feat(project): add initial scaffold, CI, and README
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nexusct (Blackbox Agent)
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strategy/playbooks/phase-0-discovery.md
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178
strategy/playbooks/phase-0-discovery.md
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# 🔍 Phase 0 Playbook — Intelligence & Discovery
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> **Duration**: 3-7 days | **Agents**: 6 | **Gate Keeper**: Executive Summary Generator
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---
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## Objective
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Validate the opportunity before committing resources. No building until the problem, market, and regulatory landscape are understood.
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## Pre-Conditions
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- [ ] Project brief or initial concept exists
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- [ ] Stakeholder sponsor identified
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- [ ] Budget for discovery phase approved
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## Agent Activation Sequence
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### Wave 1: Parallel Launch (Day 1)
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#### 🔍 Trend Researcher — Market Intelligence Lead
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```
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Activate Trend Researcher for market intelligence on [PROJECT DOMAIN].
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Deliverables required:
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1. Competitive landscape analysis (direct + indirect competitors)
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2. Market sizing: TAM, SAM, SOM with methodology
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3. Trend lifecycle mapping: where is this market in the adoption curve?
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4. 3-6 month trend forecast with confidence intervals
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5. Investment and funding trends in the space
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Sources: Minimum 15 unique, verified sources
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Format: Strategic Report with executive summary
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Timeline: 3 days
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```
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#### 💬 Feedback Synthesizer — User Needs Analysis
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```
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Activate Feedback Synthesizer for user needs analysis on [PROJECT DOMAIN].
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Deliverables required:
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1. Multi-channel feedback collection plan (surveys, interviews, reviews, social)
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2. Sentiment analysis across existing user touchpoints
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3. Pain point identification and prioritization (RICE scored)
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4. Feature request analysis with business value estimation
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5. Churn risk indicators from feedback patterns
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Format: Synthesized Feedback Report with priority matrix
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Timeline: 3 days
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```
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#### 🔍 UX Researcher — User Behavior Analysis
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```
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Activate UX Researcher for user behavior analysis on [PROJECT DOMAIN].
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Deliverables required:
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1. User interview plan (5-10 target users)
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2. Persona development (3-5 primary personas)
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3. Journey mapping for primary user flows
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4. Usability heuristic evaluation of competitor products
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5. Behavioral insights with statistical validation
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Format: Research Findings Report with personas and journey maps
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Timeline: 5 days
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```
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### Wave 2: Parallel Launch (Day 1, independent of Wave 1)
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#### 📊 Analytics Reporter — Data Landscape Assessment
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```
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Activate Analytics Reporter for data landscape assessment on [PROJECT DOMAIN].
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Deliverables required:
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1. Existing data source audit (what data is available?)
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2. Signal identification (what can we measure?)
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3. Baseline metrics establishment
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4. Data quality assessment with completeness scoring
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5. Analytics infrastructure recommendations
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Format: Data Audit Report with signal map
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Timeline: 2 days
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```
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#### ⚖️ Legal Compliance Checker — Regulatory Scan
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```
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Activate Legal Compliance Checker for regulatory scan on [PROJECT DOMAIN].
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Deliverables required:
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1. Applicable regulatory frameworks (GDPR, CCPA, HIPAA, etc.)
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2. Data handling requirements and constraints
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3. Jurisdiction mapping for target markets
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4. Compliance risk assessment with severity ratings
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5. Blocking vs. manageable compliance issues
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Format: Compliance Requirements Matrix
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Timeline: 3 days
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```
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#### 🛠️ Tool Evaluator — Technology Landscape
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```
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Activate Tool Evaluator for technology landscape assessment on [PROJECT DOMAIN].
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Deliverables required:
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1. Technology stack assessment for the problem domain
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2. Build vs. buy analysis for key components
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3. Integration feasibility with existing systems
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4. Open source vs. commercial evaluation
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5. Technology risk assessment
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Format: Tech Stack Assessment with recommendation matrix
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Timeline: 2 days
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```
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## Convergence Point (Day 5-7)
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All six agents deliver their reports. The Executive Summary Generator synthesizes:
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```
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Activate Executive Summary Generator to synthesize Phase 0 findings.
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Input documents:
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1. Trend Researcher → Market Analysis Report
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2. Feedback Synthesizer → Synthesized Feedback Report
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3. UX Researcher → Research Findings Report
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4. Analytics Reporter → Data Audit Report
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5. Legal Compliance Checker → Compliance Requirements Matrix
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6. Tool Evaluator → Tech Stack Assessment
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Output: Executive Summary (≤500 words, SCQA format)
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Decision required: GO / NO-GO / PIVOT
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Include: Quantified market opportunity, validated user needs, regulatory path, technology feasibility
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```
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## Quality Gate Checklist
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| # | Criterion | Evidence Source | Status |
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|---|-----------|----------------|--------|
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| 1 | Market opportunity validated with TAM > minimum viable threshold | Trend Researcher report | ☐ |
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| 2 | ≥3 validated user pain points with supporting data | Feedback Synthesizer + UX Researcher | ☐ |
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| 3 | No blocking compliance issues identified | Legal Compliance Checker matrix | ☐ |
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| 4 | Key metrics and data sources identified | Analytics Reporter audit | ☐ |
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| 5 | Technology stack feasible and assessed | Tool Evaluator assessment | ☐ |
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| 6 | Executive summary delivered with GO/NO-GO recommendation | Executive Summary Generator | ☐ |
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## Gate Decision
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- **GO**: Proceed to Phase 1 — Strategy & Architecture
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- **NO-GO**: Archive findings, document learnings, redirect resources
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- **PIVOT**: Modify scope/direction based on findings, re-run targeted discovery
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## Handoff to Phase 1
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```markdown
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## Phase 0 → Phase 1 Handoff Package
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### Documents to carry forward:
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1. Market Analysis Report (Trend Researcher)
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2. Synthesized Feedback Report (Feedback Synthesizer)
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3. User Personas and Journey Maps (UX Researcher)
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4. Data Audit Report (Analytics Reporter)
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5. Compliance Requirements Matrix (Legal Compliance Checker)
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6. Tech Stack Assessment (Tool Evaluator)
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7. Executive Summary with GO decision (Executive Summary Generator)
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### Key constraints identified:
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- [Regulatory constraints from Legal Compliance Checker]
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- [Technical constraints from Tool Evaluator]
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- [Market timing constraints from Trend Researcher]
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### Priority user needs (for Sprint Prioritizer):
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1. [Pain point 1 — from Feedback Synthesizer]
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2. [Pain point 2 — from UX Researcher]
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3. [Pain point 3 — from Feedback Synthesizer]
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```
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---
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*Phase 0 is complete when the Executive Summary Generator delivers a GO decision with supporting evidence from all six discovery agents.*
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