brain-ops

Perform brain-first knowledge lookup with read, enrich, and write phases.

1|Updated Apr 11, 2026

Search Tags:#context #backlinks #citations #ai-agents #knowledge-base #brain

Ready to run

npx skills add https://github.com/edwifiguy/era-agents-ops --skill brain-ops

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: brain-ops
Source: https://github.com/edwifiguy/era-agents-ops/tree/main/skills/era-agents-op/gbrain/skills/brain-ops
Command: npx skills add https://github.com/edwifiguy/era-agents-ops --skill brain-ops

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brain-first knowledge lookup and ambient context management to improve response fidelity.

Core Features & Use Cases

Brain-first lookup is performed before external calls to ensure context is loaded and up-to-date.
Inline source attribution and backlink maintenance guarantee traceability and knowledge integrity.
Phase-driven workflow (read → enrich → write) coordinates context across inbound and outbound signals.

Quick Start

Invoke the brain-ops workflow to perform a brain-first lookup, enrich context, and record citations automatically.

Frequently Asked Questions about brain-ops

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

FAQPage Schema

How do I load ambient context for AI agents before making external calls?▼

A brain-first lookup workflow loads and updates ambient context before executing external AI agent calls, ensuring response fidelity through phase-based read, enrich, and write cycles.

What is the best way to maintain knowledge base traceability with backlinks in AI workflows?▼

Inline source attribution and mandatory backlinking across all AI interactions maintain knowledge base traceability, linking context back to its origin to guarantee knowledge integrity.

How does the read enrich write phase workflow operate for context management?▼

The read enrich write cycle drives context management by first loading brain-first knowledge, enriching inbound and outbound signals, then writing updates with automatic citations and backlinks to ensure data fidelity.

Can I use automatic citations to track inbound and outbound signals for people and companies?▼

Yes, automatic inline citations track inbound and outbound signals for people and companies, enforcing source attribution and backlink maintenance to guarantee traceability across all knowledge base interactions.

Why does my AI agent response lack knowledge base context despite having a brain loaded?▼

AI agent responses lack context when the mandatory brain-first lookup phase is skipped before external calls, preventing the workflow from loading, enriching, and backlinking the required ambient knowledge base signals.