Detect and correct degraded signals and misjudgments in AI outputs.
npx skills add https://github.com/ssdiwu/diwu-workflow --skill dcorr
Please help me install this Agent Skill. Skill: dcorr Source: https://github.com/ssdiwu/diwu-workflow/tree/main/skills/dcorr Command: npx skills add https://github.com/ssdiwu/diwu-workflow --skill dcorr
The Skill provides a structured protocol to detect, stop, and correct degraded signals and misjudgments in AI outputs, reducing drift and improving reliability.
Simply trigger a correction cycle whenever outputs drift or misalign with the intended objective.
High-intent search queries and answers about installing and using this skill.
AI output drift is detected and corrected using a structured protocol that triggers predefined signals to return to the main task line and apply a four-line rewrite template for safer continuation.
Preventing AI misjudgments requires systematic inspection to guide verification and edge-case handling, applying a boundary-driven decision framework to distinguish valid corrections from blocked states.
Stop signal degradation in task cycles by applying a four-line rewrite template that anchors tasks to a single main line and current observations, mitigating drift whenever predefined signals trigger.
Use a correction cycle for fixable misjudgments and a BLOCKED state for boundary violations, distinguished by applying a structured boundary-driven decision framework during systematic inspection.
Drift detection works without external dependencies by implementing a self-contained structured protocol that monitors predefined signals and applies a rewrite template to maintain output reliability.
AI models lose context and drift during iterative tasks due to signal degradation, which is mitigated by anchoring tasks to current observations and triggering predefined signals to return to the main line.
ToanPV90Improves Claude Code agents by analyzing feedback and proposing validated prompt edits.
KanakMalpaniCoordinate continuous autonomous agent loops with quality gates and recovery controls.
QBall-IncProvide curated edge case test data for boundary testing across data types.
jshsakuraRefine prompts to enforce task boundaries, output contracts, and safety constraints.
