generate-reasoning-traces
CommunityGenerate Stage 2 reasoning traces for AI prompts.
AuthorHsunGong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the creation of Stage 2 reasoning traces, capturing user intent, inferred details, and generation plans to support transparency and auditability in AI reasoning workflows.
Core Features & Use Cases
- Generate structured Stage 2 traces from prompts and user intents for AI research and model evaluation.
- Produce deterministic, reusable traces in JSONL and human-readable summaries for documentation.
- Use Case: When building SFT datasets, attach reasoning traces to prompts to improve interpretability and evaluation of multi-step reasoning.
Quick Start
Run the reasoning trace generator on a sample prompt using the included script. Example: python sft_generate_reasoning_traces.py --input prompts/sample.jsonl --output stage2_reasoning_traces/
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: generate-reasoning-traces Download link: https://github.com/HsunGong/prep/archive/main.zip#generate-reasoning-traces Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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