create-specification — community create-specification, kuniumi, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Ideal for AI Agents like AutoGPT and LangChain requiring structured documentation generation from user input Kuniumi is a framework for exposing functions written in Go language as portable web services through various interfaces (HTTP, CGI, MCP, Docker containers).

axsh axsh
[0]
[0]
Updated: 2/25/2026

Agent Capability Analysis

The create-specification skill by axsh is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance.

Ideal Agent Persona

Ideal for AI Agents like AutoGPT and LangChain requiring structured documentation generation from user input

Core Value

Empowers agents to create standardized specification documents in Markdown format (.md) from user-provided ideas and requirements, utilizing JSON output for status and context information

Capabilities Granted for create-specification

Automating specification document creation for new ideas
Generating structured requirements documents from user input
Creating standardized Markdown files for project phases

! Prerequisites & Limits

  • Requires JSON output from scripts/utils/show_current_status.sh
  • Dependent on specific directory structure (prompts/phases/[Phase])
  • Limited to generating Markdown files (.md)
Labs Demo

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Boot Container Sandbox

create-specification

Install create-specification, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf with one-command setup.

SKILL.md
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Create Specification Workflow

This skill creates a structured specification document (.../ideas/.../XXX-{Name}.md) from user-provided ideas and requirements.

1. Preparation: Check Status and Context

  1. Get status:
    • Run scripts/utils/show_current_status.sh.
    • Extract phase, branch, next_idea_id from the JSON output.
    • Refer to these as [Phase], [Branch], [NextID] below.

2. Determine Output Location

  1. Directory:
    • Base path: prompts/phases/[Phase]/ideas/[Branch]/
    • Example: prompts/phases/001-webservices/ideas/main/
    • Create the directory if it does not exist.
  2. File name:
    • Format: [NextID]-[Name].md
    • [Name] should be a concise label that describes the spec (e.g. Tokenizer, RateLimit-GlobalManagement).

3. Specification Content Structure

The specification must include at least the following sections:

  1. Background: Why this feature or change is needed. Current problems or challenges. May be omitted if unknown.
  2. Requirements: Features to implement and conditions to satisfy. Concrete behaviors and constraints. Clearly distinguish mandatory vs optional requirements.
  3. Implementation Approach: Technologies and architecture to use. Overview of major components/modules. Key design decisions.
  4. Verification Scenarios:
    • IMPORTANT (Preserve Details): If the user provides specific steps, conditions, or test scenarios (e.g. "(1) do X then (2) do Y"), transcribe them here at full granularity. Do NOT summarize or fold them into "Requirements".
    • This section shares the concrete image of "what constitutes done".
    • Recommended format: numbered chronological lists.
  5. Testing for the Requirements:
    • Describe automated verification steps for each requirement.
    • IMPORTANT (Mandatory Automated Verification): Manual-only plans ("visually confirm the screen") are NOT allowed. Always specify verification commands using project-standard scripts:
      • scripts/process/build.sh
      • scripts/process/integration_test.sh
    • Map each requirement to the script/test case that verifies it.

4. Create and Save

  1. User dialogue: Listen carefully, ask clarifying questions. Organize information along the four axes: Background, Requirements, Implementation Approach, and Verification Scenarios.
    • WARNING: If the user provides concrete steps (Scenarios), do NOT silently convert them into abstract "functional requirements" and discard the steps. Always preserve them under "Verification Scenarios".
  2. Markdown formatting: Use headings, lists, tables, code blocks, and optionally Mermaid diagrams.
  3. Save the file to the determined directory.

5. Completion Check

  1. Review: Confirm the spec covers Background, Requirements, and Implementation Approach.
  2. Present file path: Show the user a link to the created file.
  3. Suggest next step: Propose creating an implementation plan if appropriate (but do NOT proceed without explicit user instruction).

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is create-specification?

Ideal for AI Agents like AutoGPT and LangChain requiring structured documentation generation from user input Kuniumi is a framework for exposing functions written in Go language as portable web services through various interfaces (HTTP, CGI, MCP, Docker containers).

How do I install create-specification?

Run the command: npx killer-skills add axsh/kuniumi/create-specification. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for create-specification?

Key use cases include: Automating specification document creation for new ideas, Generating structured requirements documents from user input, Creating standardized Markdown files for project phases.

Which IDEs are compatible with create-specification?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for create-specification?

Requires JSON output from scripts/utils/show_current_status.sh. Dependent on specific directory structure (prompts/phases/[Phase]). Limited to generating Markdown files (.md).

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add axsh/kuniumi/create-specification. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use create-specification immediately in the current project.

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