solution-design
Solution Design — Orchestrator
Strategy — Step 2 of 4. Brainstorms targeted solutions and ranks them with evidence-backed scoring.
Core Question: "What's the highest-impact thing we can do about this?"
Critical Gates — Read First
- Every initiative hypothesis MUST name the root cause. Generic growth ideas produce low-impact, unfocused initiatives. If the hypothesis "because" clause doesn't reference the confirmed root cause, the initiative is untethered.
- Force-rank BEFORE scoring — ranking prevents "everything is a 6." The forced ranking sets the ceiling for ICE scores. If you ranked it #1, its ICE should be highest.
- Anti-generic test is mandatory — "would this help ANY company?" Delete the root cause reference from an initiative. If it still makes sense for any company, it's generic. Rewrite.
- ≤3 initiatives above cut line — force the constraint. More than 3 active initiatives means none get full attention. Parked initiatives have their turn after the current batch ships.
Inputs Required
- Root cause from
.agents/problem-analysis.md
More from hungv47/research-skills
market-research
Analyzes market landscapes, competitive dynamics, TAM/SAM/SOM sizing, and whitespace opportunities for a product or category. Produces `research/market-research.md`. Not for building customer personas (use icp-research) or planning marketing campaigns (use campaign-plan). For diagnosing a specific business problem, see diagnose. For prioritizing what to build from market data, see prioritize.
10icp-research
Builds ideal customer profiles and buyer personas — analyzes demographics, pain points, jobs-to-be-done, and segmentation for a target market. Produces `research/icp-research.md`. Not for competitive positioning (use prioritize) or campaign planning (use campaign-plan). For brand identity from audience data, see brand-system. For market sizing and competitor landscape, see market-research.
10problem-analysis
Structured diagnosis of business and strategic problems — builds logic trees, forms testable hypotheses, and identifies root causes with evidence. Produces `.agents/problem-analysis.md`. Not for code bugs (use code-cleanup) or brainstorming solutions to a known problem (use solution-design). For market-level trends and competitive context, see market-research. For testing hypotheses with experiments, see experiment.
9funnel-planner
Models business funnels with numeric targets — works backward from revenue goals to required traffic, conversion rates, and unit economics. Produces `.agents/skill-artifacts/meta/records/targets-*.md`. For campaign planning, see campaign-plan.
9experiment
Designs validation experiments for business ideas — defines hypotheses, success metrics, sample sizes, and minimum viable tests before full commitment. Produces `.agents/experiment-[name].md`. Not for strategic prioritization (use solution-design) or market sizing (use market-research). For diagnosing root causes, see problem-analysis. For campaign planning, see imc-plan.
7content-research
Researches what short-form content to create — competitor ads, audience communities, trending topics, viral patterns, scroll-stop creative across social, ad, SMS, and OOH channels. Produces `.agents/mkt/content-research.md`. For long-form research (blog, case study, byline, PR, newsletter, app store listings) use content-research-long instead. Not for market landscape (use market-research) or audience personas (use icp-research). For writing the content itself, see content-short.
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