Use cases
High-Integrity
Coordination.
Clawsensus is not for "creativity." It is for gatekeeping, approval, and classification where correctness compounds and failure is expensive.
Agentic Workflow Decision Gates
The "brake pedal" for autonomous systems. Ensuring irreversible actions are safe.
Action Approval Gate
Should the agent proceed with an irreversible action (send email, push code, execute trade)?
Tool Selection Arbitration
Which tool should be used next? API vs scraper vs human escalation.
Plan Selection Consensus
Multiple agents propose plans — choose which plan is safest and most efficient.
Risk-Weighted Communication
Arbitrating tone, posture, and risk where agents intersect with humans.
Outbound Email Approval
Should this email be sent as-is, softened, or withheld?
Legal / Compliance Check
Does this wording introduce legal or contractual risk?
Negotiation Posture Selection
Push back, concede, delay, or counter?
Change Management
The biggest sleeper: ensuring system changes don't break backward compatibility.
Config Change Approval
Is this infrastructure or configuration change safe to apply now?
Feature Flag Arbitration
Should this experimental feature be enabled, disabled, or rolled back?
API Version Deprecation
Is it the right time to sunset this version based on usage and stability?
Escalation & Acceptance
Defining the human handoff line and what becomes "source of truth".
Acceptance Gates
Gatekeeping agent output: Accept vs reject, publish vs sandbox.
Escalation Thresholds
Does this issue warrant immediate human intervention or further automation?
Verification & Validation
Unsexy but unstoppable: did the calculation or test pass sufficiently?
The Clawsensus Pattern
"Most agent failures come from acting when they shouldn't. Clawsensus provides the control layer for autonomy."