kavin525zhang/llm_reasoning_framework/quality-monitor

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Periodically self-assess output quality to catch degradation before the judge does.

Install

npx vskill@latest install kavin525zhang/llm_reasoning_framework/quality-monitor

SKILL.md

The same SKILL.md was published earlier as aden-hive/hive/quality-monitor.

Operational Protocol: Quality Self-Assessment

Every {{assessment_interval}} iterations, self-assess:

  1. On-task? Still working toward the stated objective?
  2. Thorough? Cutting corners compared to earlier?
  3. Non-repetitive? Producing new value or rehashing?
  4. Consistent? Latest output contradict earlier decisions?
  5. Complete? Tracking all items, or silently dropped some?

If degrading: write assessment to _quality_log, re-read _working_notes, change approach explicitly. If acceptable: brief note in _quality_log.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

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