gh-pr-release
Operate GitHub pull requests and releases with gh CLI: create/draft PRs, publish confirmed reviews, merge safely, reply/resolve threads, apply selected feedback, fix PR checks, prepare release PRs with version bumps/changelogs, tag merged commits, publish GitHub Releases with verified assets, and diagnose release workflows / 创建或发布 PR、评审与安全合并、回复或解决线程、修复 PR CI、准备版本 PR、打 tag、发布含产物的 GitHub Release、诊断 release CI. Not for code-review analysis (code-auditor or code-quality-review), commits (git-commit), GitHub/release-workflow setup (gh-bootstrap), registry publishing (npm/cargo/pypi), release-readiness/full-spectrum audits (fuck-my-shit-mountain), or release-notes-only writing.
academic-figure
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idea-bib-review
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ast-grep
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claude-context-improver
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codex-context-improver
Audit or improve Codex instruction context: AGENTS.md, task-relevant skills, prompts, and code_map.md. Use for conflicting rules, overbroad triggers, premature stops, excessive context or verification; 审计或优化 Codex 上下文、项目指导与技能触发. Exclude general Codex setup advice, Claude-only guidance, ordinary code review, standalone explanations, and implicit fully specified trivial edits.
file-sorter
Use when the user wants to categorize, sort, organize, or suggest renames for files in a local folder such as Downloads, or for files that share one parent directory. Builds a review plan with stable file-family categories, optional whitelist, project-root protection, and dry-run apply; moves or renames only after explicit approval of that plan. Use for 整理文件, 分类归档, Downloads 整理, 重命名建议, 审阅后再移动. Do not use for Git worktree isolation, Windows process cleanup, repository source-layout refactors, duplicate deletion, cloud-drive sync, or installing the AI File Sorter desktop app.
goal-meta-skill
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herdr-orchestra
Use when the user explicitly asks to coordinate worker agents in Herdr, delegate tasks across Herdr panes, or collect and compare their results; 支持 Herdr 多 Agent 编排、分工、交叉核验和结果收集。Do not use for ordinary local subagents, simple pane inspection, documentation research, work outside Herdr, or when already assigned as a leaf worker.
image-to-ui-skill
将 UI 截图或设计稿复刻为可点击前端/App demo，区分代码 UI 与真实位图资产。Use for image-to-UI, screenshot-to-code, clickable app/iOS prototypes, or faithful recreation; exclude image-only generation and reference-free UI polish.
ripgrep
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skill-session-review
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storage-analyzer
Use when the user wants a read-only disk/storage analysis on macOS or Windows: 磁盘满了, C盘满了, 空间不够, 存储分析, 占空间, 清缓存, storage analysis, disk cleanup, or Chinese 内存满了 when they mean disk space. Scans known hotspots, classifies cache vs user data vs keep, and writes an HTML report with copyable commands. After this-turn approval of shown paths, may start a local report server that only moves allowlisted cache paths to Trash. Do not use for RAM/process memory, Windows dev-process cleanup, Downloads file sorting, startup-app optimization, or Linux-only hosts.
uv-workflow
Use when a coding agent needs to run Python code, modules, one-liners, tools, tests, or standalone scripts through uv, or create and maintain PEP 723 scripts with uv init/add/remove --script. Avoid direct python/python3 shell entrypoints.
windows-dev-process-cleanup
Audit and safely clean Windows dev-process trees and UWP app background-task pileups, including orphan npm/npx, leaked Playwright MCP workers, workspace dev servers, IDE services, Phone Link, Dolby Access, and backgroundTaskHost.exe. Use for Task Manager node/npm noise, Windows process buildup, 进程堆积, 清理残留开发进程, 泄漏的 Playwright MCP, 手机连接或杜比后台任务堆积. Do not use for generic performance profiling, malware response, Windows service management, app uninstall, or non-Windows cleanup.
code-auditor
Independent pre-merge review of a git diff, PR, or named files. Use when the user asks to review a PR, inspect current git changes, or hunt functional regressions, missed scenarios, wrong assumptions, concurrency bugs, and test gaps as an independent reviewer who does not defend the author's approach / 独立审查、功能回归、遗漏场景、错误假设、并发、测试盲区. Also use for a full-spectrum multi-dimension project audit across correctness, security, performance, readability, testing, and architecture / 全维度代码审计 / 全维度的代码审计. Not for maintainability-only or structure/refactoring reviews; not for applying code changes; not for repository health reports spanning compliance, privacy, cost, or accessibility. Do not modify product code. Output follows the discussion language.
