Claude-skill-registry idea-generation

Work with IdeaForge's AI idea generation system. Triggers: generation flow, AI prompts, scoring system, duplicate detection, real-time logs, generation debugging. Pipeline: API → PromptBuilder → AI → Parse → Dedupe → Save.

install

source · Clone the upstream repo

git clone https://github.com/majiayu000/claude-skill-registry

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/idea-generation" ~/.claude/skills/majiayu000-claude-skill-registry-idea-generation && rm -rf "$T"

manifest: skills/data/idea-generation/SKILL.md

Idea Generation

Pipeline

POST /api/generation/generate
  → IdeaGenerationService
    → PromptBuilder (YAML configs)
    → callAI() (Claude/Gemini)
    → parseAIResponse()
    → EmbeddingService (duplicate check)
    → IdeaRepository (save)
    → GenerationLogger (SSE logs)

API

POST /api/generation/generate
{
  "framework": "pain-point",  // optional, random if not specified
  "domain": "Healthcare",      // optional
  "sessionId": "uuid"          // for log tracking
}

AI Response Shape

{
  "name": "Idea Name (max 60 chars)",
  "domain": "Domain → Subdomain",
  "problem": "...",
  "solution": "...",
  "quickSummary": "Elevator pitch",
  "concreteExample": {
    "currentState": "How users handle this today",
    "yourSolution": "How they'd use your product",
    "keyImprovement": "Quantifiable improvement"
  },
  "evaluation": {
    "problemSeverity": { "score": 8, "reasoning": "..." }
  },
  "tags": ["tag1", "tag2"]
}

Scoring

Per-criterion: 1-10 scale
Weighted total: 0-100 scale
Config:
```
evaluation-criteria.yaml
```

Duplicate Detection

Exact: Same domain + problem + solution
Semantic: Embedding similarity > 85%

SSE Logs

Stages:

INIT

→

CONFIG_LOAD

→

PROMPT_BUILD

→

API_CALL

→

RESPONSE_PARSE

→

DUPLICATE_CHECK

→

DB_SAVE

→

COMPLETE

Endpoint:

GET /api/logs/stream/{sessionId}

Key Files

File	Purpose
`services/ideaGenerationService.ts`	Orchestration
`services/promptBuilder.ts`	AI prompts
`services/configService.ts`	YAML configs
`lib/aiProvider.ts`	Claude/Gemini