generate-suggestions

Generate prioritized follow-up task suggestions from completed task outputs and context.

16|8|Updated Apr 15, 2026

Search Tags:#automation #context #tasks #generate #workflows #task-management #suggestions

Ready to run

npx skills add https://github.com/GliteTech/glite-arf --skill generate-suggestions

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: generate-suggestions
Source: https://github.com/GliteTech/glite-arf/tree/main/arf/skills/generate-suggestions
Command: npx skills add https://github.com/GliteTech/glite-arf --skill generate-suggestions

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the generation of actionable follow-up task suggestions by synthesizing task outputs, research notes, and logs into prioritized ideas.

Core Features & Use Cases

Context-aware synthesis of task artifacts to surface new tasks (from task.json, research notes, results, and logs).
Deduplication against existing tasks and suggestions to avoid duplicates.
Prioritization and tagging with recommended task types to streamline workflow and automation.

Quick Start

Apply this skill to a completed task folder to generate follow-up task suggestions.

Frequently Asked Questions about generate-suggestions

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

FAQPage Schema

How do I automate follow-up task suggestions from completed work?▼

To automate follow-up task suggestions, apply a context-aware synthesis tool that analyzes task.json, research notes, results, and logs to generate prioritized, deduplicated candidate tasks. This process outputs a structured suggestions.json file for verification.

What is context-aware task generation and how does it work?▼

Context-aware task generation analyzes current task artifacts like task.json, research notes, and logs to produce candidate suggestions. It synthesizes project context to surface new experiments, techniques, datasets, or evaluations automatically.

How do I prevent duplicate tasks when generating workflow suggestions?▼

To prevent duplicate tasks during suggestion generation, the system validates candidates against the official suggestions specification and deduplicates them against existing tasks and suggestions. This ensures only non-duplicate, prioritized items are written to suggestions.json.

Can I generate task suggestions from research notes and project logs?▼

Yes, you can generate task suggestions from research notes and project logs. The system synthesizes these artifacts along with task.json and results to produce candidate, non-duplicate, prioritized suggestions for experiments, techniques, datasets, or evaluations.

What is the best way to prioritize follow-up tasks in an automated workflow?▼

The best way to prioritize follow-up tasks is using a generation tool that analyzes task context and applies prioritization tagging with recommended task types. This streamlines workflow automation by outputting ranked, deduplicated suggestions.

Do I need a completed task folder to generate suggestions?▼

Yes, you need a completed task folder containing artifacts like task.json, research notes, results, plans, or logs. The system synthesizes these outputs and project context to generate candidate, non-duplicate, prioritized suggestions for follow-up tasks.