code-quality-review
Run a maintainability and structure review focused on abstraction quality, branching complexity, file growth, canonical ownership, duplication, and refactoring opportunities. Use when the user asks for code quality review, maintainability review, 代码质量审查, 可维护性审查, or comments about whether the change stays easy to understand, modify, test, and extend, including layering and ownership of the change / 改动的分层与归属. Not for generic PR review or independent diff review hunting regressions, concurrency, or test gaps; not for full-spectrum or 全维度代码审计; not for system architecture audits; not for applying refactors; not for pure security, formatting-only, or performance profiling.
code-refactor
Implement safe, behavior-preserving code refactors after inspecting the existing project. Use when the user asks to refactor, split large files, extract methods, reduce duplication, rename, clean dead code, or says 重构代码, 拆分模块, 提取方法, 优化命名, 优化注释, 删除未调用代码. For broad requests, plan safe slices and wait for approval; for narrow ones, implement the smallest verifiable slice.
codex-review
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html-artifact
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rust-build-optimization
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trellis-plan-review
Independent review of Trellis task planning artifacts. Treats the selected task and its recursive current or archived children as one review scope, verifies repository claims and path:line citations against code, traces every acceptance-criterion clause to a requirement and design mechanism, rechecks arithmetic and units, writes one combined evidence-backed Markdown report under the reviewed project's .trellis/reviews directory, and returns one copyable handoff prompt. Compares the plan with the real diff after the task starts. Use when the user asks to 审阅 trellis 父子任务, 审阅规划, 审查 prd design implement, 检查验收标准有没有机制支撑, review a trellis plan or task tree, audit a plan another agent wrote, or verify plan claims before implementation. Not for a code-diff-only review, writing or repairing the plan, or running the task.
beautiful-mermaid-editor
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bidwriter
智能招投标文件编写专家，覆盖工程咨询、建筑设计、市政、IT、软件开发、货物与服务采购等各类招投标，工程建设类为深度强项。能解析招标文件、提取评分标准与废标条款、制定投标策略、撰写技术标与商务标、做逐条响应与合规性及废标风险审核。当用户提到标书、投标、招标、技术标、商务标、评分标准提取、废标风险、逐条响应、偏离表、政府采购、tender、RFP response 时使用。不适用于通用商务写作、营销文案、学术论文或与招投标无关的文档。
document-writer
Write or update technical documentation grounded in the real codebase. Use when the user asks for README, API docs, architecture guides, user guides, CONTRIBUTING docs, migration notes, or JSDoc/code comments, or wants technical docs rewritten into natural Chinese with correct terminology. Not for general prose, marketing or social copy, or non-technical localization.
job-application-kit
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renhua
Chinese public-writing editor for AI/tech posts, X/Twitter threads, product notes, and public technical essays. Use for 去AI味, 改得像本人, 写推特post, 精修中文AI技术文章 — removes AI-flavored shells while preserving facts, judgment, technical terms, and author voice. Not for academic papers, codebase docs, bid documents, or AI-detector evasion.
touying
Author Typst slide decks with the Touying package. Use when creating or editing .typ presentations: applying or building Touying themes (e.g. metropolis), turning headings or #slide into slides, incremental reveals (#pause, dynamic content), speaker notes via pdfpc, and page layout config. Not for non-Typst decks (HTML, PPT, reveal.js, Marp) or ordinary non-presentation Typst documents.
gh-bootstrap
Initialize GitHub repository configuration from vetted upstream templates. Use when setting up repository automation, issue and PR templates, CI workflows, or baseline GitHub project files for a new or existing repo.
git-commit
Safely orchestrate Conventional Commits for staged Git changes, or all working-tree changes when the user explicitly asks to include everything. Use when asked to write a commit message, split staged or working-tree changes, organize a messy index, or draft commit text without pushing. Auto-detects commit language; explicit phrases like 用中文提交 or 请使用中文拆分提交所有的改动 override. Default headers have no [AI] tag; add it only when asked (加 AI 标记 / add [AI] tag / 不要 [AI]). Create commits with local git commit only — never GitHub web, GitHub file-commit APIs, or a platform GitHub App — so GitHub does not show "This commit was created on GitHub.com" or "Committed via Cursor Agent". 本地 git 提交; 不要在 GitHub 上创建 commit; 不要 Committed via. Handles the local commit portion of mixed requests, then hands already-authorized push, PR, or other remaining operations back to the main coordinator for the appropriate workflow.
git-worktree
Manage isolated Git worktrees under one repository convention root. Create a new-branch worktree, list trees, remove an owned tree, or show prune candidates after authorization. Before any git worktree add, ensure the repo .gitignore excludes the convention root, appending the planned line when it is missing. Use for 创建 worktree, 隔离工作区, 并行分支 checkout, list/remove/prune worktrees, .worktrees 规范, gitignore 检查. Not for commits (git-commit), pull requests or releases (gh-pr-release), GitHub templates (gh-bootstrap), or adopting someone else's worktree.
