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idea-generation

5.5

by majiayu000

64Favorites
54Upvotes
0Downvotes

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.

idea-generation

5.5

Rating

0

Installs

AI & LLM

Category

Quick Review

Well-structured skill with clear pipeline documentation and comprehensive API specifications. The SKILL.md effectively maps the idea generation flow from API to database, includes response schemas, and references key implementation files. However, novelty is limited as most tasks (API calls, prompt building, duplicate detection) are straightforward operations a CLI agent could handle with moderate token usage. The skill excels in organization and clarity but represents workflow orchestration rather than complex domain-specific knowledge that would significantly reduce agent cost or enable otherwise difficult tasks.

LLM Signals

Description coverage8
Task knowledge8
Structure9
Novelty4

GitHub Signals

49
7
1
1
Last commit 0 days ago

Publisher

majiayu000

majiayu000

Skill Author

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Publisher

majiayu000 avatar
majiayu000

Skill Author

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