discover
SKILL.md
Discover Command
Main orchestrator for comprehensive requirements elicitation.
Usage
/requirements-elicitation:discover "checkout"
/requirements-elicitation:discover "authentication" --sources interview,document
/requirements-elicitation:discover "reporting" --autonomy semi-auto
/requirements-elicitation:discover "inventory" --output canonical
Arguments
| Argument | Required | Description |
|---|---|---|
| domain | Yes | Domain/feature area to discover requirements for |
| --sources | No | Comma-separated source types: interview, document, simulation, research, all (default: all) |
| --autonomy | No | Autonomy level: guided, semi-auto, full-auto (default: semi-auto) |
| --output | No | Output format: yaml, canonical, markdown (default: yaml) |
Workflow
Phase 1: Initialization
initialization:
- Create domain folder: .requirements/{domain}/
- Check for existing requirements
- Load elicitation-methodology skill
- Determine available sources
Phase 2: Source-Specific Elicitation
Based on --sources argument, execute appropriate techniques:
If interview included
interview_phase:
- Identify stakeholders to interview
- For each stakeholder:
- Spawn requirements-interviewer agent
- Conduct structured interview
- Save transcript and requirements
If document included
document_phase:
- Scan for available documents
- For each document:
- Spawn document-miner agent
- Extract requirements
- Save extraction results
If simulation included
simulation_phase:
- Select appropriate personas
- For each persona:
- Spawn persona agent
- Simulate stakeholder perspective
- Capture simulated requirements
If research included
research_phase:
- Identify research topics
- Query MCP servers:
- perplexity for best practices
- context7 for library docs
- firecrawl for competitive analysis
- Save research findings
Phase 3: Gap Analysis
gap_analysis:
- Load gap-analysis skill
- Spawn gap-detector agent
- Identify missing requirement areas
- Recommend additional elicitation
Phase 4: Synthesis
synthesis:
- Spawn requirements-synthesizer agent
- Consolidate all sources
- Resolve conflicts
- Produce unified requirement set
Phase 5: Output Generation
output:
- Generate output in requested format
- Save to .requirements/{domain}/
- Display summary to user
Autonomy Levels
Guided Mode
At each phase:
- Present options to user
- Ask for approval before proceeding
- Allow user to modify approach
- Confirm before saving outputs
Semi-Autonomous Mode
- Execute phases automatically
- Pause at key decision points
- Present summaries for review
- Allow user intervention
Fully Autonomous Mode
- Execute entire workflow
- Make reasonable decisions automatically
- Present final results only
- Flag items needing human attention
Examples
Basic Discovery
/requirements-elicitation:discover "user-authentication"
Output:
Requirements Discovery: user-authentication
Autonomy: semi-auto
Sources: all
Phase 1: Initialization
Created: .requirements/user-authentication/
No existing requirements found
Phase 2: Elicitation
Ready to begin elicitation from all sources.
Available sources:
1. Interview - No stakeholders identified yet
2. Document - No documents provided yet
3. Simulation - 5 personas available
4. Research - MCP servers available
How would you like to proceed?
[A] Start with stakeholder simulation (recommended for solo work)
[B] Provide documents to analyze
[C] Conduct stakeholder interview
[D] Research domain best practices
[E] Custom approach
Document-Focused Discovery
/requirements-elicitation:discover "payment-processing" --sources document,research
Output:
Requirements Discovery: payment-processing
Autonomy: semi-auto
Sources: document, research
Phase 1: Initialization
Created: .requirements/payment-processing/
Phase 2a: Document Extraction
No documents provided yet.
Please provide documents by:
- Pasting content directly
- Providing file paths
- Providing URLs
Waiting for document input...
Fully Autonomous Discovery
/requirements-elicitation:discover "inventory-management" --autonomy full-auto --sources simulation,research
Output:
Requirements Discovery: inventory-management
Autonomy: full-auto
Sources: simulation, research
Executing full autonomous discovery...
Phase 1: Initialization ✓
Created: .requirements/inventory-management/
Phase 2a: Stakeholder Simulation ✓
stakeholder-persona end-user: 8 requirements
stakeholder-persona technical: 12 requirements
stakeholder-persona business: 10 requirements
stakeholder-persona operations: 7 requirements
stakeholder-persona compliance: 5 requirements
Phase 2b: Domain Research ✓
Best practices: 6 requirements derived
Technical constraints: 4 requirements derived
Phase 3: Gap Analysis ✓
Coverage: 75%
Gaps identified: 3 (security, accessibility, disaster-recovery)
Phase 4: Synthesis ✓
Total unique requirements: 38
Conflicts resolved: 2
Conflicts flagged: 1
Phase 5: Output ✓
Saved to: .requirements/inventory-management/synthesis/SYN-20251225-160000.yaml
Summary:
Functional requirements: 24
Non-functional requirements: 10
Constraints: 3
Assumptions: 1
Ready for specification: YES (1 minor conflict pending)
Next steps:
- Review synthesis output
- Resolve flagged conflict (competing performance targets)
- Export to canonical format when ready
Output Structure
After discovery, the domain folder contains:
.requirements/{domain}/
├── interviews/
│ └── INT-{timestamp}.yaml
├── documents/
│ └── DOC-{timestamp}.yaml
├── simulations/
│ └── SIM-{timestamp}.yaml
├── research/
│ └── RES-{timestamp}.yaml
├── analysis/
│ └── GAP-{timestamp}.yaml
└── synthesis/
└── SYN-{timestamp}.yaml
Integration
Follow-Up Commands
# Check for gaps
/requirements-elicitation:gaps --domain "{domain}"
# Additional research
/requirements-elicitation:research "{topic}" --domain "{domain}"
# Additional interview
/requirements-elicitation:interview "{stakeholder}" --domain "{domain}"
# Export to specification format
/requirements-elicitation:export --domain "{domain}" --to canonical
Best Practices
- Start with simulation for solo work - Persona agents provide diverse perspectives
- Add documents when available - Existing docs are rich requirement sources
- Use research for unfamiliar domains - MCP servers provide industry knowledge
- Run gap analysis before synthesis - Identify missing areas early
- Review synthesis carefully - Conflicts and gaps need human judgment
Error Handling
error_handling:
no_sources_available:
message: "No elicitation sources available"
action: "Guide user to provide at least one source"
synthesis_failed:
message: "Unable to synthesize requirements"
action: "Show partial results, suggest manual review"
mcp_unavailable:
message: "MCP servers not responding"
action: "Skip research phase, continue with other sources"
Weekly Installs
1
Repository
melodic-softwar…-pluginsGitHub Stars
38
First Seen
12 days ago
Security Audits
Installed on
amp1
cline1
augment1
opencode1
cursor1
kimi-cli1