bahayonghang

@bahayonghang source repo

56 skills
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8 hours ago last updated

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Gh Pr Release 2 · bahayonghang bundle
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.

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Recreate Scientific Figure In Drawio · bahayonghang bundle
Recreate, trace, revise, inspect, or export static scientific figures and schematic illustrations live inside the visible draw.io desktop canvas through draw.io's own graph API. Use when the user wants to watch an MCP draw a reference figure step by step in draw.io, explicitly rejects XML-first generation or operating-system mouse/screen control, provides a PNG/JPEG/SVG/PDF reference to rebuild as editable draw.io geometry, requests targeted live changes, or needs final .drawio/PNG/SVG/PDF/JPG deliverables.

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Zot · bahayonghang bundle
当用户在 Claude Code、Codex 或类似 agent 里，想直接查询、提取、整理或安全更新本机已有的 Zotero 内容时，必须使用这个 skill。重点是 Zotero 里的 metadata、notes、tags、attachments、PDF fulltext、outline、annotations、collections、saved searches、feeds 和 reading workspace，而不是教人背 CLI。Rust `zot` CLI 只是执行层。适用于库内搜索、citation key 查询、批注与 PDF 提取、workspace 建立与检索、saved search 保存、附件下载、semantic index/search、Scite 检查、配置排障、通过 connector 本机导入 BibTeX/RIS，以及明确授权并具备凭据的 Zotero Web API 写操作。不要把它用于泛化找论文、普通总结、引用格式教学、或不落到 Zotero / workspace 的 PDF 处理。 (v1.0.1)

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Zot Brainstorm · bahayonghang bundle
Use when the user wants Zotero-backed research brainstorming, gap analysis, limitation analysis, innovation directions, or next-step research ideas from existing Zotero collections, workspaces, or explicit item keys. This skill turns real Zotero references into traceable Markdown and HTML reports. Do not use for ordinary Zotero lookup, library maintenance, generic web literature search, citation-format teaching, or paper summaries that are not grounded in Zotero sources. (v1.0.1)

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Kb Init · bahayonghang bundle
Initialize, migrate, or repair a review-gated Obsidian knowledge base. Use this skill whenever the user says "kb init", "initialize knowledge base", "repair vault", "migrate an old layout", "add draft/live review gate", "set up briefings", "LLM Wiki", "Karpathy wiki", "Obsidian IDE", "knowledge compiler", "personal knowledge base", "second brain", "初始化知识库", "迁移知识库", "修复知识库结构", "中文优先 wiki", "raw/wiki/output 脚手架", "把这个 vault 搭成中文优先 wiki", or wants a fresh vault or legacy-layout vault brought onto the review-gated contract. Do not use it for normal compile, review, query, or maintenance work once the support layer is already healthy.

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Kb Query · bahayonghang
Query, search, and generate grounded outputs from the approved live layer of an Obsidian vault. Use this skill whenever the user asks what approved notes already say, wants grounded answers, ranked local candidates, archived Q&A reuse, publishable artifacts, or static web exports from `wiki/live/`; says "query kb", "kb-search", "archive this answer", "归档这个回答", "复用旧 Q&A", "写成公众号/thread", "对外内容", "一鱼多吃", "问知识库", or "搜索批准层并回答"; or uses Chinese-LLM-Wiki terms such as `综合页`, `output/analyses`, `中文优先分析`, `原文证据摘录`, or `先读 wiki/index.md 再回答`. This is the canonical read-side skill for approved retrieval, candidate ranking, answer archiving/reuse, creator-facing publishing, and static export. Do not use for generic writing, open web research, deterministic rendering, or governance/maintenance work handled by `kb-render` or `kb-review`.

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Kb Ingest · bahayonghang
KB Ingest

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Kb Render · bahayonghang
Render deterministic outward-facing artifacts from approved knowledge. Use this skill whenever the user says "kb render", "render slides", "render report", "make a canvas", "generate chart brief", "生成幻灯片", "生成报告", "输出 canvas", `把已批准主题做成报告`, or clearly wants a deterministic derivative from approved live pages or already-grounded archived answers. This is the separate shipped skill for slides, reports, charts, and canvas outputs. Do not use it for retrieval, grounded Q&A, static web export, governance reports, or maintenance work.

