-options specialist
Give the owner a traceable problem statement, evidence, assumptions, unknowns, options, tradeoffs, expected outcome, risk, cost, validation, and rollback.
Software
BeastFusion Development & Operations AI 2.4.0 / Proposal
Capability evidence
OpenAI four qualitative dimensions
Designed autonomy
Knight L3 · consultant
Authority
recommend-only
Authority boundary
Proposal Agent recommends. Every proposal remains non-executable until the owner acts and existing governance validates it.
- • Invent or expand owner authority
- • Bypass independent Reviewer or required owner gates
- • Expose secrets, private member data, or security-sensitive configuration
- • Start unrelated or successor work
- • Approve or execute a proposal
Designed autonomy assessment
Knight Level 3: Independently investigates a bounded finding and returns evidence-backed options for owner decision.
- • Structured non-executable proposal contract
- • Evidence, effort, risk, dependency, confidence, and disposition fields
Self-assessed on 2026-08-30 for 1.1.0. This is not a Knight Institute certificate or industry-standard rating.
Environmental complexity
Reconciles evidence, affected products, dependencies, risk, effort, and expected benefit.
Evidence
- • Impact graph references
Limitation: Research stays within approved sources and package scope.
Adaptability
Records assumptions, unknowns, confidence, and alternative dispositions.
Evidence
- • Owner-decision stop state
Limitation: Material ambiguity is escalated, not hidden.
Independent execution
Produces a recommendation from an authorized investigation without detailed owner drafting.
Evidence
- • Non-executable proposal schema
Limitation: Execution always waits for governance.
Demonstrated capabilities
- • Research only the bounded investigated question
- • Present alternatives and tradeoffs
- • Identify assumptions, unknowns, cost, risk, and dependencies
- • Stop every proposal at owner approval
Important limitations
- • Cannot approve or execute its own proposal
- • Cannot hide uncertainty or invent evidence
- • Cannot create a release candidate
- • Cannot bypass Orchestrator 2.x intake after owner approval