Use when changing software whose existing behaviour matters — fixing bugs or regressions, refactoring, migrating schemas or APIs, changing auth, payments, webhooks, persistence, or user-visible behaviour, removing code, resuming inherited work — and when reviewing such changes or judging whether they are done. Every…
Apply Effective Java and modern Java practices when writing, reviewing, refactoring, debugging, optimizing, or hardening Java code. Use automatically for nontrivial Java code tasks, including API design, pull requests, concurrency, resource management, exceptions, serialization, tests, security, and idiomatic style.
Create, update, and validate repository-local AI agent context files such as AGENTS.md, .agents/core.md, .agents/routing.md, provider-specific profiles, and task SKILL.md routing. Use when an AI coding agent (Codex, Claude Code, Gemini, Copilot, Cursor, or others) is asked to make AGENTS.md or SKILL instructions…
Run the HUMHUM quality gates that are actually touched by the current diff — frontend typecheck + vitest, and Rust fmt/clippy/test — mirroring CI. Use before marking work done, opening a PR, or when asked to "verify", "check", or "run the gates".
A production workflow for Himice brand, product, case-study, and social-media videos. It covers locking brand facts, planning direction and shots, arranging reference assets, writing prompts for video models such as Seedance, maintaining continuity, compositing, and fixing failed shots.
Generate B2B industrial product page content optimized for Google rankings and RankMath SEO scoring. Covers product title (3 variants), short description, features (feature -> benefit), application scenarios, MD-formatted spec tables, FAQ, schema markup, and full keyword placement (primary/secondary/LSI in title, URL…
Scan a repository against curated coding standards and produce a structured audit report, issue set, refactor plan, and sprint-based remediation roadmap. Use when the user invokes /vibe.audit or asks to review the codebase against established rules. Operates in full autopilot mode from repository scan to sprint plan…
Use when the user wants to set up, install, audit, update, repair, or sync a project-local AI harness for the current repository. Inspect the repo, run a short interview for durable defaults and execution guardrails, then create or update synchronized AGENTS.md, CLAUDE.md, GEMINI.md, PROJECTHARNESS.md…
Use at the start of any session, or when a prompt arrives without an explicit skill named. Reads the installed skill library at runtime, matches prompt intent against skill descriptions, resolves prerequisite chains, and outputs the correct skill sequence with a ready-to-execute trigger — without requiring the user to…
Use when the user wants to compile work evidence into an operational artifact — daily recap, weekly recap, ADR, session handoff, client update, retro, or loose-ends triage. These are presets of the same engine: evidence → normalization → preset → artifact. The input doesn't change, the preset does. Triggers on…
Audit and synchronize coding-agent instruction files across AGENTS.md, CLAUDE.md, Cursor rules, GitHub Copilot instructions, GEMINI.md, and OpenCode. Use when a user wants to consolidate project rules, find conflicting or duplicate agent instructions, detect embedded secrets or non-portable paths, migrate rules…
Universal skill/rule adapter across AI coding harnesses. Converts skills, rules, and instructions between Claude Code, Cursor, Codex CLI, OpenClaw, Copilot, and Windsurf. Handles harness-specific features (hooks, subagents, allowed-tools, globs, dynamic context) with functional equivalents or annotated fallbacks. Use…
Join and coordinate through the swarm MCP server. Use when registering a Claude Code session, coordinating multiple agents, using swarm tasks/messages/KV/locks, or bootstrapping planner, implementer, reviewer, researcher, or generalist roles.
Use when an AI coding agent needs to inspect a repository, choose the right workflow, audit code/docs/tests/skills, improve Python or TypeScript projects, plan issues or PRs, or use the CodeAudit MCP server.
Use AtomLane to compile and execute safe atomic parallel plans on macOS and native Windows Preview for worthwhile independent argv tasks, dependency DAGs, supported platform entrypoints, or Apple-silicon operators. Use at task start or an execution boundary when structured local work may contain two or more worthwhile…
Situational awareness across local Codex sessions. Use when the user says "sort out my Codex sessions", "what is Codex doing", "summarize my Codex windows", "codex conductor", or "what's running".
Read books or watch films together with the user through a linear, spoiler-safe GPT-5.6 workflow that preserves progress, anchored human and model notes, open questions, and a durable trail of shared moments. Use when the user asks to co-read, continue a book, co-watch or analyze a film scene-by-scene, respond to…
A computer-use skill for controlling a desktop through Magic Mouse, a desktop pet that provides screen interaction. It can inspect screenshots, plan actions, click, type, switch applications, and verify results.
A self-contained frontend design, redesign, audit, implementation, anti-AI-slop, and rendered visual-QA skill for use directly inside a ChatGPT conversation or through a local MCP-accessible project.
Retrieve compact, cited, locally stored project context and expose an audit transcript explaining selection, exclusions, token budget, source versions, and explicit-feedback effects. Use for questions about a project whose root contains .genomefy, for long-running work that needs durable memory, when the user asks to…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: