Render FLAN-style direct, few-shot, and chain-of-thought instruction prompt/completion pairs without leaking hidden answers into prompts.
Scanned 9/9/2026
Install to Claude Code
Skills Directorynpx -y skills add VectorSpaceLab/AREX-Skill --skill flan_instruction_prompt_formatter --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: flan_instruction_prompt_formatter
description: Render FLAN-style direct, few-shot, and chain-of-thought instruction prompt/completion pairs without leaking hidden answers into prompts.
---
# FLAN Instruction Prompt Formatter
Use this skill after mixture construction to format examples for instruction finetuning or held-out evaluation.
## Inputs
- Examples with `instruction`, `input`, `answer`, and optional `rationale`.
- Mode `direct`, `few_shot`, or `cot`.
## Outputs
- Prompt/completion records and metadata.
## Workflow
1. Build prompts from instruction and input fields.
2. Put target answers only in completions for query examples.
3. Put rationale plus final answer in CoT completions.
4. Record metadata for mechanism checks.
## Validation
Run `python tests/test_prompt_formatter.py`.
## Limitations
Uses compact deterministic templates rather than every original FLAN template.
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