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Kb Review · bahayonghang
Run the canonical governance lane for an Obsidian knowledge base. Use this skill whenever the user says "kb review", "kb health", "review gate", "health check", "approve drafts", "reject draft knowledge", "promote to live", "rebuild briefings", "lint live wiki", "clear archive backlog", "audit archived outputs", "检查归档内容", "检查风格约束是否冲突", "检查账号 briefing", "审校草稿", "批准草稿", "知识库体检", or uses Chinese-LLM-Wiki maintenance wording such as `lint`, `孤儿页`, `断链`, `旧结论被覆盖`, `output/reports`, `治理报告`, `先做 lint`, and `原文证据摘录是否充分`. This skill owns both the immediate gate and the longer-horizon maintenance lane through internal `gate` and `maintenance` modes. Do not use it for normal approved-layer retrieval or deterministic derivative rendering.

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Kb Compile · bahayonghang
Incrementally compile tracked raw captures into reviewable draft knowledge. Use this skill whenever the user says "compile wiki", "compile kb", "sync drafts", "digest these captures", "turn my clips into drafts", "编译wiki", "更新草稿层", "同步草稿", or wants tracked material under `raw/human/**`, `raw/agents/{role}/**`, bootstrap `raw/*.md`, `raw/**/assets/*`, or `raw/**/data/*` turned into reviewable summaries, topics, concepts, entities, and draft indices. This is also the right skill when Chinese-LLM-Wiki wording such as `来源页`, `主题页`, `实体页`, `综合页草稿`, `整理成来源页`, `补主题页`, or `补实体页草稿` clearly means “build draft pages from raw evidence first.” Do not treat `raw/**/papers/*.pdf` as a normal compile trigger: those paper ingests still belong to `paper-workbench`, and `kb-compile` should only surface or defer them.

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Obsidian Notes Karpathy · bahayonghang bundle
Diagnose and route ambiguous, workflow-level review-gated Obsidian vault requests. Use this skill when the user is talking about an Obsidian vault workflow as a whole, asks which lifecycle step should run next, says things like "what should I run first", "which stage am I in", "LLM Wiki", "Karpathy wiki", "Obsidian IDE", "knowledge compiler", "creator knowledge compiler", "personal knowledge base", "second brain", "archive this answer", "归档这个回答", "存回知识库", "复用归档内容", "清理 archive backlog", "先读 wiki/index.md", "这个知识库下一步该做什么", "现在应该初始化/摄取/编译/审校/检索/发布/渲染/体检哪个步骤", or uses Chinese-LLM-Wiki wording such as `中文优先`, `来源页`, `主题页`, `实体页`, `综合页`, `output/analyses`, `output/reports`, `原文证据摘录`, `先读 wiki/index.md 再判断`, or `先判断该做来源页还是综合页` without making the operation explicit. Prefer the operation-specific skills when the user already clearly means init, ingest, compile, review, query, publish, render, or archive maintenance, and only route through this package entry skill when the workflow step is genuinely ambiguous.

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Codex Context Improver · bahayonghang bundle
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.

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Image To UI Skill · bahayonghang bundle
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.

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Agents Md Improver · bahayonghang bundle
Audit or improve repository-scoped Codex AGENTS.md, AGENTS.override.md, configured fallback instructions, and companion code_map.md navigation. Use for effective-chain audits, nested conflicts, stale commands, scoped-guidance gaps, approved updates, 优化 AGENTS.md, 审计 Codex 项目指导, 更新 AGENTS.md, or 生成 code_map.md. Exclude Claude-only guidance, general Codex workflow advice, explanations, ordinary code/docs review, and implicit fully specified trivial edits.

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Beautiful Mermaid Editor · bahayonghang bundle
Modify the Beautiful Mermaid live editor itself rather than writing ordinary Mermaid diagrams. Use when the task mentions the Beautiful Mermaid repo, editor.ts, generated editor.html, config panel, themes or dark mode, zoom, PNG/SVG export, sample presets, or renderer wiring. Not for generic Mermaid syntax help.

