attribution — how to use attribution how to use attribution, attribution setup guide, attribution alternative, attribution vs git, attribution install, what is attribution, attribution for AI agents, attribution multi-language support, attribution concept-first framework

v1.0.0
GitHub

About this Skill

Perfect for Multi-Language Programming Agents needing advanced content tracking and authorship analysis. Attribution is a framework that tracks content region authors, supporting blame queries and CODEOWNERS style ownership patterns.

Features

Binds agent identity to content regions using the attribute command
Supports blame queries for tracking content modifications
Enables per region authorship history
Implements CODEOWNERS style ownership patterns
Utilizes the $0 contentRef argument for attribution record creation
Allows for tracking who created or modified each piece of content

# Core Topics

Itshalffull Itshalffull
[0]
[0]
Updated: 3/6/2026

Quality Score

Top 5%
23
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
Cursor IDE Windsurf IDE VS Code IDE
> npx killer-skills add Itshalffull/Concept-Oriented-Programming-Framework/attribution

Agent Capability Analysis

The attribution MCP Server by Itshalffull is an open-source Community integration for Claude and other AI agents, enabling seamless task automation and capability expansion. Optimized for how to use attribution, attribution setup guide, attribution alternative.

Ideal Agent Persona

Perfect for Multi-Language Programming Agents needing advanced content tracking and authorship analysis.

Core Value

Empowers agents to bind agent identity to content regions, supporting blame queries, per region authorship history, and CODEOWNERS style ownership patterns using multi-language programming frameworks.

Capabilities Granted for attribution MCP Server

Tracking content modifications
Generating authorship history reports
Debugging content region ownership

! Prerequisites & Limits

  • Requires content region definitions
  • Multi-language support may require additional configuration
Project
SKILL.md
1.1 KB
.cursorrules
1.2 KB
package.json
240 B
Ready
UTF-8

# Tags

[No tags]
SKILL.md
Readonly
<!-- Auto-generated by Clef Clef Bind — claude-skills target --> <!-- Concept: Attribution --> <!-- Do not edit manually; regenerate with: clef interface generate -->

Attribution

Bind agent identity to content regions , tracking who created or modified each piece . Supports blame queries , per region authorship history , and CODEOWNERS style ownership patterns .

Commands

attribute

Attribution record created binding agent to content region .

Arguments: $0 contentRef (string), $1 region (bytes), $2 agent (string), $3 changeRef (string)

blame

Returns full blame map each region mapped to its most recent author .

Arguments: $0 contentRef (string)

history

Full attribution chain for a specific region in chronological order .

Arguments: $0 contentRef (string), $1 region (bytes)

setOwnership

CODEOWNERS style ownership rule set for path pattern .

Arguments: $0 pattern (string), $1 owners (string[])

queryOwners

Returns owners matching the path against ownership patterns .

Arguments: $0 path (string)

Related Skills

Looking for an alternative to attribution or building a Community AI Agent? Explore these related open-source MCP Servers.

View All

widget-generator

Logo of f
f

widget-generator is an open-source AI agent skill for creating widget plugins that are injected into prompt feeds on prompts.chat. It supports two rendering modes: standard prompt widgets using default PromptCard styling and custom render widgets built as full React components.

149.6k
0
Design

testing

Logo of lobehub
lobehub

Testing is a process for verifying AI agent functionality using commands like bunx vitest run and optimizing workflows with targeted test runs.

73.3k
0
Communication

chat-sdk

Logo of lobehub
lobehub

chat-sdk is a unified TypeScript SDK for building chat bots across multiple platforms, providing a single interface for deploying bot logic.

73.0k
0
Communication

zustand

Logo of lobehub
lobehub

The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.

72.8k
0
Communication