gsd-ns-context

Route codebase intelligence requests to the appropriate mapped-graph workflow.

4|1|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/lgwanai/openforce --skill gsd-ns-context-lgwanai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gsd-ns-context
Source: https://github.com/lgwanai/openforce/tree/main/skills/gsd-ns-context
Command: npx skills add https://github.com/lgwanai/openforce --skill gsd-ns-context-lgwanai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you quickly discover and act on the right codebase-intelligence workflow, turning an intent like “map the repo” or “generate a knowledge graph” into the correct Skill invocation.

Core Features & Use Cases

  • Intent-based routing: Chooses the best underlying codebase-intelligence Skill based on what you ask.
  • Mapped codebase exploration: Supports full structure mapping, fast scans, and targeted queries against mapped intelligence files.
  • Knowledge graph and documentation outcomes: Enables knowledge-graph generation and project documentation updates, plus extracting learnings after a phase completes.
  • Use Case: You’re joining an unfamiliar project and want to find relevant architecture files; you can request a codebase map, query mapped intelligence, or generate a graph to understand dependencies and structure.

Quick Start

Use the gsd-ns-context skill to route your codebase intelligence request to the appropriate mapped-graph workflow for your current intent.

Frequently Asked Questions about gsd-ns-context

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

FAQPage Schema
How do I map an unfamiliar repository structure to understand its architecture?

To map an unfamiliar repository structure, you use intent-based routing to select the appropriate underlying codebase intelligence workflow, which scans the repository and generates a structural map for architectural understanding.

What is intent-based routing for codebase intelligence workflows?

Intent-based routing maps semantic commands like 'map the repo' to the correct codebase intelligence Skill invocation, selecting the appropriate workflow variant such as fast scanning, querying, graph generation, or documentation updates.

Can I update project documentation automatically from a mapped codebase?

Yes, you can update project documentation by routing your intent to the docs workflow variant, which invokes the correct underlying Skill to process mapped codebase intelligence and refresh project docs accordingly.

How do I generate a knowledge graph for my codebase dependencies?

You generate a knowledge graph by issuing a semantic command targeting graph generation, which triggers the graph variant of the codebase intelligence Skill to map dependencies and structural relationships.

Does this codebase discovery approach require any specific dependencies or components?

No, this intent routing approach for codebase discovery requires no specific dependencies or components, operating directly through semantic commands and routing flags to invoke the appropriate underlying Skill.

How do I extract phase learnings after completing a codebase mapping task?

You extract phase learnings by routing your intent to the learnings workflow variant, which invokes the correct underlying Skill to process the completed phase and extract actionable intelligence from the mapped codebase.