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Skill Session Review · bahayonghang bundle
Analyze how an existing agent skill was used in past Claude Code, Grok, Codex, and Oh My Pi conversations. Use when the user asks to 分析某 skill 的使用情况, 这个 skill 用着有什么问题, 根据历史对话反馈改进 this skill, review skill sessions, or write a session-review report. Writes reports/skill-session-review and a copyable qiaomu-meta handoff prompt. Do not use for skill usage counts, unused-skill cleanup, resuming a session, optimizing CLAUDE.md, creating a new skill, or applying qiaomu-meta edits.

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Claude Context Improver · bahayonghang bundle
Audit and improve the Claude Code context layer — CLAUDE.md guidance files, .claude/rules/ path-scoped rules, and companion code_map.md navigation maps — against Claude 5 context-engineering rules (judgement over rules, progressive disclosure, no cross-layer conflicts). Asks whether to optimize the current repository (default) or the global ~/.claude context. Use when the user asks to check, audit, optimize, rightsize, slim, or restructure CLAUDE.md or Claude context files, mentions nested CLAUDE.md, code_map.md, or context engineering, or says 优化 CLAUDE.md, 审计 CLAUDE.md, 优化上下文, 精简上下文, 生成 code_map (Claude). Not for trivial single-line edits the user has already fully specified.

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Codex Workflow Recommender · bahayonghang bundle
Audit a repository and current Codex capabilities, then recommend the smallest evidence-backed read-only improvement or no change. Use for Codex setup optimization, surface selection, unapplied MCP/plugin/subagent plans, 优化 Codex 工作流, 审阅 Codex 配置, Codex 能力推荐. Exclude direct AGENTS/code-map edits, docs questions, skill audits, dynamic workflow implementation, code review, and any install/config/write.

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Windows Dev Process Cleanup · bahayonghang bundle
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.

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Idea Bib Review · bahayonghang bundle
Draft an evidence-grounded literature review or related-work section from both a user-provided idea, argument, reasoning outline, 思路, 框架, or 论证主线 and one or more supplied BibTeX .bib files. Use when the job is to write 文献综述, 综述, or 相关工作 while preserving citation keys, auditing claim evidence, and optionally finding approval-gated supplement candidates for evidence gaps. Route single-paper reading, generic multi-paper synthesis without a BibTeX corpus, topic-only research, BibTeX cleanup, and prose-only polishing elsewhere.

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Document Writer · bahayonghang bundle
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.

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File Sorter · bahayonghang bundle
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.

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Uv Workflow · bahayonghang bundle
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.

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Code Quality Review · bahayonghang bundle
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.

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Trellis Plan Review · bahayonghang bundle
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.

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Dual Steelman · bahayonghang bundle
Bidirectional steelman deep-thinking protocol for one pending decision, stance, or contested choice. Restates the user's real problem in its strongest form, steelmans both the user's current position and its opposition (or every candidate option), names the true crux and the decisive variables, asks exactly one key question and stops, then returns a committed verdict with reasons and next actions after the user answers. Use for 双向钢人论证, 钢人论证, steelman, 帮我想清楚, 要不要 / 该不该 / 选哪个类决策, 纠结拿不定主意, 深度思考一个决定, 挑战我的想法, 别顺着我说. Not for multi-figure open discussion (roundtable), cited web research (deep-research-pro / web-research), red-teaming a document's assumptions, factual questions, or tasks the user wants directly executed.

