idea-pipeline

Audits startup idea backlog against shipped skills, PRs, and prototypes to surface build priorities.

Updated May 25, 2026
One-click install
npx skills add https://github.com/Cbowcrptex/CBOWCRYPTEX --skill idea-pipeline-cbowcrptex
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: idea-pipeline
Source: https://github.com/Cbowcrptex/CBOWCRYPTEX/tree/main/skills/idea-pipeline
Command: npx skills add https://github.com/Cbowcrptex/CBOWCRYPTEX --skill idea-pipeline-cbowcrptex

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Startup idea backlogs grow without any tracking of which ideas were actually executed, leaving builders with no visibility into execution gaps or which ideas are closest to being buildable right now. ## Core Features & Use Cases - Execution Gap Audit: Cross-references the idea backlog in memory/topics/startup-ideas.md against shipped skills, merged GitHub PRs, deployed prototypes, and recent build logs to classify each idea as executed or unexecuted. - Priority Scoring: Scores unexecuted ideas on narrative fit, operator fit, recency, and ecosystem gap signals to pick the top 3 ideas to build this week. - Report and Notification: Writes a dated Markdown report to articles/ and sends a condensed notification via the local notify script, then logs results to memory. - Use Case: A solo founder with 40 backlog ideas runs this weekly to see that 12 were executed, 28 are waiting, and which 3 best match current market narratives and underserved builder categories. ## Quick Start Run the idea-pipeline skill to audit my startup idea backlog and tell me the top 3 ideas to build this week.

Frequently Asked Questions about idea-pipeline

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I track which startup ideas I have already built?▼

This skill cross-references your idea backlog in memory/topics/startup-ideas.md against shipped skills, merged GitHub PRs, deployed prototypes, and recent build logs. Each idea is classified as executed or unexecuted using fuzzy keyword matching.

How does the idea priority scoring work?▼

Each unexecuted idea is scored on narrative fit (0-4), operator fit (0-2), recency bonus (0-2), and ecosystem gap bonus (0-3). The top 3 scoring ideas are recommended, with ties broken in favor of underserved ecosystem categories.

What files does the idea backlog audit require?▼

The only required input is memory/topics/startup-ideas.md containing the ideas table. Optional inputs include screened ideas, market context, ecosystem maps, soul files, and git identity lists, all of which are skipped gracefully if missing.

Can I filter the audit to a specific theme like crypto or AI?▼

Yes, pass an optional theme via the var parameter, such as crypto or AI agents. The scoring step then filters recommendations to ideas whose category or text matches that theme.

What happens if the idea backlog file does not exist?▼

The skill logs IDEA_PIPELINE_SKIP and stops immediately, since there is nothing to audit. Missing optional files like ecosystem.md are skipped without blocking the run.