把一批 Harness Engineering 调研候选（文章/论文/工具的 URL）走完「抓取→翻译→评审→收录→清理」流水线，整合进本仓库 works/ 与 references/articles.md，并保持 C1–C13 一致性检查全绿。当用户说"处理这批调研候选 / 收录这些链接 / 整理 translate / 把这几篇翻译收进来"时使用。这是仓库给自己用的策展 harness。

Use the `ccwf` CLI (from @cc-wf-studio/cli) to render, validate, preview, export, or run cc-wf-studio workflow JSON files from the terminal. Apply whenever the user mentions viewing, visualizing, checking, executing, or converting a workflow under `.vscode/workflows/` (or any `*workflow*.json`), wants a Mermaid diagram of a workflow, asks to "see" / "preview" / "open" a workflow, or wants to run a workflow as a Claude Code Skill without opening VSCode.

Upgrade the local Natron MacPorts portfile overlay against upstream MacPorts, and build Natron into a macOS arm64 DMG. Use when asked to update/upgrade the Natron MacPorts ports, run check.sh, reintegrate upstream Portfile changes, resolve failing Natron patchfiles after a MacPorts sync, regenerate Portfile.patch files, or build Natron / produce a DMG via tools/jenkins/launchBuildMain.sh. Enforces that lang/libomp stays pinned.

Four-phase debugging methodology with root cause analysis. Use when investigating bugs, fixing test failures, or troubleshooting unexpected behavior. Emphasizes NO FIXES WITHOUT ROOT CAUSE FIRST.

Wrap up the current session: verify quality gate passed, remind user to commit, archive completed tasks, and record session progress to the developer journal. Use when done coding and ready to end the session.

Web information retrieval expert. ALWAYS invoke this skill when the user needs to search the web, fetch a URL, or access real-time information beyond training data. Do not guess or use stale knowledge — use this skill first.

Agent management expert. ALWAYS invoke this skill when you need to list available agents, download or reference agent source code, deploy agent code to the host, or query the LLM connector matrix. Do not guess agent structures — use this skill first.

Test-driven development with red-green-refactor loops built around vertical slices (tracer bullets), not horizontal layers. Use when asked to "use TDD", "write test-first", "red-green-refactor", "build this with tests", or whenever a feature has a clear observable contract and would benefit from tests that outlive refactors. Complements the bundled test and add-tests skills — use this for the discipline, use those for the mechanics.

Expert guidance for creating, writing, building, and refining GSD skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.

Build software products autonomously via GSD headless mode. Handles the full lifecycle: write a spec, launch a build, poll for completion, handle blockers, track costs, and verify the result. Use when asked to "build something", "create a project", "run gsd", "check build status", or any task that requires autonomous software development via subprocess.

How to organize frontend code — separation of concerns (UI / logic / data / type), file responsibility, state tiers, API services, schema validation, and framework conventions for React/Next and Vue. Structural rules, not visual design.

生成 Ian 风格的中文正文配图。用于用户要求为中文文章、帖子、博客、Notion 文档、工作流文档、方法论、流程、结构、状态、隐喻或观点生成“怪诞”“小黑”“手绘”“正文配图”“文章插图”“配图建议”“shot list”“去标题/改图”等任务；默认使用小黑 IP、纯白手绘、少量红橙蓝批注、简洁清爽但天马行空的视觉风格。

Convert a Markdown article into a natural first-person podcast script for 1 to 4 speakers and save it as a .txt file under the current project's markdown directory. Default to Chinese output unless the user explicitly specifies another language, while preserving English terms that appear in the article. Use when the user provides an article Markdown file and a podcast speaker count, asks for a VibeVoice-style podcast script, dialogue rewrite, narrated audio script, multi-host conversation, solo podcast monologue, or personal-viewpoint audio script based on an article.

分析下一次开市可能引爆上涨或下跌的行业与标的，输出图文并茂的 Markdown 开市预判报告。触发条件：用户提到"开市分析"、"下次开市"、"明天开盘"、"下周开盘"、"开盘预判"、"市场开局"、"开盘会怎样"、"哪些板块会涨"、"哪些股会跌"、"下一个交易日"、"复盘预判"、"节后开市"、"利好利空分析"，或希望对下一个交易日进行前瞻性分析。即使用户只说"明天市场怎么样"或"帮我分析一下开盘情况"，也应使用本 skill。输出为图文并茂的 Markdown 文件，保存到当前项目 markdown/ 目录。

Build a deposition outline for a witness — pull their documents from the eDiscovery platform, organize topics around the case theory, and surface impeachment material. Use when the user says "depo prep for [witness]", "build a depo outline", or "prepare for [name]'s deposition".

Parameterize and generate Ginkgo specs — DescribeTable/Entry table-driven specs, Entry descriptions (string, nil, closure, EntryDescription), PEntry/FEntry and per-Entry decorators, DescribeTableSubtree, generating specs in a construction-time loop, loading fixtures in TestXxx before RunSpecs, and shared-behavior closures. Use when you have repetitive specs differing only by inputs, want data-driven or generated specs, or are extracting reusable It blocks across Contexts.

Configure Ginkgo for continuous integration — the recommended CLI flag set and the rationale for each flag (-r -p --randomize-all --randomize-suites --fail-on-pending --fail-on-empty --keep-going --cover --race --trace --json-report --timeout --poll-progress-after/-interval), invoking via go run to pin the CLI to go.mod, the exit-code safeguards that catch committed Focus/Pending and empty filters, collecting report and coverage artifacts with --output-dir, CI-friendly output (--github-output/--force-newlines/--no-color), and the fixed per-suite cost --race adds (GORACE=atexit_sleep_ms=0). Use when setting up or hardening a CI pipeline for a Ginkgo suite.

Download videos from m3u8/HLS streams, Bilibili, and direct URLs using MediaGo. 下载视频、m3u8直播流、B站视频。 Triggers on: download video, 下载视频, 下载这个链接, 帮我下载, m3u8 download, 设置mediago地址, configure mediago, mediago api key. Requires a running MediaGo instance (desktop app or Docker).

UnityBridge workflow for AI operations in Unity Editor. Use when checking UnityBridge connectivity, Unity compile or PlayMode state, running deferred UnityBridge commands, operating assets/scenes/GameObjects/Inspector/Prefabs/GameView/screenshots, running Editor tests, or troubleshooting UnityBridge responses.

Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns, file paths, content patterns), enforcement levels (block, suggest, warn), hook mechanisms (UserPromptSubmit, PreToolUse), session tracking, and the 500-line rule.