gumroad-prod-console

gumroad-prod-console is a Runtime diagnostics & profiling skill for AI agents, published by antiwork in the gumroad repository on GitHub. Skillspace rates gumroad-prod-console C (71/100) and it passed the safety scan; the rating is based on static analysis only.

Execute read-only Ruby/Rails commands against Gumroad's production database for debugging and investigation. Use when the user needs to debug production issues, look up data, investigate user reports, check records, or query production state. Triggers on: "check in prod", "debug this in prod", "look up user/purchase/product in production", "production console", "investigate in prod", "query production", "what's happening in prod", "look up a user by email", "who bought this product", "why is this user blocked", "find this sale/purchase", "how many X does Y have", or any request to examine live Gumroad data — even when the user doesn't say "prod" explicitly.

Grade
C
Quality
71 / 100
Safety
Passed
GitHub stars
9,414

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

Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: a model that read it found it written only for the repository it lives in. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

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
82 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections
Scope
Repo-internal: written for the repository it lives in. Queries Gumroad's own production database via bastion

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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