qt-translation-helper
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mermaid-syntax
This skill should be used when the user asks to "create a mermaid diagram", "fix mermaid error", "mermaid syntax error", "diagram not rendering", "flowchart not working", "sequence diagram broken", "escape special characters in mermaid", or mentions "mermaid", "flowchart", "sequence diagram", "class diagram", "state diagram", "ER diagram", "gantt chart". Prevents common syntax errors with special characters, reserved words, escaping rules, and provides v11 syntax support.
writing-skills
Use when creating new skills, editing existing skills, or verifying skills work before deployment
qt-unittest-build
为 Qt 项目生成单元测试框架。包含完整依赖、子 Agent 和固定脚本，一键生成 autotests 测试框架。
qt-unittest-make
Use when users request generating unit tests for Qt modules or classes, completing test cases, or creating test files. Supports module batch generation and incremental completion.
create-release-tags
Use when releasing new versions for Debian projects with optional linglong.yaml support, updating debian/changelog, incrementing patch versions automatically, and creating git commits
github-review-report
Use when generating Chinese format Excel reports from GitHub code reviews with AI analysis and filtering by date, branch, or reviewers
qt-compatibility-build
Use when maintaining Debian packages that need Qt5/Qt6 dual support, CMakeLists.txt has hard-coded Qt5/Qt6 or DTK5/DTK6 versions, or projects need dynamic library linking based on detected Qt version for deepin V25/V20 compatibility
5-Whys Root Cause Analysis
This skill should be used when the user asks to "find the root cause", "找根因", "为什么会出现这个问题", "why did this happen", "debug this issue", "排查问题", "analyze this bug", "分析这个bug", "what's causing this", "问题出在哪", "dig deeper", "深挖原因", or needs to systematically trace a problem back to its fundamental cause rather than just addressing symptoms.
drawio
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .drawio XML files and exports to PNG/SVG/PDF locally using the native draw.io desktop CLI.
herdr-orchestrator
Orchestrate multiple AI coding agents from inside herdr. The current agent becomes a pure supervisor that spawns workers, assigns structured tasks, monitors execution, reads results, and reclaims panes. MANDATORY trigger on 'orchestrate', 'spawn workers', 'parallel execution', 'dispatch tasks', 'manage agents', 'split work', or when the agent detects a task is large enough to benefit from parallel execution. ALSO trigger when the agent is working inside herdr (HERDR_ENV=1) and identifies 3+ independent work units — proactively suggest orchestration to the user.
issue-fixer
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commit-submit
Use when user asks to "commit", "提交", "stage", "暂存", or "git status"
code-review-excellence
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ai-agent-fixer
Use when fixing issues in AI-related repositories.
karpathy-guidelines
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.
deepin-dde-expert
Use when developing Deepin/UOS desktop applications with DTK widgets, GVfs file operations, DBus system integration, or Polkit authentication. Qt6/Qt5 dual support.
gemini-api
Google Gemini API integration for building AI-powered applications. Use when working with Google's Gemini API, Python SDK (google-genai), TypeScript SDK (@google/genai), multimodal inputs (image, video, audio, PDF), thinking/reasoning features, streaming responses, structured outputs with JSON schemas, multi-turn chat, system instructions, image generation (Nano Banana), video generation (Veo), music generation (Lyria), embeddings, document/PDF processing, or any Gemini API integration task. Triggers on mentions of Gemini, Gemini 3, Gemini 2.5, Google AI, Nano Banana, Veo, Lyria, google-genai, or @google/genai SDK usage.
obsidian-daily
Manages Obsidian Daily Notes via the official Obsidian CLI. Creates and opens daily notes, appends entries (journals, logs, tasks, links), reads daily notes and vault files, searches vault content, and handles relative dates like "yesterday", "last Friday", and "3 days ago". Requires Obsidian 1.12+ with Command line interface enabled.
