libskill

Derive jobs, agent profiles, skill matrices, and career progression from YAML schema data.

4|Updated Jan 14, 2026
One-click install
npx skills add https://github.com/forwardimpact/monorepo --skill libskill
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: libskill
Source: https://github.com/forwardimpact/monorepo/tree/main/.claude/skills/libskill
Command: npx skills add https://github.com/forwardimpact/monorepo --skill libskill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides the core business logic for deriving jobs, agent profiles, skill matrices, and career progression pathways, ensuring consistency and accuracy across the Forward Impact suite.

Core Features & Use Cases

  • Job Derivation: Calculates skill proficiencies and behavior maturities based on levels, tracks, and disciplines.
  • Agent Profile Generation: Creates tailored profiles for AI agents, filtering for applicability and constraints.
  • Career Progression Analysis: Analyzes and defines career advancement paths.
  • Use Case: When updating the definition of a "Senior Software Engineer" role, this Skill's logic ensures that the derived skill matrix and behavioral expectations accurately reflect the new definition across all relevant products.

Quick Start

Use the libskill to derive the job definition for a given discipline, level, and track.

Frequently Asked Questions about libskill

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

FAQPage Schema
How does career progression business logic derive skill proficiencies from schema data?

Career progression business logic calculates skill proficiencies and behavior maturities by processing YAML schema data based on levels, tracks, and disciplines to generate accurate job definitions and skill matrices.

How do I generate agent profiles from job definitions and skill matrices?

Generate agent profiles by applying business logic to filter derived skill matrices and behavior profiles for applicability and constraints, creating tailored AI agent profiles that integrate with Basecamp for generation.

Does this job derivation logic work with YAML schema data from Map?

Yes, the job derivation logic directly utilizes YAML schema data from Map as its input source, integrating with Pathway for presentation and Basecamp for agent generation to ensure data consistency.

What is the best way to modify career progression logic for a specific job definition?

Modify career progression logic by updating the core business rules that derive skill matrices and behavior profiles, ensuring that changes to a job definition accurately reflect across all relevant products.

Can I use this skill to calculate behavior maturities for different tracks and disciplines?

Yes, you can calculate behavior maturities for different tracks and disciplines. The job derivation logic processes these variables from schema data to output comprehensive skill matrices and career advancement paths.