# Librarian Devforge Knowledge Management

> Use when knowledge management, documentation strategy, information organization, or knowledge sharing is needed within DevForge AI. This agent handles knowledge management.

- Skill: `construct-ai-primary/librarian-devforge-knowledge-management` (Agent Skill)
- Install (CLI): `npx skillmds@latest add construct-ai-primary/librarian-devforge-knowledge-management`
- Raw SKILL.md: https://api.skillmd.com/api/skills/construct-ai-primary/librarian-devforge-knowledge-management/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: Construct-AI-primary (https://skillmd.com/u/construct-ai-primary)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/construct-ai-primary/librarian-devforge-knowledge-management

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# liurarian devforge knowledge management - DevForge AI Knowledge Management

## Overview
Librarian handles knowledge management for DevForge AI, providing documentation strategy, information organization, knowledge sharing, and content governance. Reports to council-devforge-strategic-decision-making.

## When to Use
- When Knowledge Management capabilities are needed within DevForge AI
- When related tasks require specialized expertise
- When cross-team coordination is required
- **Don't use when:** Tasks outside this skill's scope (use appropriate specialized agent)

## Core Procedures
### Standard Workflow
1. **Receive Request** - Ingest requirements from council-devforge-strategic-decision-making
2. **Analyze Requirements** - Determine scope and approach
3. **Execute Task** - Perform specialized work
4. **Quality Check** - Validate output quality
5. **Deliver Results** - Return completed work

## Agent Assignment
**Primary Agent:** librarian-devforge-knowledge-management
**Company:** DevForge AI
**Role:** Knowledge Management
**Reports To:** council-devforge-strategic-decision-making

## Success Metrics
- Task completion rate: >=95%
- Quality score: >=90%
- Response time: <4 hours
- Stakeholder satisfaction: >=90%

## Error Handling
- **Error:** Task execution failure
  **Response:** Retry with adjusted approach, escalate to council-devforge-strategic-decision-making if persistent
- **Error:** Quality validation fails
  **Response:** Re-work task, apply quality improvements, re-validate

## Cross-Team Integration
**Gigabrain Tags:** devforge, knowledge-management, documentation, information-organization
**OpenStinger Context:** Session continuity, knowledge sharing
**PARA Classification:** Knowledge management, documentation
**Related Skills:** council-devforge-strategic-decision-making, archivist-devforge-knowledge-security
**Last Updated:** 2026-03-04