skills.rest
harishgovardhandamodar
harishgovardhandamodarCOMMUNITY
Explore all skills by this author →
GitHub

context-engineering

Optimize agent context with hierarchical rules, specs, and selective file inclusion.

Updated Apr 8, 2026
Search Tags:#developer-workflow#context-engineering#prompt-engineering#context-management#agent-context#rules-file
One-click install
npx skills add https://github.com/harishgovardhandamodar/adversarialStudy --skill context-engineering-harishgovardhandamodar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: context-engineering
Source: https://github.com/harishgovardhandamodar/adversarialStudy/tree/main/Distributionally-Adversarial-Attack/.agents/skills/context-engineering
Command: npx skills add https://github.com/harishgovardhandamodar/adversarialStudy --skill context-engineering-harishgovardhandamodar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Provides a deliberate process to feed agents the right information at the right time so they produce accurate, focused, and consistent outputs while avoiding hallucination, context flooding, and stale assumptions.

Core Features & Use Cases

  • Context Hierarchy: Defines a persistent rules layer, spec/architecture excerpts, relevant source files, error output, and conversation history to load in order of persistence and relevance.
  • Packing Strategies & Selective Inclusion: Offers brain-dump, selective-include, and hierarchical-summary patterns to minimize noise and token waste while preserving necessary detail.
  • Confusion Management & Verification: Surfaces ambiguities, proposes explicit options, requests confirmation for missing requirements, and verifies expected conventions against rules files.
  • Use Cases: Starting a new development session, switching between major features, triaging failing tests, and restoring agent alignment after degraded outputs.

Quick Start

Load the persistent rules file, the relevant spec section, and only the source files needed for the current task, then ask the agent to implement the single feature while surfacing any ambiguities for confirmation.

Frequently Asked Questions about context-engineering

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

FAQPage Schema
How do I optimize agent context to reduce hallucinations during code generation?▼

Reduce hallucinations by loading a persistent rules file, relevant spec sections, and only necessary source files to curate agent context and ensure accurate, focused outputs.

What is the best way to manage prompt context when switching between major development features?▼

Manage context when switching features by reloading persistent rules files, relevant spec sections, and required source files to restore agent alignment and maintain output consistency.

How do I minimize token waste when feeding project files to an AI coding agent?▼

Minimize token waste using selective inclusion and packing strategies like hierarchical-summary to limit noise, preserving necessary detail while loading only task-relevant project files.

Why does my AI agent make stale assumptions during debugging sessions?▼

Agents make stale assumptions during debugging when context lacks explicit confusion-management prompts and current error output verified against persistent rules files.

Can I use context engineering for triaging failing tests with an autonomous agent?▼

Yes, context engineering applies to triaging failing tests by selectively including error output, relevant source files, and conversation history to guide agents toward accurate fixes.

Related Skills

Explore More Software Engineering Skills→
farzanmrzfarzanmrz
6

context-engineering

Structure and load persistent rules, specs, and source files for agent context.

Community
Advanced
davpatel605-beepdavpatel605-beep

opencode

Delegate software development tasks to an autonomous OpenCode CLI agent.

Community
Advanced
josuenavarroaguadojosuenavarroaguado

context-engineering

Load hierarchical project context to reduce AI hallucinations.

Community
Intermediate
AskTinNguyenAskTinNguyen

context-engineering

Organize hierarchical context with rules files and selective source loading.

Community
Advanced