aid-development
FreeAID Phase 4 - Development phase. Use for implementing features, TDD practices, code reviews, transitioning from planning to QA.
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Pre-PRD Research methodology combining Business Analysis, Creative Problem-Solving, Brainstorming, and Innovation Strategy. Use before writing any PRD for problem validation, market research, competitive analysis, stakeholder interviews, ideation, root cause analysis.
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Applies before any PRD exists: problem validation, market/competitive research, stakeholder interviews, ideation, root cause analysis. Does not apply once the PRD is being written.
Core belief: fall in love with the problem, not the solution.
| Pillar | Focus | Key Question |
|---|---|---|
| Business Analysis | Evidence & Requirements | What do we know for certain? |
| Creative Problem-Solving | Root Causes & Systems | What's really going on? |
| Brainstorming | Possibilities & Ideas | What could we do? |
| Innovation Strategy | Value & Positioning | Why would anyone care? |
ACTIVITY A: UNDERSTAND (problem analysis, stakeholder map, market research) -> ACTIVITY B: EXPLORE (ideation, root cause hunt) -> ACTIVITY C: DEFINE (strategic synthesis, validation)
ID format: [Project]-[Activity]-[Type]-[Number]
PROJ-A-INT-001 = Interview finding #1PROJ-B-IDEA-003 = Idea #3PROJ-C-OPP-002 = Opportunity #2Traceability matrix columns:
| Research ID | Finding | Source | PRD Requirement | User Story |
|---|---|---|---|---|
| PROJ-A-INT-001 | Users frustrated by X | Interview | REQ-001 | US-001 |
Details: references/traceability-guide.md
Entry: initial idea/request/problem exists; stakeholders available; time allocated (minimum 2-3 sessions).
Exit (Gate to PRD):
Emit: Stated Problem: [Initial statement]; Why 1..Why 5 each -> [Answer] with Why 5 -> [Root Cause]; Validation Method: [How to verify].
Rate each dimension 1-10: Frequency, Impact, Reach, Urgency, Strategic. Score = (Frequency x Impact x Reach) + (Urgency x 2) + (Strategic x 3)
Questions: references/interview-guide.md
| Interest Low | Interest High | |
|---|---|---|
| Power High | Satisfy | Manage Closely |
| Power Low | Monitor | Keep Informed |
Table columns: Competitor, Target, Features, Pricing, Strengths, Weaknesses.
Key questions: Gap in market? Overserved needs? Underserved needs? Emerging trends?
Method: references/competitive-analysis.md
When [situation] I want to [progress] So I can [outcome]. Also capture emotional job, social job.
Facilitation: references/brainstorming-techniques.md
Emit per idea: Idea: [Title]; ID: [PROJECT]-B-IDEA-[XXX]; One-Liner: [Explain in one sentence]; User Value: [Why would someone want this?]; Wild Rating: 1-5.
Systems Map: system boundaries; feedback loops (reinforcing/balancing); leverage points (small changes, big effects); unintended consequences.
Theory of Constraints:
Emit per cluster: Cluster: [Theme Name]; Insights: [List]; Pattern: [Common thread]; Opportunity: [What to do].
Frameworks in depth: references/strategic-frameworks.md
Four Actions Framework — per factor, decide: ELIMINATE, REDUCE, RAISE, CREATE.
Customer Profile: Jobs (Functional, Emotional, Social); Pains — [Pain]: Severity (1-10); Gains — [Gain]: Importance (1-10). Value Map: Products & Services; Pain Relievers; Gain Creators.
| Criterion | Weight |
|---|---|
| User Value | 30% |
| Feasibility | 25% |
| Strategic Fit | 20% |
| Time to Value | 15% |
| Risk Level | 10% |
Score each option (Option A, Option B, ...) per criterion.
Table columns: Assumption, Impact, Certainty, Validation Method. Example row: [Critical] | High | Low | [How to test].
| Mode | Trigger | Tools | Output |
|---|---|---|---|
| Business Analyst | Need evidence | Interviews, 5 Whys, JTBD | Problem statement, stakeholder map |
| Brainstorming | Need ideas | SCAMPER, Crazy 8s, Six Hats | Idea backlog, opportunities |
| Problem-Solver | Need root causes | Systems Map, TOC, TRIZ | Root cause analysis |
| Innovation Strategist | Need positioning | Blue Ocean, Value Prop | Strategic positioning |
| Pitfall | Fix |
|---|---|
| Solution Bias | Write assumptions, try to disprove |
| Confirmation Seeking | Assign devil's advocate |
| Sampling Bias | Cover stakeholder matrix |
| Analysis Paralysis | Time-box, define "good enough" |
| Idea Attachment | Generate 10+ alternatives first |
docs/research/YYYY-MM-DD-[project]/
research-report.md
traceability-matrix.md
interviews/
analysis/
ideation/
opportunities/
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AID Phase 4 - Development phase. Use for implementing features, TDD practices, code reviews, transitioning from planning to QA.
The English summary is being prepared. Showing the original description.
AID Phase 0 - Research & discovery. Use for validating problem spaces, identifying stakeholders, defining success metrics, deciding whether to proceed.
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AID Phase 3 - Implementation Planning with consolidation-first approach. Resolves contradictions between PRD and Tech Spec, creates consolidated master document, then breaks down into actionable tasks and populates Jira. Includes sprint planning and risk assessment.
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AID Phase 1 - PRD creation. Use for user stories, acceptance criteria, scoping features, transitioning from discovery to tech spec.
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AID Phase 5 - QA and Release. Use for validating implementations, acceptance tests, preparing releases, deployment, operational readiness.
The English summary is being prepared. Showing the original description.
AID Phase 2 - Technical Specification. Use for system architecture, API contracts, data models, security architecture, transitioning from PRD to implementation.
The English summary is being prepared. Showing the original description.