Idea Lab

Idea Lab — Automated Idea Generation & Evaluation

Generate multiple diverse ideas, evaluate the best ones with 6-evaluator scoring, rank and surface the winners.

How It Works

/idea-lab "FinTech hackathon, 48h, team of 2, must use AI"
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  Phase 0: Bootstrap ─── config.json + context setup
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  Phase 1: Generate ─── N diverse ideas via forced divergence axes
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  Phase 2: Pre-screen ─── quick 1-agent score per idea, filter weak ones
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  ══ PRE-SCREEN DASHBOARD ══ see all ideas ranked by estimate
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  Phase 3: Deep Eval ─── top-K ideas → /architect (6 evaluators each)
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  ══ FINAL DASHBOARD ══ comparative matrix, top recommendation
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  [expand N] — full evaluation details
  [build N]  — launch /founder-mode with the winner
  [refine]   — adjust context, generate more
  [stop]     — save and exit

Phases

| Phase | What It Does | Agent | |-------|-------------|-------| | 0 - Bootstrap | Config generation, context capture | bootstrapper.md | | 1 - Generate | N ideas with forced diversity (SCAMPER, cross-domain, axis rotation) | generator.md | | 2 - Pre-screen | Quick 1-agent score per idea, filters below threshold | prescreener.md | | 3 - Deep Eval | Top-K ideas evaluated via /architect (6 parallel evaluators each) | deep-evaluator.md | | 4 - Ranking | Comparative matrix, scenario recommendations, top pick | ranker.md |

Diversity Engine

Ideas are forced to diverge across configurable axes:

• B2B SaaS, B2C consumer, open-source tool, educational, mobile-first
• SCAMPER method applied per idea
• Cross-domain analogies forced for at least 2 ideas
• Anti-obvious filter removes generic suggestions

Config

Generated at .idea-lab/config.json during bootstrap:

• ideaCount: how many to generate (default 5, max 20)
• topK: how many advance to deep evaluation (default 3)
• minScore: minimum pre-screen score to advance (default 5.0)
• diversityAxes: categories for forced divergence
• dimensionFilters: e.g., {"Commercial": 7} — only show ideas with Commercial >= 7

Composition

/idea-lab → best idea selected → /founder-mode → built product with GTM kit

From "I don't have an idea" to "launched product" in one pipeline.

Dependencies

• Required: architect skill (for Phase 3 deep evaluation)
• Optional: founder-mode (to build the winning idea)

Usage

/idea-lab "I need an idea for a FinTech hackathon, 48 hours, team of 2"
/idea-lab "SaaS product for remote teams, must be profitable in 6 months"
/idea-lab "Open source developer tool that solves a real pain point"
/idea-lab resume

Crash Recovery

State persisted to .idea-lab/state.json. If your session crashes mid-evaluation, run /idea-lab resume to continue from the next unevaluated idea.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: JuanMarchetto
• Source: JuanMarchetto/agent-skills
• License: MIT
• Homepage: https://github.com/JuanMarchetto/agent-skills

Install and usage instructions live in the source repository linked above.