roman-ryzenadvanced

Token-reduction skill for coding agents. Compresses JSON tool output, build logs, grep/ripgrep search results, source code, and conversation history the same way the Headroom proxy does — but in-context, with no binary install. Use this skill whenever an agent is about to paste a large tool result (a 1000-row JSON array, a 5000-line pytest log, a 200-result grep, a 1000-line source file) into its next message, or when the agent's conversation is approaching the context limit, or when the user complains about token cost or latency. Also use it to shape the agent's own output: skip ceremony, don't restate code already on screen, drop reasoning on routine turns. Triggers: "compress this output", "this is too long", "trim", "summarize the log", "reduce tokens", "context is full", "running out of context", "too many tokens", "make it shorter", "be terse".

Unified GitHub Agent that orchestrates end-to-end GitHub operations from a single prompt. Handles repository creation, project scaffolding, smart commits, branch management, CI/CD pipeline setup, security configuration (CodeQL, Dependabot), release workflows, automated test generation with proof-of-work, and issue/PR management. Use this skill whenever the user wants to create a GitHub repo, scaffold a project and push it to GitHub, set up CI/CD pipelines, generate and run tests, manage releases, or perform any combined GitHub workflow — especially when they describe a project idea and want it turned into a ready-to-use repository. Also use when users mention 'GitHub agent', 'create repo from prompt', 'one-prompt project', 'scaffold and push', 'setup GitHub Actions', 'test my code', 'proof of work', or 'full GitHub workflow'.

Loop Factory is a system for designing, building, and shipping verifiable AI agent loops. It helps any IDE/LLM agent turn a repeatable task into a trigger + execution + verification loop with cost controls, multi-round reflection, and safe stopping conditions. Includes a built-in Brainstorm mode for ideation before loop design.

当用户说"复盘一下"、"总结一下经验"、"沉淀一下"、"复盘"时触发。评估刚完成的任务是否值得保存为可复用技能。

Hybrid smart model fusion with auto-shifting between consensus, sequential, specialist, and fallback modes. Use whenever the user wants multiple models to collaborate on a task - automatically selects the optimal strategy based on task analysis.

ALWAYS-ON meta-router skill. Auto-loads on EVERY user request and runs a 5-second triage that classifies the task (Type 1 doc / Type 2 chart / Type 3 web / Type 4 data), scans /home/z/my-project/download/ for reusable prior outputs, picks the cheapest sufficient model, forces a plan-first gate before any deliverable, and dispatches mechanical subtasks to subagents while keeping context-heavy work inline. Use this skill proactively at the start of every turn — it is the single biggest time-saver because it prevents wrong routing, shallow outputs, redundant generation, and sequential-when-parallel-would-do tool use. Hard gates: refuses shallow outputs, refuses to skip plan-first on deliverables, refuses wrong-skill routing, refuses to call Complete without a RE-READ CHECK. New in v1.1.0: REFUSE-gate for doomed request classes, BPE rule audit, closed-enumeration enforcement, decision archive in docs/solutions/, invariants in REALIGNMENT/.

Unified AI Entertainment Center Agent that transforms your laptop into a free, premium entertainment hub using Claude. Orchestrates 8 powerful workflows: Entertainment Dashboard Builder, Personal Music Curator (replaces Spotify), Movie Night Planner, YouTube-to-Netflix Programmer, Weekend Binge Architect, Book & Podcast Discovery, Free Gaming Guide, and Documentary & Learning Curator. Use this skill whenever the user wants to replace paid subscriptions (Spotify, Disney+, Apple TV+, Netflix), build a free entertainment system, discover free content across movies/music/books/games, plan weekend entertainment, or create a personalized media experience. Also use when users mention 'cancel spotify', 'free entertainment', 'entertainment center', 'free movies', 'free music', 'binge plan', 'movie night', or 'free streaming'.