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explain

Translate AgentCorp outputs into plain-language explanations with status and evidence.

11|1|Updated Mar 3, 2026
Search Tags:#communication#clarity#evidence#stakeholder#reader#explain#agentcorp
One-click install
npx skills add https://github.com/ylxmf2005/AgentCorp --skill explain-ylxmf2005
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: explain
Source: https://github.com/ylxmf2005/AgentCorp/tree/main/agentcorp/explain
Command: npx skills add https://github.com/ylxmf2005/AgentCorp --skill explain-ylxmf2005

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Translates complex AgentCorp outputs into plain, actionable explanations for readers who lack domain knowledge.

Core Features & Use Cases

  • Reusable explanation capability that any role can load to clarify outputs without exposing code or gates.
  • Ensures every conclusion ships with its status and evidence, providing traceability for stakeholders.
  • Calibrates language to the reader (sponsor, developer, or non-technical), and can include diagrams or walkthroughs when helpful.

Quick Start

Provide a sponsor-facing explanation of the latest AgentCorp output to a sponsor in plain language, including the status and verifiable evidence.

Frequently Asked Questions about explain

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

FAQPage Schema
How do I explain technical bug reports and test progress to non-technical stakeholders?▼

Translate complex bug reports and test progress into actionable explanations for non-technical stakeholders by calibrating language to the reader. This ensures every conclusion ships with its status and verifiable evidence.

What is the best way to communicate delivery status and review findings to project sponsors?▼

Communicate delivery status and review findings to sponsors by generating plain-language summaries that enforce status and evidence traceability. This provides clear, actionable updates without exposing internal code or gates.

Can I include diagrams when explaining planning discussions to developers?▼

Yes, you can include diagrams and walkthroughs when explaining planning discussions to developers. The explanation capability calibrates language to the reader profile and adds visual aids when helpful.

Does every conclusion from AgentCorp outputs require verifiable evidence?▼

Yes, every conclusion translated from AgentCorp outputs requires verifiable evidence. The system enforces an iron law that all actionable explanations ship with their status and supporting evidence for full stakeholder traceability.

How do I configure reader profiles for technical and non-technical audiences?▼

Configure reader profiles by specifying the target audience, such as sponsor, developer, or non-technical reader. The capability adjusts language and detail levels to match the selected profile for clear communication.

What limitations exist when translating AgentCorp outputs for stakeholders?▼

The translation capability focuses on clarifying outputs without exposing underlying code or gates. It is limited to processing AgentCorp outputs like bugs, test progress, review findings, delivery status, and planning discussions.

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