Fill and improve project brief through gap-driven conversation
Fills and improves project brief through gap-driven conversational analysis.
/plugin marketplace add TaylorHuston/ai-toolkit/plugin install ai-toolkit@ai-workflow-marketplace[--review] [--force]claude-opus-4-5Fill in and improve project brief through natural, gap-driven conversation - one section at a time, focusing on product vision.
Establishes clear product vision and strategy as foundation for feature planning, using conversational approach instead of upfront interrogation.
/project-brief # Gap-driven conversation to fill missing sections
/project-brief --review # Analyze brief, suggest improvements (no edits)
/project-brief --force # Start from scratch (recreate brief)
Read existing brief:
docs/project-brief.mddocs/development/templates/project-brief-template.mdModes:
--review: Analysis only, no edits--force: Recreate from scratch1. File check and creation:
# Check if docs/project-brief.md exists
if not exists "docs/project-brief.md":
# Create from template
cp docs/development/templates/project-brief-template.md docs/project-brief.md
# Inform user: "Created docs/project-brief.md from template"
2. Gap analysis:
# Parse sections
# Categorize each: empty, weak, needs_detail, complete
# Section order: Problem → Solution → Target Audience → Key Features → Success Metrics
# Show status summary
3. Invoke brief-strategist agent:
Task: "Complete project brief through gap-driven conversation.
1. Read project brief at docs/project-brief.md
- Reference template structure from docs/development/templates/project-brief-template.md if needed
2. For each incomplete section (in order):
- Ask open question about topic
- Listen, ask clarifying question
- Generate section content from answers
- Show proposed content
- Get confirmation (yes/edit/skip)
- Update docs/project-brief.md if approved
- Ask: Continue to next? (yes/no)
3. Provide progress summary
Be conversational, not formal. User controls pace."
4. Conversational flow per section:
{Section Name}
[Primary question based on section]
> [User answer]
[Clarifying question based on answer]
> [User answer]
Generated content:
---
{AI-generated section content}
---
Does this capture it? (yes/edit/skip)
> [User choice]
# If yes: Update file, move to next
# If edit: Refine content, confirm again
# If skip: Leave as-is, move to next
Continue to {next_section}? (yes/no)
5. Progress tracking:
When --review flag:
# Read brief
# Analyze each section: strengths, weaknesses
# Provide suggestions (specific, actionable)
# No edits made
# Suggest: "Run /project-brief to fill gaps"
Primary agent: brief-strategist
Living document: Can stop/resume anytime
Brief doesn't exist:
Error: No project brief found.
Run /toolkit-init first to create initial structure.
Force mode confirmation:
Warning: This will recreate brief from scratch.
Existing content will be lost.
Continue? (yes/no)
Workflow position:
/toolkit-init → /project-brief → /jira-epic → /plan
Purpose: Foundation for feature planning, no tech stack (product vision only)