Match backlog item evidence against acceptance criteria to produce a verdict.
npx skills add https://github.com/Uncodier/API --skill makinari-rol-judge
Please help me install this Agent Skill. Skill: makinari-rol-judge Source: https://github.com/Uncodier/API/tree/main/src/skills/makinari-rol-judge Command: npx skills add https://github.com/Uncodier/API --skill makinari-rol-judge
backlog item evaluation is manual, slow, and error-prone; this skill provides a deterministic verdict using evidence and acceptance criteria to drive item status and automation.
Provide a deterministic verdict for a backlog item using its evidence and acceptance criteria and update its status accordingly.
High-intent search queries and answers about installing and using this skill.
Deterministic backlog verdicts match provided evidence against acceptance criteria to produce an approved, rejected, or escalate outcome. This mechanism replaces slow manual reviews with automated, evidence-driven workflow advancement.
Per-flow guardrails enforce flow-specific quality checks during backlog verification by tailoring evaluation rules for auth, docs, automation, and backend contexts. This ensures the verdict respects the unique constraints of each product flow.
Escalation handling prevents infinite retries by triggering self-heal or review processes when a backlog item fails evaluation. This ensures unresolved items receive manual attention instead of looping in automated workflows.
Deterministic verdicts apply across multiple product workflows by using per-flow guardrails to tailor checks for each context. This allows the same evaluation engine to drive different automation pipelines.
An automated backlog verdict outputs a decision, a reason, and lists of matched and unmatched acceptance criteria. This structure provides transparency for workflow automation and downstream actions.
UncodierEvaluate app and site flow items against standardized judging rules and evidence gates.
UfukNodeEvaluate downstream narrative beats for coherence after upstream insertions.
bish-xValidate and register cron jobs with staggering and quiet hours.
ingpocVerify prompts and configurations with deterministic script checks and hash validation.