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Job Application Kit · bahayonghang bundle
求职申请与面试准备套件：针对目标职位（JD/职位描述）量身定制简历与求职信，在诚实边界内修改与包装既有经历，生成阶段化面试准备包并支持模拟面试。触发词：写简历、改简历、简历定制、tailor resume、resume、CV、 resume writing、求职信、cover letter、投递、申请职位、job posting、JD、职位描述、岗位匹配、fit 评估、面试准备、面试问题、interview prep、mock interview、模拟面试、包装经历、量化成果。不适用于：职位批量抓取与申请追踪管理、通用营销或商务文案、学术论文写作、招聘方视角的简历筛选。

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Humanizer Paper · bahayonghang bundle
Register-aware academic language polisher for English journal articles and Chinese doctoral dissertations: removes AI-writing tells while keeping academic norms. Use whenever the user wants to polish, 降AI味, 润色, or norm-check an academic draft, paper section, abstract, or 学位论文 paragraph. Polishes the author's own drafts only — not for laundering generated text past Turnitin or 知网 AIGC detection.

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Paper Workbench · bahayonghang bundle
Researcher-profile-driven paper intake and literature workbench for academic workflows. Use whenever the user wants to skim, deep-read, card, compare, synthesize, map research gaps, or build a literature review from papers, arXiv/AlphaXiv links, DOIs, PDFs, or existing workbench artifacts. Trigger even when the user only says “精读这篇”, “整合这几篇”, “找研究空白”, or “搭综述框架”.

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Goal Meta Skill · bahayonghang bundle
Turn vague or complex agent tasks into project-aware, verifiable `/goal` commands and optional approved root `GOAL.md` handoff contracts for Claude Code, Codex, Grok Build, Oh My Pi, and Kimi Code. Use for Goal 指令, 目标指令, `/goal` prompts, 中文 Goal 模板, goal 持久化/保存/落盘, fresh-Agent or 跨会话交接, plan-to-goal interviews, bounded agent work definitions, Trellis 任务实施, review or scan remediation in one Prompt, 扫描审阅报告驱动修复, 单 Prompt 闭环返修, commit-then-archive cadence, or 终稿展示. Do not use for ordinary one-line work, pure read-only review, direct implementation without Goal authoring, memory-vault creation, or active-goal management that only needs a platform command.

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Herdr Orchestra · bahayonghang bundle
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.

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Storage Analyzer · bahayonghang bundle
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.

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Codex Dynamic Workflows · bahayonghang bundle
Use only when the user explicitly asks for swarm, subagents, parallel agents, dynamic workflow, multi-agent orchestration, 多智能体编排, or when the task truly needs coordinated research plus implementation plus review plus verification packets. Not for ordinary code review, planning-only work, single-line bugfixes, or routine audits unless orchestration is requested.

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Rust Build Optimization · bahayonghang bundle
Use when a Rust or Cargo build is slow and the user wants it diagnosed or sped up: profiling compile times with cargo --timings or -Zself-profile, finding whether the bottleneck is dependencies, codegen/LLVM, linking, or one oversized crate, and applying targeted fixes such as faster linkers (lld, mold, wild), incremental compilation, dev/release profile tuning, workspace splitting, Cranelift, the nightly parallel frontend, or CI caching with sccache. Also for reviewing .cargo/config.toml or Cargo.toml profile settings for build speed. Not for making the compiled program run faster (runtime optimization), general Rust coding or debugging questions, or non-Rust build systems.

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Deep Research Pro · bahayonghang bundle
Multi-source deep research for current-topic investigation, comparison, and cited report writing. Use when the user asks to research, compare, or deep-dive a topic with current web sources and citations — research, deep dive, latest, 调研, 做个深度研究, 带来源总结. Not for offline-only codebase questions or when web access is forbidden.

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Literature Mentor · bahayonghang bundle
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。

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Ast Grep · bahayonghang bundle
Write, debug, and validate ast-grep structural code search rules. Use for syntax-aware code search, AST pattern matching, structural refactor discovery, or searches plain text tools like rg can miss — functions with particular descendants, calls inside specific contexts, decorators, or other Tree-sitter-backed structures.

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Gh Bootstrap · bahayonghang bundle
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.

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Git Worktree · bahayonghang bundle
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.

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Gh Pr Release · bahayonghang bundle
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.

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Roundtable · bahayonghang bundle
Multi-perspective roundtable discussion — a truth-seeking moderator plus a small set of representative real figures explore one topic through disciplined debate. Use for 圆桌讨论, roundtable, 多人物观点碰撞, 让几位思想家讨论, 结构化辩论探索. Not for ordinary argumentative writing, pros/cons lists, or single-speaker explanation.

