reprompter

reprompter is a Prompt design & optimisation skill for AI agents, published by AytuncYildizli in the reprompter repository on GitHub. Skillspace rates reprompter F (15/100) and the safety scan rated it unsafe; the rating is based on static analysis only.

Transform rough prompts into structured, high-scoring prompts for coding agents. Use when: "reprompt", "clean up this prompt", "before /goal", "Codex /goal", "Claude Code /goal", "Hermes /goal", "repromptverse", "reprompter teams", "smart run", "engineering/ops/research/marketing swarm", "compile to workflow", "workflow preflight", "dynamic workflow", multi-agent tasks, audits, parallel work, "reverse reprompt", "prompt dna", "extract prompt from". Don't use for simple Q&A, casual chat, or execution-only tasks. Outputs: structured XML/Markdown prompt + before/after score; /goal command card (Codex/Claude Code/Hermes); optional team brief + per-agent prompts + Agent Cards; Reverse Extraction Card; Workflow Command Card + runnable .workflow.js (Workflow preflight lane / Option H). Target score: Single and Goal preflight >= 7/10; Repromptverse per-agent >= 8/10; Reverse >= 7/10.

Grade
F
Quality
15 / 100
Safety
Unsafe
GitHub stars
111

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

View source on GitHubAytuncYildizli/reprompter

Our review

Architecture
56 / 100
Maturity
Structured: ships references or scripts
Security scan
Critical-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • pipe remote script to shell
  • exfiltration language
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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