conventional-commits
Formats commit messages using the Conventional Commits specification. Use when creating commits, writing commit messages, or when the user mentions commits, git commits, or commit messages. Ensures commits follow the standard format for automated tooling, changelog generation, and semantic versioning.
select-and-verify-best-checkpoint
Proves that evaluation ran at the intended cadence, the tracked metric selected the true best checkpoint, and held-out inference loaded that checkpoint. Use with Hugging Face Trainer or compatible training-state artifacts before trusting test metrics.
send-to-minion
Use this skill only when the user explicitly invokes $send-to-minion, /send-to-minion, or explicitly asks to delegate a prompt to one minion, helper, worker, child agent, spawned agent, subagent, Claude Code agent, or other single delegated agent. It sends the user's prompt to exactly one subagent using the current runtime's delegation tools, coordinates follow-up with the runtime's messaging/resume tools, verifies the result, and returns the parent agent's final answer.
swift-review
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technical-writer
Writes and revises clear, precise, accessible technical content for any medium. Use for manuals, wikis, README files, developer and user documentation, tutorials, references, specifications, RFCs, feature requests, issues, commit messages, code comments, review comments, pull request messages, release notes, runbooks, decision records, status updates, email, Slack, and other workplace or agent-facing communication.
tmuxinator
Helps create, edit, and debug tmuxinator project configurations, set up complex tmux session layouts, and automate development environment startup with multiple windows and panes.
topydo
Manages todo.txt tasks using topydo CLI. Adds, lists, completes, prioritizes, tags, and organizes tasks with dependencies, due dates, recurrence, and projects. Use for any task management, todo lists, or when the user mentions tasks, todos, or todo.txt. Requires Python 3 and pip. Works on macOS, Linux, and Windows.
orbstack-cli
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package-private-ml-artifacts
Inventories, hashes, scans, and verifies datasets, adapters, checkpoints, logs, and evaluation evidence before an explicitly approved private upload. Use when ephemeral jobs or handoffs require durable ML artifacts without exposing credentials or unapproved data.
prepare-training-corpus
Builds and freezes deterministic train, validation, and test corpora with provenance, group-safe splits, manifests, hashes, and prompt-leakage checks. Use before teacher labeling, fine-tuning, or comparing models on generated or retrieved examples.
proxmox-admin
Administers Proxmox VE hosts, creates and manages VMs with qm, manages LXC containers with pct, configures storage, networking, clusters, and automates provisioning tasks via the Proxmox CLI.
review-ios-ui-apple-hig
Review iOS app UI against Apple Human Interface Guidelines and iOS platform conventions. Use when asked for an Apple HIG-based iOS UI, UX, SwiftUI, UIKit, screenshot, simulator, accessibility, Dynamic Type, navigation, layout, controls, color, typography, or platform-conventions review, especially when the user wants critique or prioritized findings grounded in Apple's interface guidance instead of project-specific design docs.
review-training-data-quality
Audits a candidate or labeled training corpus for distribution collapse, ambiguity, context sufficiency, hard-negative quality, abstention behavior, leakage, and stable label defensibility. Use before scaling teacher calls or starting fine-tuning.
run-hugging-face-training-smoke
Runs one bounded, private Hugging Face training smoke with immutable inputs, local preflight checks, explicit stop gates, checkpoint verification, and reproducible evidence. Use before spending cloud compute on a longer fine-tuning run.
sed
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unhobble-agent-context
Audits and designs lean, coherent context across system prompts, persistent instructions, repository guidance, skills, tool descriptions, memory, and references. Use for context engineering; creating, reviewing, simplifying, or reorganizing agent context; resolving conflicting, duplicated, bloated, stale, or misplaced guidance; designing progressive disclosure; or deciding where shared information should live.
apple-cktool-js
Builds and troubleshoots CloudKit automation with Apple's CKTool JS packages, including `@apple/cktool.database`, `@apple/cktool.target.nodejs`, and `@apple/cktool.target.browser`. Use when Codex needs typed JavaScript or TypeScript for CloudKit schema import, export, validation, or reset; container and team discovery; record queries, creation, updates, or deletion; Node.js or browser configuration; Promise-based API calls; CI integration; token injection; or migration from `xcrun cktool` shell scripts. Use `apple-cktool` alongside this skill for the Xcode-bundled macOS CLI.
