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ideation-research
Deep market research and assumption mapping - second step in the ideation sequence
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Deep market research and assumption mapping - second step in the ideation sequence
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Audit an existing application or guide a new build for AI governance — classifying every function as DETERMINISTIC, AI-ADVISORY, or AI-OPERATIONAL, identifying risk, and recommending hardening. Use when the user asks to "audit AI usage", "check governance", "review where AI is used", "assess AI risk", "governance review", "lock down AI", or when planning a new feature that involves AI and the user wants to understand where AI should vs. shouldn't be used. Also use when the user wants to evaluate whether a component should use AI or deterministic code.
Complete git workflow for a phase - branch, commit, merge, cleanup
Systematic root cause analysis for bugs and failures. Use when something is broken, failing, or behaving unexpectedly — not for quick typos or obvious one-line fixes. Trigger on "diagnose this", "root cause", "why is this broken", "this isn't working", "investigate this error", "what's causing this", "trace this issue". Also use when /execute-phase Layer 1 or Layer 2 fails twice on the same task.
Execute an approved implementation plan, with automated testing, UI verification, and acceptance-criteria review built into every task. Use this skill whenever the user is ready to start building — trigger on phrases like "execute phase X", "implement the plan", "let's start building", "start coding", "build this out", "time to code", "build phase X", "start phase X", "implement phase X", "let's build this", "start the build", "go ahead and build". Also trigger immediately after the user approves output from /plan-phase. Don't wait to be asked explicitly — if a plan exists and the user says something like "looks good, let's go", this is the right skill.
Guide a complex project ideation session through chunk identification, per-chunk discovery, and structured output files ready for /kickoff Pathway A
Explore a problem space and understand users - the first step in the ideation sequence
| name | ideation-research |
| description | Deep market research and assumption mapping - second step in the ideation sequence |
| argument-hint | [optional: focus area or specific market to research] |
Conduct focused market research and map assumptions. This is the second skill in the ideation sequence.
ideation.md with Status = "Simple".ideation.md in the project root.Check for ideation.md in project root
/ideation-simple to be completed first. Please run /ideation-simple to begin the ideation process."Check Status
/ideation-simple first."/ideation-synthesize"Read ideation.md and load context:
Summarize: "Based on the discovery phase, we're exploring [problem] for [user segments]. They currently [current alternatives]. Let me research the competitive landscape and help us map our assumptions."
Cap total searches at 6-8. Go deeper on a few key competitors rather than wider across many searches. If the first 2-3 searches reveal a crowded, well-documented market with clear leaders, you have enough -- stop searching and move to gap analysis.
Execute searches in this priority order, stopping early if you have sufficient signal:
Direct Competitors (2-3 searches max)
Indirect Competitors (1-2 searches)
Market Signals (1 search)
Pricing (optional -- only if not already evident from competitor searches)
After research, present findings:
Based on research, identify:
Extract and categorize all assumptions from the ideation so far.
Review the conversation and ideation.md to identify implicit assumptions:
Problem assumptions: Assumptions about the problem's nature, severity, frequency
User assumptions: Assumptions about who users are and how they behave
Solution assumptions: Assumptions about what would solve the problem
Market assumptions: Assumptions about market dynamics
For each assumption, rate on two dimensions:
Importance: How critical is this to the idea's success?
Confidence: How certain are we this is true?
For each High Importance / Low Confidence assumption (use remaining search budget from Phase 1):
Assign sequential IDs: A1, A2, A3...
Categorize into priority matrix:
Before writing output, verify you can answer yes to all three:
If any answer is no, do one more targeted search. If search doesn't resolve it, note the gap explicitly in the output rather than leaving it blank.
Update sections 4-5 of ideation.md:
## 4. Market Landscape
### Direct Competitors
| Competitor | What They Do | Strengths | Weaknesses | Pricing |
|------------|--------------|-----------|------------|---------|
| [Name] | [Description] | [Strengths] | [Weaknesses] | [Pricing model or "not found"] |
| ... | ... | ... | ... | ... |
### Indirect Competitors
| Solution | How it's used for this job | Gap it leaves |
|----------|---------------------------|---------------|
| [Name/Type] | [Usage] | [Gap] |
| ... | ... | ... |
### Market Signals
- [Trend 1 with source]
- [Trend 2 with source]
- [Funding/growth indicators]
### Opportunity Gaps
- [Gap 1: Description and why it matters]
- [Gap 2: Description and why it matters]
## 5. Assumptions Log
| ID | Assumption | Category | Importance | Confidence | Evidence | Validation Strategy |
|----|------------|----------|------------|------------|----------|---------------------|
| A1 | [Assumption text] | Problem | High | Low | [What we found] | [How to validate] |
| A2 | [Assumption text] | User | High | Medium | [What we found] | [How to validate] |
| A3 | [Assumption text] | Market | Medium | High | [What we found] | [How to validate] |
| A4 | [Assumption text] | Solution | High | Low | [What we found] | [How to validate] |
| ... | ... | ... | ... | ... | ... | ... |
### Priority Matrix
- **Test First** (High Importance, Low Confidence): [A1, A4, ...]
- **Monitor** (High Importance, High Confidence): [A3, ...]
- **Validate Later** (Lower priority): [A2, ...]
Also update:
After updating ideation.md:
Present summary:
Highlight key findings:
Next step: "The research phase is complete. When you're ready, run /ideation-synthesize to generate solution hypotheses and prepare for kickoff."