How does the Execution Chain improve my workflow?

It breaks down actions into numbered steps, allowing you to see exactly which files were read, which commands were run, and which lines were edited in sequence.

Why does this skill discourage words like 'obviously' or 'simply'?

To prevent the AI from glossing over complexity. This ensures that difficult tasks are properly explained and that the logic remains accessible to all developers.

What are Phase Markers in this skill?

Phase Markers are status indicators appended to the end of responses that show whether the AI is currently thinking, executing, verifying, or blocked.

Does this skill help with root cause analysis?

Yes, it provides a specialized Debug Trace Pattern that uses Hypotheses, Tests, and Results to systematically eliminate variables and find bugs.

Transparency & Reasoning Trace

Name: Transparency & Reasoning Trace
Author: duyet

byduyet

•

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Standardizes AI reasoning and execution chains to make every decision and step visible during the development process.

The Transparency skill for Claude Code introduces structured execution patterns that make the AI's internal reasoning process fully traceable and verifiable. By implementing numbered execution steps, phase markers, and hypothesis-driven debugging traces, it builds trust and allows developers to audit logic at every stage. It eliminates ambiguity in the AI's workflow, replacing vague summaries with explicit evidence and status updates ranging from initial analysis to final verification.

主な機能

01Structured thinking blocks for complex logic analysis

02Hypothesis-driven debug trace patterns for systematic troubleshooting

03Real-time phase markers to indicate AI status (Thinking, Executing, Verifying)

04Communication guidelines that prioritize evidence over dismissive language

05Numbered execution chains for step-by-step action visibility

062 GitHub stars

ユースケース

01Auditing complex code refactors to ensure every logic change is documented

02Debugging elusive system bugs through explicit hypothesis-based investigations

03Learning best practices by following the AI's step-by-step reasoning process

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add duyet/claude-plugins transparency

For use in Claude.ai and ChatGPT

Download Skill