pstack-principle-subtract-before-you-add
Apply when sequencing an addition, refactor, or rewrite. Remove dead code, redundant validators, and stub references first, then build on the simpler base.
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Updated 11-14 00:15
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Apply when sequencing an addition, refactor, or rewrite. Remove dead code, redundant validators, and stub references first, then build on the simpler base.
Use for Pstack design rationale, regressions, historical constraints, or the evidence behind thresholds.
Python environment management skill. Automatically detect project type and existing environments, recommend based on popularity. Minimize interruptions, only…
World Labs Marble API integration - authentication, endpoints, models, and media uploads
Route with TypeSafe Jev — map Choice plus confidence to act/confirm/human, or pick a coding-agent model tier. Use for confidence routing, model routing, cheap…
Use when scripting mGBA emulator automation in Lua - console API, ROM and save state operations, frame callbacks, input handling, memory reading for cheats and…
Hardware design planner - Creates comprehensive RTL implementation plans. This skill should be used when the user wants to plan a new design, architect a…
Spec-Driven Development methodology for AI-assisted development. Use when working with specs, planning features, creating/implementing/refining/organizing…
Optimize order form / checkout page copy for conversion — mobile-first layout, trust elements, guarantee copy, bump offers, and friction reduction using RMBC…
CometChat Calls SDK integration for web React apps (Vite, CRA, Next.js, React Router, Astro). Covers @cometchat/calls-sdk-javascript install, dual-SDK init…
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code follow this repo's documented coding…
Write a PR title and description.
Review a tech spec as principal architect.
Generate Go use cases for modular architecture using ports-based dependencies and decorator-based observability. Use when implementing business actions in…
Generate project images and videos through the direct pay-as-you-go Higgsfield API, using model-specific documentation, validated requests, and resumable local…
Update AGENTS.md and agent_docs/ following best practices. Use when modifying agent guidelines, adding new documentation, or restructuring agent instructions.
Deprecated for GPT-5.6 Sol. Use native Codex Plan Mode for grounded, decision-complete implementation plans.
Develops software in Rust with ownership, lifetimes, traits, error handling, async, crates and Cargo tooling. Use when creating or reviewing Rust projects,…
Applies Rust best practices — idioms, Clippy, API design, error handling, conscious unsafe, testing, and crate hygiene. Use when reviewing Rust code,…
Use this skill whenever you need to inspect or update Ashby via the official API using the agent-first `ashby` CLI. Triggers include: candidate search,…
Implement GitHub issues in isolated worktrees with review or autonomous PR handling
Git worktree location and setup conventions. Use when creating a worktree for a project.
Structure and execution rules for a unified, production-ready backend combining domain-oriented FastAPI, Retrieval-Augmented Generation (RAG) and Agentic AI in…
CLI tool for managing Architecture Decision Records with automatic numbering and linking