写中文的时候直接绕开 AI 腔，而不是写完再洗。给 LLM 当写作指令用：喂进题目和文体， 产出的初稿就已经没有模板句式、没有价值拔高骨架、没有等厚段落。 这是四段流水线的第一段。第一段决定文章有没有人味，后面几段只能修，补不出来。 这份文件本身刻意写成它要求的那种中文 —— 指令文档的版式和语气会被模型当范文模仿，…
Use while writing any diff — make it look like the rest of the codebase wrote it: match conventions, reuse shared components, stay DRY, write for the next human, and never leave a…
Write a coding standards document for a project using the coding styles from the file(s) and/or folder(s) passed as arguments in the prompt.
Author component documentation in this project. Docs live inside the component's *.stories.tsx (Storybook autodocs), translated from the HTML reference's MDX structure into JSX,…
Apply writing rules to any documentation that humans will read. Makes your writing clearer, stronger, and more professional. — from Avi977/ace-claude-toolkit
Generate or refresh the canonical CLAWBACK.md config. The front matter is built from the live DEFAULTS export in src/config.js (so it can never drift as options are added), with…
Write a CONTINUE_HERE.md file capturing current session state so a fresh Claude Code session can pick up where this one left off.
Use when a project's conventions need to be written down or extended: starting a codebase from scratch, settling how one tier uses its framework, capturing a design decision that…
Produces data visualizations and dashboards as code — matplotlib/seaborn/plotly static and interactive charts, plus D3.js/HTML dashboards — picking chart types that fit the data.
Create a file in context/decisions/ when a real technical decision with an alternative is made.
Genera una entrada de devlog (bitácora) narrativa, carismática y extensa (≥3000 palabras) siguiendo el estilo "Building in Public".
Use when a document produced in this collection (board, plan, report, analysis, durable doc) could carry a diagram, or when a design question would settle faster shown than said.
Rules for writing code that coding agents (and humans) can find and understand through plain-text search.
Collaborative document authoring workflow for proposals, technical specs, decision docs, README sections, ADRs, and long-form prose that must work for fresh readers.
For writing clean functions: start with docstring, iterate until code matches docstring exactly, achieve docstring-code isomorphism.
Generate Playwright E2E tests from codebase analysis. Discovers routes, scores user flows by criticality, generates .spec.ts with page objects and quality gates.
L1 trigger - audits file/database write paths for metadata commits, cache updates, and success returns that diverge when writes fail.
Write events to an EventSourcingDB instance. Use when the user wants to store, append, or publish events, optionally with preconditions such as optimistic locking or subject…
Writing examples for the tldraw SDK examples app. Use when creating new examples, adding SDK demonstrations, or writing example code in apps/examples.
Write and refine example descriptions for PatternFly.org component and demo pages. Use when authoring or updating the prose in PatternFly example markdown files.
Generate professional documents using write_file when primary data sources fail, leveraging embedded domain knowledge instead of external retrieval
Generate professional documents after tool failures using shell_agent for complex formats or write_file for simple text/markdown
Generate documents with write_file when retrieval tools fail, with explicit guardrails against task context drift
Make human-facing text clear, natural, and appropriate for its readers without losing technical depth or important meaning.
Use when writing FE code inside a feature — data fetching & mutations (React Query), API + DTOs, state (Zustand + Context), custom hooks, forms (RHF + Yup), heavily-used packages,…
Write and maintain GitHub Actions workflows, composite actions (action.yaml), and repo CI config across the a-novel / a-novel-kit orgs.
Go conventions for the a-novel-kit shared-library repos under `kit/` (`golib`, `jwt`, …) — the golib-stays-minimal bar, the stricter kit dependency policy, graduating a…
Test conventions for ALL Go code in the a-novel and a-novel-kit organizations — file/function naming, table-driven structure, mockery, assertions, parallelism, cross-package…
Use when the user asks to write, refine, draft, or validate a /goal, completion condition, objective, success criteria, definition of done, or bounded outcome for long-running…
Use when a user wants to build an agent LOOP in Boardwalk, a workflow that iterates until a goal is reached rather than running once.
Stops write errors by checking that the parent folder exists and the file path is valid before every write. Aims to fix the ~34% write failure rate seen in usage data.
Patterns and structure for writing functional documentation including guides, conceptual explanations, tutorials, and best practices documentation.
Draft replayable runx harness fixtures for a proposed skill package or composite execution plan.
Write short high-signal output: answer-first replies/updates, decisions, risks, asks.
Entfernt Anzeichen von KI-generiertem Text aus deutschsprachigen Texten. Verwende diesen Skill beim Bearbeiten oder Überprüfen von Texten, um sie natürlicher und menschli — from…
Strukturierte Incident-Runbooks mit Diagnoseschritten, Loesungsverfahren, Eskalationspfaden und Kommunikationsvorlagen fuer eine effektive Incident-Reaktion erstellen.
Guide for creating agent skills that integrate with external SaaS tools and services. Use when asked to write a new integration skill, create an integration, or make a repeatable…
Writing and maintaining GitHub issues and pull requests for cedanl repositories. Use when creating new issues, editing issue titles/bodies, creating PRs, or cleaning up issue…
Design LLM-as-Judge evaluators for subjective criteria that code-based checks cannot handle. Use when a failure mode requires interpretation (tone, faithfulness, relevance,…
copy หน้า landing เปลี่ยน visitor เป็น lead | สำหรับ นักเขียน คอนเทนต์ครีเอเตอร์ หร. Triggers when user says (Thai/EN): 'landing page', 'หน้า landing
Write or rewrite text in the user's own voice, using the style profiles learned from their samples (references/writing-voice/profile-professional.md and profile-creative.md) and…
Write, rewrite, review, or continuously refine X/Twitter posts in Meng To's current voice using his deduplicated authored-post corpus, personal and product context, shared…
Use when Learnable has a confirmed target and enough evidence to draft or save a local Markdown learning material.
输入一个产品 idea（一句话或详细描述均可），自动生成图文并茂、结构完整的 MRD（市场需求文档），以 Markdown 格式保存到当前项目 markdown/ 目录，同时输出配套 SVG 图表文件。触发条件：用户提到"写 MRD"、"帮我写市场需求文档"、"生成 MRD"、"写产品市场需求"、"我有个产品想法"、"帮我把这个 idea 写成…
발표 유형(TYPE A/B/C/D)에 맞는 나레이션 스타일로 슬라이드별 대본을 작성합니다. TTS에 적합한 구어체로 변환하고 fragmentScripts 구간 분할까지 수행합니다. 사용 시점: NarrationAgent가 슬라이드별 대본을 작성할 때 호출합니다.
Write PHP DocBlocks with PHPStan support. DO NOT modify any code — only add/update documentation.
Write (or refresh) a Pipeline/ doc mapping a big code's data flow, key symbols, and gotchas, so sessions read the map before the (large) source.
Designs and stabilizes Playwright end-to-end tests — Page Object Model, role/data-testid selectors, cross-browser, network mocking, visual regression; used when adding or…
How to deliver tough, critical performance feedback without triggering defensiveness or resorting to confusing 'feedback sandwiches', using the Situation-Behavior-Impact (SBI)…
Use when a strategist needs to write the press release before the product exists — an altitude-0 forcing function that surfaces what the product must be before any engineering…
Use when drafting or updating a privacy policy to comply with GDPR, CCPA, and general best practices
Write short, high-stakes emails that sound like a competent human. Covers professors, admins, founders, alumni, organizers, and follow-ups.
按 NixKits 风格为任意项目编写或重新生成完整的多语言文档 — 简洁、表驱动、含语言切换器标题和模块分类 README。覆盖 README、各模块文档及技能文档。
Write, review, and modify Protobuf definitions for Agora backend services. Use whenever creating or editing .proto files — new RPCs, messages, shared types, enums, or…
프로젝트의 특성을 분석하여 체계적이고 전문적인 README를 작성합니다. 프로젝트 초기 설정, 문서화 필요 시 사용.
Generate engaging, high-energy release notes for a given version tag. Fetches the release from GitHub, retrieves every linked PR's title and description, then synthesizes all…
Use when a repository needs a short demo path that another person can run, inspect, and verify without private data or hidden setup.
Use when the user asks to write or create a road document (daily learning record). Creates the MDX file in the correct date-based directory.
Escribir documentación roxygen2 para funciones, conjuntos de datos y clases de paquetes R. Cubre todas las etiquetas estándar, referencias cruzadas, ejemplos y generación de…
Write Mendix rules — a special kind of microflow returning a Boolean or enumeration, callable only from a decision.