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Add Agent Skill for AI-assisted PRD creation with structured interview process#20

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Add Agent Skill for AI-assisted PRD creation with structured interview process#20
Copilot wants to merge 6 commits intomasterfrom
copilot/add-instructions-for-ai-agents

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Copilot AI commented Jan 19, 2026

AI agents lack consolidated instructions for creating Ralph PRDs, leading to poorly structured task definitions and validation commands.

Changes

  • New .github/copilot/agents/ralph-prd-creator/ agent skill following agentskills.io specification:

    • SKILL.md with YAML frontmatter (name, description, tools, license, compatibility)
    • Structured 4-phase interview process (460 lines):
      • Phase 1: Initial understanding (ask user to describe idea)
      • Phase 2: Discovery interview with 8 essential questions (ONE at a time)
      • Phase 3: Confirm understanding before proceeding
      • Phase 4: Clarifying questions with lettered options
    • Conversational guidelines for quality interviews:
      • Never ask multiple questions at once
      • Wait for answers between questions
      • Challenge vague responses
      • Push for specifics and concrete examples
    • 8-step task breakdown process with decision criteria
    • Task sizing rules (5-15min, single responsibility)
    • Acceptance criteria patterns (measurable vs subjective)
    • Priority-based dependency expression
    • Agent/model configuration (including cursor model requirement)
    • 4 templated patterns: Component, API, Utility, Bug Fix
    • DO/DON'T checklists and troubleshooting
    • references/prd-template.json - Complete PRD template
  • Documentation updates:

    • Updated README to reference @ralph-prd-creator agent skill
    • Added "Agent Skills" section to main README listing all agent skills
    • Updated docs/README with agent skill reference
    • Updated /ralph:setup command to reference agent skill

Interview Methodology

Following the claude-build-workflow approach, the agent now conducts a structured discovery interview:

  1. One question at a time - Never overwhelms the user
  2. 8 essential questions - Problem, users, features, success, scope, integration, validation, tooling
  3. Challenges vague answers - Gets specifics ("users can do things" → "what things? how?")
  4. Confirms understanding - Summarizes before generating PRD
  5. Quick decision making - Uses lettered options (1A, 2B, 3C)

This ensures high-quality PRDs that Ralph can execute successfully.

Agent Skills Format

Following the agentskills.io open standard specification provides:

  • Standardized format with YAML metadata for agent discovery
  • Tool compatibility declarations (bash, filesystem)
  • Platform compatibility (claude, cursor, copilot, chatgpt)
  • Portable structure with references/ subdirectory for templates
  • Proper agent invocation via @ralph-prd-creator syntax

Example Pattern

The agent skill provides concrete templates like this component creation pattern:

{
  "id": "COMP-001",
  "title": "Create UserCard component",
  "acceptanceCriteria": [
    "File exists: src/components/UserCard.tsx",
    "Has props: { user: { name: string, email: string } }",
    "Displays user avatar (circular, 64px)",
    "typecheck passes",
    "test passes: pnpm test -- UserCard"
  ],
  "priority": 1,
  "passes": false,
  "notes": "Use Tailwind. Reference UserProfile.tsx for patterns."
}

vs. common mistakes (vague criteria like "UI looks professional" or "code is clean").

Usage

AI agents can now be invoked with @ralph-prd-creator to get expert PRD creation assistance with:

  • Structured interview process
  • Conversational guidance
  • Templates and best practices
  • All in one standardized skill package
Original prompt

This section details on the original issue you should resolve

<issue_title>feat: bundle better instructions for AI agents to create PRDs</issue_title>
<issue_description>Current AI agents have difficulty creating good PRDs because of how the system is designed. Including pre-made instructions on how to use this Ralph Coding Loop would help.</issue_description>

Comments on the Issue (you are @copilot in this section)


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coderabbitai Bot commented Jan 19, 2026

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Co-authored-by: OctavianTocan <55554752+OctavianTocan@users.noreply.github.com>
Copilot AI changed the title [WIP] Add instructions to improve PRD creation for AI agents Add AI Agent Guide for PRD creation Jan 19, 2026
Copilot AI requested a review from OctavianTocan January 19, 2026 10:12
@OctavianTocan
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@copilot, if you want to make a guide properly, talking to the AI, follow the agent skills format instead of just dumping a random Markdown file in the docs folder.

Here's what I mean: https://agentskills.io/specification

…spec

Co-authored-by: OctavianTocan <55554752+OctavianTocan@users.noreply.github.com>
@OctavianTocan
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@copilot Here's more information on how the interview process should work: https://github.com/rohunj/claude-build-workflow

Pay attention to how they implement interviewing in that repo, and let's aim for at least that level.

Co-authored-by: OctavianTocan <55554752+OctavianTocan@users.noreply.github.com>
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Copilot AI commented Jan 19, 2026

@copilot, if you want to make a guide properly, talking to the AI, follow the agent skills format instead of just dumping a random Markdown file in the docs folder.

Here's what I mean: https://agen...

Converted to Agent Skills format following the agentskills.io specification. Created .github/copilot/agents/ralph-prd-creator/ with:

  • SKILL.md with proper YAML frontmatter (name, description, tools, license, compatibility)
  • Structured instructions for AI agents
  • references/prd-template.json for templates

The agent can now be invoked with @ralph-prd-creator syntax. (Commit: ef6c825)

Warning

Firewall rules blocked me from connecting to one or more addresses (expand for details)

I tried to connect to the following addresses, but was blocked by firewall rules:

  • agentskills.io
    • Triggering command: /home/REDACTED/work/_temp/ghcca-node/node/bin/node /home/REDACTED/work/_temp/ghcca-node/node/bin/node --enable-source-maps /home/REDACTED/work/_temp/copilot-developer-action-main/dist/index.js (dns block)

If you need me to access, download, or install something from one of these locations, you can either:

Copilot AI changed the title Add AI Agent Guide for PRD creation Add Agent Skill for AI-assisted PRD creation Jan 19, 2026
Copilot AI and others added 2 commits January 19, 2026 13:35
- Add Phase 1-4 interview workflow (one question at a time)
- Include 8 essential discovery questions in sequence
- Add conversational guidelines for quality interviews
- Structure follows claude-build-workflow methodology
- Emphasize waiting for answers between questions
- Add confirmation step before proceeding to PRD generation

Co-authored-by: OctavianTocan <55554752+OctavianTocan@users.noreply.github.com>
Co-authored-by: OctavianTocan <55554752+OctavianTocan@users.noreply.github.com>
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Copilot AI commented Jan 19, 2026

@copilot Here's more information on how the interview process should work: https://github.com/rohunj/claude-build-workflow

Pay attention to how they implement interviewing in that repo, and let's ...

Enhanced the agent skill with a structured interview process following the claude-build-workflow methodology:

4-Phase Interview:

  • Phase 1: Initial understanding (ask user to describe idea)
  • Phase 2: Discovery interview with 8 essential questions (ONE at a time)
  • Phase 3: Confirm understanding before proceeding
  • Phase 4: Clarifying questions with lettered options

Conversational guidelines:

  • Never ask multiple questions at once
  • Wait for answers between questions
  • Challenge vague responses
  • Push for specifics ("users can do things" → "what things? how?")

The agent now conducts a conversational, guided interview that gets detailed requirements before generating PRDs. (Commit: 2970b48)

Copilot AI changed the title Add Agent Skill for AI-assisted PRD creation Add Agent Skill for AI-assisted PRD creation with structured interview process Jan 19, 2026
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feat: bundle better instructions for AI agents to create PRDs

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