Fix prose defects across blog batch
blog-prose-remediationworkflowsetup L2★1,835
codenameone/CodenameOne ↗What it does
Fix high-confidence prose defects across a batch of blog posts, then adversarial
Best for
Hardening vague agent instructions into precise, testable, falsifiable prompts.
Inputs
- · args: string or object
Outputs
- · execution result
- · report markdown
- · verdict JSON
Requires
- · multi-agent orchestration
- · file read/write
- · git CLI
Preconditions
- · Git repo initialized
- · Schema or contract defined
Failure modes
- · Verification gates fail
Trust signals
- · Strict structured output schemas for each phase
- · Explicit phase orchestration with gates
- · Adversarial verification step
- · Explicit guardrails and stopping criteria