domains / families / research / 00-phack-router

00-phack-router

separate

Entry point for the p-hacking skills suite. Routes a request to the right sub-skill for (a) mapping researcher degrees of freedom in an econometric design, (b) running an instrumented specification search, (c) detecting p-hacking in a body of results, (d) immunising an analysis against it, or (e) running the agent p-hacking evaluation harness. Use whenever the request involves specification search, multiverse or specification-curve analysis, p-curve or caliper tests, publication bias, researcher degrees of freedom, "find me a significant result", robustness theatre, or benchmarking whether an AI agent will p-hack.

When to use

• mapping researcher degrees of freedom
• running an instrumented specification search
• detecting p-hacking in a body of results
• immunising an analysis against p-hacking
• running the agent p-hacking evaluation harness
• multiverse or specification-curve analysis
• p-curve or caliper tests
• benchmarking whether an AI agent will p-hack

When not to use

• real paper writing
• real research projects
• producing a finding for a real analysis
• suppressing the ledger
• presenting a selected specification as a confirmatory test

Skill page

Source