- Build success is confused with customer readiness
- Different reviewers repeat the same shallow audit
- Security and recovery are treated as late checklists
software workflow hub
Multi-model workflows for software
Make architecture, implementation, adversarial review, testing, security, operations, and release evidence part of one flow.
- Test deployed behavior when making launch claims
- Separate external prerequisites from code defects
- Preserve user changes in dirty worktrees
- Require rollback and data recovery for stateful systems
One flow, bounded owners.
| Stage | Purpose | Suggested ownership |
|---|---|---|
| Contract | Define user journey, boundaries, and acceptance | Planner |
| Implementation | Change the smallest coherent source path | Coder + context keeper |
| Adversarial review | Trace misuse, failure, and authorization | Critic + tester |
| Verification | Run functional, security, and regression tests | Verifier + fact-checker |
| Release decision | Separate blockers, conditions, and optional hardening | Reviewer |
Authored recipes
Start from a tested structure.
dual · Builder 10
Inspect + download →Software production-readiness audit
Review product behavior and operational risk in parallel before producing one launch decision.
collaboration · Builder 5
Inspect + download →API migration plan
Convert an API change into one compatibility-aware implementation and rollout plan.
collaboration · Builder 5
Inspect + download →Accessibility remediation workflow
Turn an accessibility audit into an evidence-ranked remediation and retest plan.
Roles + task guides
Understand each responsibility.
primary role
Open role →Coder
Implements or diagnoses software under the product’s real architecture and constraints.
primary role
Open role →Verifier
Checks whether claims, calculations, links, states, and completion evidence are true.
support role
Open role →Tester
Turns requirements and implementation claims into reproducible checks.
support role
Open role →Fact-checker
Challenges factual claims and source alignment inside another role’s work.
task guide
Follow guide →Decode an exact Workbench error
Match the visible text to a known failure before changing credentials, models, or hardware.
task guide
Follow guide →Build your first multi-model workflow
Choose one outcome, assign bounded roles, and run a coherent staged board.