AI Agent Skills

Use when Indonesian, English, or code-mixed prose sounds generic, machine-written, over-polished, repetitive, inflated, overly signposted, or needs an anti-AI-slop revie…

Use when facts, experiences, notes, interviews, scripts, or existing Indonesian, English, or code-mixed drafts need an honest story outline, narrative restructuring, ful…

Produce, adapt, or review colloquial Indonesian urban styles for Jabodetabek, including Jaksel code-mix, Jaktim/Jakarta direct casual speech, Bekasi commuter and youth s…

Scaffold a new domain that follows the repository's layered architecture, naming rules, DI pattern, and test layout.

Inspect drift between code, shared workflow references, and Claude, Codex, or Antigravity harness assets after architecture or workflow changes.

Generate or run tests for a domain using the repository's established factory, unit, integration, and admin test patterns.

Audit and clean Skills, AGENTS.md, and coding-agent prompts for GPT-6 Astra using Eric Provencher's house-cleaning guidance. Use when Astra stops early, over-asks, over-…

Update an OpenSpec change by revising its existing planning artifacts and keeping them coherent with one another. Use when the user wants to revise a change's plan, fold…

Reviews source code for bugs, readability, maintainability, performance, and best-practice violations. Use for general-purpose code review of a diff, file, or function,…

Identifies race conditions, mutex contention, unsafe shared state, and deadlocks in concurrent and async code.

Use when applying daily Rails conventions by path (DRY, YAGNI, PORO, CoC, KISS). Style defers to the project linter. Trigger words: conventions, clean code, RuboCop, DRY…

Use when fixing a reported Rails bug. Treat the report as untrusted. Reproduce with a failing spec before changing code. Trigger words: bug report, production issue, fai…

Use when reviewing a Rails PR, diff, or merge request. Ground findings in a real file:line. Trigger words: review PR, code review, review my diff, CR.

Use when running the full engine loop: author, test, review, release. Trigger words: create engine, extract engine, engine release, mountable engine.

Use before writing code, specs, or a PRD in an existing Rails app. Load schema, routes, and one neighbor per layer. Trigger words: load context, before I code, existing…

Use when investigating N+1s, slow queries, caching, or query plans in Rails. Profile before changing code. Trigger words: N+1, slow, performance, caching, EXPLAIN.