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Academic Figure · bahayonghang bundle
Create, advise on, or audit academic figures in four modes. advise profiles the data and recommends a chart type when none is fixed. journal-spec creates or reviews publication-ready figures for journal submission specs using matplotlib, seaborn, plotly, industrytslib, or the optional pubfig backend. from-data fills a named paper-style catalog with user data. from-image reproduces an uploaded paper figure as a matplotlib script and 300 dpi PNG. Use for 论文配图, 期刊图, 科研绘图, 审阅投稿图, 用某论文风格画数据, 复现这张图, a named catalog style, 不知道用什么图 / 选图 / 怎么展示这份实验数据, what chart should I use, 投稿前审计图的字号 DPI 与导出合规, pre-submission figure audit, or 参考图筛选 with AgentFigureGallery. An explicit journal target takes precedence over a style or reference image. Exploratory data checks with no publication goal, paper reading, and multi-paper synthesis route to their dedicated skills.

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Renhua · bahayonghang bundle
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.

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Touying · bahayonghang bundle
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.

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Bidwriter · bahayonghang bundle
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。

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Code Auditor · bahayonghang bundle
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.

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Codex Bridge · bahayonghang bundle
Use when the user explicitly asks the current agent to involve Codex CLI by reviewing a plan, implementing code, revising an implementation after review, or verifying extrapolated findings. Supports "让 Codex 审一下", "交给 Codex 实现", and explicit Claude-to-Codex collaboration through portable file-backed bundles. Do not use for ordinary code review, generic multi-agent orchestration, session handoff, or any request that does not explicitly ask Codex to participate.

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Codex Review · bahayonghang bundle
Use when the user asks an Agent inside Herdr to start Codex for an independent review through herdr-orchestra, or invokes codex-review with established Herdr task context; 支持在 Herdr 中让 Codex 审查改动、提交、文件或计划。Do not use for generic review, direct non-Herdr Codex collaboration, automatic fixes or CHANGELOG generation, research-only discussion, or when already assigned as the leaf reviewer.

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Web Research · bahayonghang bundle
跨平台互联网来源发现、核验与本地归档。Use when the user wants to find, verify, then locally save specific web sources — 找来源, 搜一下某个平台上的讨论, 核验这几个链接, 把这些内容存到本地, 批量归档链接, collect and archive sources. 固定流程是发现 → 候选清单 → 用户确认 → 归档；搜索结果绝不自动转下载。Do NOT use for topic research, landscape comparison, or cited report writing (use deep-research-pro), for offline-only codebase questions, or for any action that posts, comments, likes, follows, or otherwise changes account state.

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Code Refactor · bahayonghang bundle
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.

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HTML Artifact · bahayonghang bundle
Create self-contained HTML artifacts (single-file by default, split bundles when oversized) for complex, reviewable, or shareable work outputs. Use for an HTML artifact, browser-viewable report, implementation plan, PR/code-review report, dashboard, or mini deck, or for long Markdown-like outputs needing navigation or diagrams. Not for short answers, commit messages, or production UI.

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Git Commit · bahayonghang bundle
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.

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Ripgrep · bahayonghang bundle
Use when the user needs text or regex content search with ripgrep: composing rg commands, choosing flags, glob/type filtering, multiline or PCRE2 searches, pipeline output, grep-to-rg migration, or diagnosing why rg missed a file (gitignore, hidden, binary defaults). Not for syntax-aware structural queries (ast-grep) or semantic renames/references (language tooling).

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Unknowns First · bahayonghang bundle
Diagnose a task before execution when the user may not yet know how to define success. Use to clarify an ambiguous or unfamiliar task, define what good means, turn vague intent into an actionable brief, or when the user says 澄清任务, 先诊断再做, 理清需求, 帮我定义成功标准. Do NOT use for fully-specified small tasks (execute directly) or feature-to-plan brainstorming (spark).

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Drawio · bahayonghang bundle
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.

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Drawio Academic Skills · bahayonghang bundle
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.

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56 published skills