Assesses whether a task brief is clear enough to proceed or escalate.
npx skills add https://github.com/bigeasyfreeman/adlc --skill brief-clarity-judge
Please help me install this Agent Skill. Skill: brief-clarity-judge Source: https://github.com/bigeasyfreeman/adlc/tree/main/skills/brief-clarity-judge Command: npx skills add https://github.com/bigeasyfreeman/adlc --skill brief-clarity-judge
This Skill automates the assessment of clarity in triage outcomes, helping to determine if a task is clear enough to proceed or needs human clarification.
Use the brief-clarity-judge skill to assess the clarity of a task brief.
High-intent search queries and answers about installing and using this skill.
Automate triage clarity assessment by evaluating task classification confidence between 0.6 and 0.8 to determine if a brief is clear enough to proceed or requires human escalation.
Escalate a task brief for human clarification when architecture-affecting unknowns exist or when triage confidence falls within the middle band, indicating insufficient clarity to proceed automatically.
AI decision-making handles task management triage by evaluating an epistemic ledger and classification confidence to judge brief clarity, routing ambiguous tasks to human review instead of proceeding.
Assessing triage outcomes in the middle confidence band requires a task classification confidence score and an epistemic ledger to evaluate brief clarity and determine escalation needs.
Automating clarity assessment is limited to the middle confidence band and cannot resolve architecture-affecting unknowns independently, requiring human intervention for tasks lacking clear briefs.
TylerGarlickTrack and calibrate epistemic confidence labels against ground truth in a persistent ledger.
sburlExecute prioritized tasks from the do-work folder with automated PR submission.
jimmymalhanScore completed task confidence using evidence and a tracking ledger.
masharrattDetect intervention requirements during CFN Loop iterations using configurable thresholds.
