specskills-propose

Generate SpecSkills proposals, designs, and tasks from natural language input.

Updated Apr 16, 2026

Search Tags:#automation #design #pipeline #artifacts #change-management #specskills

Ready to run

npx skills add https://github.com/luansilvadb/agoravai --skill specskills-propose

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: specskills-propose
Source: https://github.com/luansilvadb/agoravai/tree/main/.rag/context/specskill-propose
Command: npx skills add https://github.com/luansilvadb/agoravai --skill specskills-propose

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The SpecSkills propose unit automates the end-to-end generation of change proposals, ensuring a deterministic, resilient pipeline from natural-language input to a complete package of artifacts.

Core Features & Use Cases

Deterministic pipeline: orders artifact generation strictly by status dependencies and resolve applyRequires graphs.
Resilient build: validates file I/O, catches and recovers from I/O errors, and aborts on unrecoverable failures.
Safe orchestration: isolates internal context and rules to prevent leakage into final artifacts; supports recovery from interrupted runs.
Use Case: initiate a new SpecSkills change from a natural-language description and retrieve the full proposal, design, and tasks in a single run.

Quick Start

Describe a SpecSkills change in natural language to generate the complete package ready for /specskills:apply.

Frequently Asked Questions about specskills-propose

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

FAQPage Schema

How do I automate change proposal generation from natural language input?▼

To automate change proposal generation from natural language input, describe your intended change and the pipeline will produce the complete artifact package. It enforces deterministic ordering via a status graph to generate proposal, design, and tasks documents in a single run.

What is the best way to retrieve stalled change management artifacts?▼

The best way to retrieve stalled change management artifacts is to resume the pipeline run. It supports recovery from interrupted sessions, validating file I/O and resolving dependencies to complete the missing proposal, design, and tasks outputs.

How does deterministic pipeline ordering work for design artifact generation?▼

Deterministic pipeline ordering for design artifact generation works by enforcing strict status dependencies. It resolves applyRequires graphs to ensure each artifact is produced sequentially, preventing out-of-order execution and validating file I/O throughout the process.

Can I isolate internal context to prevent leakage into generated artifacts?▼

Yes, you can isolate internal context to prevent leakage into generated artifacts. The pipeline enforces safe orchestration by separating internal rules and context from the final output, ensuring the proposal, design, and tasks remain clean and deterministic.

What happens when file I/O errors occur during proposal generation?▼

When file I/O errors occur during proposal generation, the resilient build catches and attempts recovery. If the I/O failure is unrecoverable, the pipeline aborts to prevent corrupted artifacts, ensuring your change management outputs remain intact and valid.

Do I need dependency resolution to initiate a new SpecSkills change?▼

Yes, you need dependency resolution to initiate a new SpecSkills change. The pipeline resolves applyRequires graphs to correctly order artifact generation, ensuring your natural language input translates accurately into proposal, design, and tasks outputs.