icp-prompt-builder
icp-prompt-builder is a Lead qualification skill for AI agents, published by growthenginenowoslawski in the coldoutboundskills repository on GitHub. Skillspace rates icp-prompt-builder D (66/100) and it passed the safety scan; a judge model has also reviewed it.
Interactive loop that builds and tunes an AI prompt for evaluating whether a company fits a client's ICP. Run after any list-building skill (disco-like, blitz-list-builder, google-maps-list-builder, prospeo-full-export) to qualify companies before scaling. Iterates batches of 10 companies with user feedback, stops when 2 consecutive rounds have zero corrections, saves the final prompt for reuse. Always uses Claude Code Task sub-agents — never an external API key.
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 544
Placed #3 of 6 in the judged category final for Lead qualification.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 97 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
- Scope
- Portable: works in any project. General ICP qualification prompt tuning loop
Judge review
Placed #3 of 6 in the judged category final for Lead qualification.
- Trigger
85 85 - Instructions
92 92 - Specificity
94 94 - Safety
85 85 - Disclosure
80 80 - Maintenance
78 78
A concrete 8-step tuning loop with an explicit convergence stop condition and required human approval before scaling.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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