bythibautbaissac· 21 skills
Multi-axis adversarial review using friction engineering. Routes a spec, plan, ADR, service design, schema, or any design artifact through 5 specialized reviewers with explicit prohibitions. Each reviewer tags positions as [sound], [contestable], [blind_spot], or [refuted]. Returns a consolidated friction report for human arbitration before implementation begins. Use when reviewing feature specs, architecture decisions, service designs, database schemas, or any artifact where hidden assumptions must be surfaced. WHEN NOT: code already written (use code-review), routine CRUD with no design decisions, quick one-off questions, or post-implementation reviews.
$npx -y skills add thibautbaissac/rails_ai_agents --skill friction-reviewInstalls into the current project.
Run `npx skills use "https://github.com/thibautbaissac/rails_ai_agents" --skill "thibautbaissac/rails_ai_agents/friction-review"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/thibautbaissac/rails_ai_agents" that are relevant to the current task. Run `npx skills add "https://github.com/thibautbaissac/rails_ai_agents"` and select the relevant skills, then follow their instructions.