mechinterp-glossary-and-constraints

Define ability families, AP rungs, and token constraints for mechanistic interpretability experiments.

1|Updated Jul 9, 2024
One-click install
npx skills add https://github.com/cesaregarza/SplatNLP --skill mechinterp-glossary-and-constraints
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mechinterp-glossary-and-constraints
Source: https://github.com/cesaregarza/SplatNLP/tree/main/.claude/skills/mechinterp-glossary-and-constraints
Command: npx skills add https://github.com/cesaregarza/SplatNLP --skill mechinterp-glossary-and-constraints

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill is a concise reference for domain knowledge required in mechanistic interpretability research on SplatNLP's SAE features. It standardizes understanding of ability families, AP rungs, token formats, and experimental constraints to streamline design and analysis.

Core Features & Use Cases

  • Glossary lookup: quickly map short codes (e.g., SCU, ISS, SSU) to full names and stackability.
  • Constraint definitions: clarify hard and soft rules like one_rung_per_family and valid_gear_combinations.
  • Use Case: design valid, bounded experiments that respect AP budgets and token interactions for mechinterp studies.

Quick Start

Use this skill to look up a token family like swim_speed_up_21 or to verify that a given token combination adheres to the one_rung_per_family constraint.

Frequently Asked Questions about mechinterp-glossary-and-constraints

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What are AP rungs in mechanistic interpretability experiments?

Token constraints are hard and soft rules governing token interactions during mechanistic interpretability experiments. They enforce limitations like one_rung_per_family and valid_gear_combinations to ensure SplatNLP SAE feature analyses remain bounded and valid.

How do I look up ability family codes for SplatNLP SAE features?

You can look up ability family codes using the glossary reference, which maps short codes like SCU, ISS, and SSU to full names and stackability properties for mechanistic interpretability experiments on SplatNLP SAE features.

What is the one_rung_per_family constraint in mechinterp experimental design?

The one_rung_per_family constraint is a hard rule limiting token selection to a single rung per ability family. It enforces bounded experimental scopes when designing valid mechanistic interpretability studies on SplatNLP SAE features.

How do I validate token combinations for mechanistic interpretability experiments?

You validate token combinations by checking them against defined constraint rules like valid_gear_combinations and one_rung_per_family. This ensures your mechinterp experimental design respects AP budgets and token interactions properly.

Can I use this glossary to verify token formats like swim_speed_up_21?

Yes, you can use this glossary to look up specific token families like swim_speed_up_21. It provides canonical references for token formats and constraints needed to design valid SplatNLP mechanistic interpretability experiments.

What limitations exist when designing experiments with AP budgets for SAE features?

Experiments are limited by hard and soft constraints like one_rung_per_family and valid_gear_combinations. These rules bound AP budgets and restrict token interactions, preventing invalid experimental designs in SplatNLP SAE feature analysis.