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Take a markdown file of raw material and shape it into an article through a conversational session — drafting candidate openings, growing the piece paragraph by paragraph, arguing about format (lists, tables, callouts, quotes) at each step. Use when the user has a pile of notes, fragments, or a rough draft and wants help turning it into something publishable.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Ultra-compressed communication mode. Cuts token usage ~75% by dropping filler, articles, and pleasantries while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Grilling session that mines the user for fragments — heterogeneous nuggets of writing (claims, vignettes, sharp sentences, half-thoughts) — and appends them to a single document as raw material for a future article. Use when the user wants to develop ideas before imposing structure, or mentions "fragments", "ideate", or "raw material" for writing.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Edit and improve articles by restructuring sections, improving clarity, and tightening prose. Use when user wants to edit, revise, or improve an article draft.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that beat, then offer options for where to pivot next, beat by beat, until the article reaches a natural end. Use when the user has raw material and wants to assemble it as a narrative rather than an argument.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

OBLITERATUS: abliterate LLM refusals (diff-in-means).

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Build a throwaway prototype to flush out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine, mock up a UI, explore design options, or says "prototype this", "let me play with it", "try a few designs".

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

vLLM: high-throughput LLM serving, OpenAI API, quantization.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time formatting/typechecking/testing.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

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 standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

llama.cpp local GGUF inference + HF Hub model discovery.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.