dk-close-the-loop
OfficialStructured, multi-step refinement of AI outputs.
Software Engineering#debugging#iteration#hypothesis#compare#loop-management#ai-refinement#scratch-directory
Authordeepklarity
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Iterative output refinement can be tedious and error-prone when done manually; this skill provides a structured loop to systematically observe, hypothesize, change, and rerun to improve results while keeping context organized on disk.
Core Features & Use Cases
- Structured observe-hypothesize-change-rerun workflow that preserves all intermediate states in a dedicated scratch directory.
- Phase-driven iteration with built-in guidance for critique, hypothesis, and verdict decisions.
- Use cases include improving prompts, refining plans or models, and debugging complex AI pipelines with auditable history.
Quick Start
Create the scratch directory, seed the baseline work, and run the close-the-loop process to begin iterations.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: dk-close-the-loop Download link: https://github.com/deepklarity/harness-kit/archive/main.zip#dk-close-the-loop Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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