apple-cktool
Operates Apple's Xcode-bundled `cktool` command-line utility for CloudKit development automation on macOS. Use when Codex needs to run, script, explain, or troubleshoot `xcrun cktool`; manage `.ckdb` schemas with export, validate, import, or reset; discover CloudKit teams; create, query, or delete test records; configure management or user tokens in Keychain or CI; or prepare CloudKit-backed integration tests. For equivalent typed JavaScript or TypeScript automation, use `apple-cktool-js` with this skill.
audit-training-experiment
Audits an ML training experiment for reproducibility, evidence integrity, leakage, checkpoint identity, evaluation validity, and overclaimed conclusions. Use before accepting results, spending on a longer run, publishing artifacts, or handing work to another agent.
validate-structured-model-output
Validates JSON or tool-call model outputs without repair, separating parse, schema, supplied-identifier, semantic, replay, and safety failures. Use for first-attempt benchmarks, teacher-label pipelines, and bounded model tool selection.
awk
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close-out-ml-experiment
Preserves positive or negative ML experiment evidence, reconciles report discrepancies, records the canonical decision and limitations, and prepares a concise handoff. Use when stopping an experiment, rejecting a prompt/model, or freezing a result before the next iteration.
write-a-prompt
Creates a copy-ready prompt from a rough request, notes, source material, or the current conversation using OpenAI's prompting guidance. Use when the user invokes $write-a-prompt or /write-a-prompt, types a common misspelling such as /write-a-promopt or /wite-a-prompt, asks to "write a prompt for me," asks to turn the conversation into a prompt, or wants a prompt tailored for Chat, ChatGPT Work, or Codex. It writes the prompt without performing the underlying task.
compare-models-blindly
Creates seeded blinded model-comparison packets and evaluates candidate outputs twice with reversed order to control identity and presentation bias. Use when two models or prompts produce different valid answers that require qualitative judging.
design-resumable-model-evaluation
Designs strict model benchmarks that persist per-case evidence, resume without repeating completed work, separate first-attempt behavior from remediation, and stop early only when failure is mathematically certain. Use for slow, costly, or interruptible evaluations.
gogopowermanager
Orchestrates and ships a milestone, release, issue set, or multi-workstream engineering goal through one manager and bounded parallel workers. Use when the user asks to manage a milestone, build a dependency graph, execute independent issues in parallel, coordinate threads, sessions, subagents, or worktrees, recover a stopped delivery, or invokes /gogopowermanager.
ios-design-review
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mikrotik-routeros
Configures and automates MikroTik RouterOS routers through the terminal, command line interface, .rsc imports, /system script repository, Scheduler, Netwatch, firewall, NAT, DHCP, DNS, bridge, VLAN, routing, VPN, device-mode, backup/export, and RouterOS scripting. Use this skill whenever the user mentions MikroTik, Mikrotik, RouterOS, WinBox terminal, router CLI, router scripts, .rsc files, or configuring MikroTik services from the command line.
a2ui
Generate A2UI 0.8 protocol compliant UI code. Use when building agent-driven interfaces, generating JSONL messages for surfaceUpdate/dataModelUpdate/beginRendering, creating forms, lists, cards, or any UI components that render across web/mobile/desktop platforms.
tempo
Builds applications on Tempo network using TypeScript SDK, Rust node, and Foundry. Use when working with Tempo transactions, TIP-20 tokens, stablecoins, or Tempo protocol integration.
frontend-testing
Write tests that start with acceptance criteria, then add implementation tests for robustness. Use when writing unit tests (Vitest), end-to-end tests (Playwright), visual regression tests, or accessibility tests. Emphasizes user-centric testing, semantic locators, accessibility validation, and the balance between acceptance and implementation testing.
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