skills.rest
dougdliu
dougdliuCOMMUNITY
Explore all skills by this author →
GitHub

game-manual-decomposition

Decompose FRC game manual PDFs into indexed sections with cross-references.

Updated May 8, 2026
Search Tags:#pdf#agents#decomposition#index#context-management#manual#sections
One-click install
npx skills add https://github.com/dougdliu/FRC_AI_Mega_Project --skill game-manual-decomposition
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: game-manual-decomposition
Source: https://github.com/dougdliu/FRC_AI_Mega_Project/tree/main/skills/anthropic/game_manual_decomposition
Command: npx skills add https://github.com/dougdliu/FRC_AI_Mega_Project --skill game-manual-decomposition

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Decomposing long, monolithic FRC game manual PDFs into modular, indexed sections enables efficient context window management and targeted analysis by automated agents.

Core Features & Use Cases

  • Segment manuals into semantic sections with IDs, page ranges, and keywords
  • Generate a queryable index (manual_sections_index.json) and cross-reference links
  • Support deterministic, idempotent outputs suitable for agent pipelines

Quick Start

Run the decomposition pipeline on the target manual to generate artifacts/manual_sections_index.json

Frequently Asked Questions about game-manual-decomposition

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

FAQPage Schema
How do I decompose a PDF game manual into searchable sections for agent queries?▼

Decomposing a PDF game manual segments the document into modular sections with IDs, page ranges, and keywords. This generates a queryable index with cross-reference links, enabling targeted analysis and efficient context window management for automated agents.

What is a manual sections index and how does it support context management?▼

A manual sections index is a JSON artifact mapping semantic sections to IDs, page ranges, keywords, and summaries. It supports context management by allowing automated agents to query specific manual parts rather than loading the entire monolithic PDF.

How to generate a section index with cross-references from an FRC game manual?▼

Generate a section index by running the decomposition pipeline on the target FRC game manual PDF. The pipeline produces deterministic, idempotent outputs including a compliant manual_sections_index.json file containing section IDs, page ranges, keywords, summaries, and cross-reference links.

Can I use the generated manual sections index for deterministic agent pipelines?▼

Yes, the generated manual sections index supports deterministic, idempotent outputs suitable for agent pipelines. The compliant artifact schema ensures consistent section IDs, page ranges, keywords, summaries, and cross-reference links across repeated pipeline executions.

What are the limitations of decomposing FRC game manuals into modular sections?▼

Decomposition is limited to processing FRC game manual PDFs and generating section indexes with IDs, page ranges, keywords, summaries, and cross-references. Its scope covers deterministic output and compliant artifact schema generation, not broader document formats or non-manual content.

Related Skills

Explore More Data & Analytics Skills→
hidariutiwahidariutiwa

pdf

Extract text and tables from PDFs into Excel files.

Community
Intermediate
HuXiangyu123HuXiangyu123
3

minutes (v1)

Search Feishu Minutes by keywords, owners, participants, and time ranges.

Community
Advanced
alirezarezvanialirezarezvani
24.2k

senior-prompt-engineer

Optimize LLM prompts and evaluate RAG systems for production AI systems.

Community
Intermediate
binhmucbinhmuc
22

pdf

Extract text and tables from PDF documents.

Community
Advanced