humanizer-paper
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literature-mentor
文献深度解读助手，像研究生导师一样交互式解读 Zotero 库中的学术论文（计算机/深度学习/自动化方向，个人向）。当用户提供文献题目、DOI、PDF 或要求解读某篇论文时触发；通过 Zotero MCP 优先获取全文，按用户意图自动选择快速筛选、导师深读或研究复盘模式。多篇论文综合、对比、找研究空白或批量规范化时改用 paper-workbench。
paper-workbench
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industrial-ai-research
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latex-paper-en
English LaTeX academic paper assistant for existing `.tex` projects. Use this skill whenever the user wants to compile, lint, audit, or improve an English LaTeX conference or journal paper such as IEEE, ACM, Springer, NeurIPS, or ICML submissions. Trigger even when the user only mentions one paper issue, such as bibliography errors, grammar cleanup, sentence splitting, logic review, literature review rewriting, related-work restructuring, research-gap derivation, expression polishing, translation, title optimization, figure checks, pseudocode review, algorithm block cleanup, de-AI editing, experiment-section review, table structure validation, three-line table generation, abstract structure diagnosis, or journal adaptation. Also trigger for "proofread my paper", "fix my LaTeX", "prepare for submission", "check my manuscript", "improve my writing", "rewrite related work", "research gap", "related work is too list-like", "three-line table", "booktabs", "check abstract", "reformat for another journal", "换投", `algorithm2e`, `algorithmicx`, `algpseudocodex`, `Require/Ensure`, or "Algorithm 1" when the user has a .tex file.
latex-thesis-zh
Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis needing compilation, GB/T 7714 bibliography checks, chapter structure mapping, template detection (thuthesis, pkuthss), terminology consistency, logic coherence review, literature review restructuring, related-work synthesis, research-gap derivation, heading lead-in checks, title optimization, de-AI editing, experiment chapter review, three-line table validation, or abstract structure diagnosis. Trigger even for single issues like "帮我编译论文", "检查国标格式", "看看绪论逻辑", "文献综述太像罗列", "研究空白没推出来", "毕业论文", "学位论文", "硕士/博士论文", "三线表", "检查摘要", or "摘要结构".
paper-audit
Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. Use whenever the user wants reviewer-style paper critique, pre-submission readiness checks, pass/fail gate decisions, structured revision roadmaps, journal-style peer review reports, or re-audits of revised manuscripts. Trigger even if the user only says "review my paper", "check if this is ready to submit", "audit this PDF", "simulate peer review", "write a SCI review report", "give me Summary / Major Issues / Minor Issues / Recommendation", "find the biggest problems in this manuscript", or "re-check whether I fixed the review issues". Do not use for direct source editing or compilation-heavy repair; route those to the format-specific writing skills instead.
typst-paper
Typst academic paper assistant for existing `.typ` paper projects in English or Chinese. Use this skill whenever the user wants to compile, audit, or improve a Typst paper, including format checks, bibliography validation for BibTeX or Hayagriva, grammar/sentence/logic review, literature review rewriting, related-work restructuring, research-gap derivation, expression polishing, translation, title optimization, pseudocode review, algorithm block cleanup, de-AI editing, experiment-section review, table structure validation, three-line table generation, abstract structure diagnosis, or journal adaptation. Trigger even when the user only mentions one Typst file, one bibliography issue, one pseudocode block, one section rewrite, "rewrite related work", "research gap", "three-line table", "check abstract", or "reformat for another journal". Also trigger when the user mentions ".typ files", "typst compile error", "typst export", "typst bibliography", `algorithm-figure`, `lovelace`, or `algorithmic` even without saying the word "Typst" explicitly.
drawio-academic-skills
Publication-figure overlay for draw.io. Use instead of drawio whenever the diagram is for a paper, thesis, dissertation, journal, conference, IEEE/ACM submission, manuscript, camera-ready, Word/LaTeX figure, or other publication. Applies venue, figure-type, color, caption/legend, formula, and paper-readability gates for architecture, workflow, roadmap, network-topology, and replicated paper figures.
drawio
Create, edit, replicate, import, and export draw.io diagrams with an offline YAML-first workflow: architecture, network topologies, flowcharts, UML/ER, org charts, Mermaid/CSV conversion, existing .drawio bundles, style presets, themes, and non-publication formula diagrams. For publication figures (paper, thesis, IEEE, camera-ready) use drawio-academic-skills instead.