review
Multi-agent code review with confidence-based filtering
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Updated 11-11 00:16
40,575 results
Multi-agent code review with confidence-based filtering
Use when scala collections including immutable/mutable variants, List, Vector, Set, Map operations, collection transformations, lazy evaluation with views,…
Use when creating implementation plans for features or tasks. Focuses on tactical execution planning with clear tasks, dependencies, and success criteria.
Evidence-driven deep analysis for hard coding problems — architecture decisions, root-cause investigation, high-stakes refactor planning, performance…
Author custom ESLint plugins and rules with test-driven development. Supports flat config (ESLint 9+) and legacy formats. Uses @typescript-eslint/rule-tester…
Four-phase debugging framework with root cause tracing - understand the source before proposing fixes. Use when investigating bugs, errors, unexpected…
Take one new feature slice from idea to reviewed, committed code in a single guided pass — scope it into the smallest shippable slice, build it test-first with…
Turn the working changes into one or more atomic commits with well-written messages. Use whenever the user runs /git-commit or asks to commit their work, wrap…
Use when a plan must become working code under a mechanical test-first contract — a failing suite first, the minimum implementation second, and both closed by…
Root-cause debugging — no fix until the cause is named. Investigates, tests hypotheses, lands a minimal fix plus a regression test, and notes the incident in…
Live developer-experience audit of a built CLI, API, SDK or library — runs the getting-started flow, times hello-world, checks errors, help and docs, and…
Perforce shelving for code review, sharing work-in-progress, backup, and collaboration workflows.
Build, review, debug, and modernize SwiftUI apps for macOS with modern patterns. Use when building SwiftUI UIs, reviewing code quality, debugging view issues,…
Use when asked to trace existing codepaths or explicitly asked to run the code-explorer subagent.
Package a website or local web build as a desktop app with Pake. Use for packaging, CLI options, icons, bundle identifiers, or WebView proxy setup. Not for…
Remove AI-style code slop from a branch by reviewing diffs, deleting inconsistent defensive noise, and preserving behavior and local style.
This skill should be used when writing Ruby gems following Andrew Kane's proven patterns and philosophy. It applies when creating new Ruby gems, refactoring…
Create engaging changelogs for recent merges to main branch
Validates data migrations, backfills, and production data transformations against reality. Use when PRs involve ID mappings, column renames, enum conversions,…
This skill should be used when writing Ruby and Rails code in DHH's distinctive 37signals style. It applies when writing Ruby code, Rails applications,…
Conditional code-review persona, selected when the diff touches Rails application code. Reviews Rails changes with Kieran's strict bar for clarity,…
Evaluates and resolves a single PR review thread -- assesses validity, implements fixes, and returns a structured summary with reply text. Spawned by the…
Detects unrelated schema.rb changes in PRs by cross-referencing against included migrations. Use when reviewing PRs with database schema changes.
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack,…