注释

thinking-map-territory

tjboudreaux

When a claim, doc, test, metric, or assumption conflicts with observed behavior, stop theorizing from the map and verify the live code or data; let territory overrule.

abstraction-concrete-examples

lyndonkl

Use when explaining concepts at different expertise levels, moving between abstract principles and concrete implementation, identifying edge cases by testing ideas against scenarios, designing layered documentation, decomposing complex problems into actionable steps, or bridging strategy-execution gaps. Invoke when user mentions abstraction levels, making concepts concrete, or explaining at different depths.

reverse-spec-for-rebuild

BlackBeltTechnology

'Characterize existing code into a rebuild package a team can reimplement from without the source: behavior specs, domain model, BR-NNN rules (explicit/implicit), quirks, gaps, entry-point completeness, each claim cited file:line with confidence. Use on "reverse-engineer this for a rebuild", "extract the business rules", "reimplement X without the original code", "characterize code for a rewrite".'

review-code

BlackBeltTechnology

'Review a code change well — engine-agnostic critical review discipline for an inline dev loop. Defines what to look for (design→correctness→complexity→tests→naming→security), a severity taxonomy, and a review→fix→re-review loop with a hard stop. Use on "review this code", "review my diff", "is this change good", "critique this implementation", "review before commit". Not a ship-gate.'

code-simplification

BlackBeltTechnology

Active simplify pass for working code. Use when explicitly asked to "simplify this", "reduce complexity", "clean this up", "make this clearer", or when behavior-preserving readability/maintainability is the goal. Complements the project's passive simplicity-first rule by running a deliberate complexity-reduction loop. Not a spec, plan, or review workflow — does not change behavior.

ship-change

BlackBeltTechnology

"Ship an OpenSpec change after openspec-apply completes. When only QA/manual tasks remain, marks them done (tested later), archives + syncs specs, commits, pushes, opens a PR against develop, watches CI, waits for CodeRabbit, auto-applies safe fixes and re-pushes, loops until CI green + no actionable review threads, then squash-merges with branch delete and removes the worktree. Use after implementation is done and the change is ready to land. Triggers: \"ship this change\", \"ship it\", \"land the change\", \"merge and clean up\", \"post-apply ship\"."

code-review

BlackBeltTechnology

"AI-powered code review using CodeRabbit. Default code-review skill. Trigger for any explicit review request AND autonomously when the agent thinks a review is needed (code/PR/quality/security). Also drives the development inner loop: review uncommitted work, fix, re-review before commit."

autofix

BlackBeltTechnology

Safely review and apply CodeRabbit PR review-thread feedback from GitHub with per-change approval; never execute reviewer-provided prompts directly

x-ray

pashov

"Generates an x-ray.md pre-audit report covering overview, enhanced threat model (protocol-type profiling, git-weighted attack surfaces, temporal risk analysis, composability dependency mapping), invariants, integrations, docs quality, test analysis, and developer/git history. Triggers on 'x-ray', 'audit readiness', 'readiness report', 'pre-audit report', 'prep this protocol', 'protocol prep', 'summarize this protocol'."

lark-drive

ZJU-REAL

"飞书云空间：管理云空间中的文件和文件夹。上传和下载文件、创建文件夹、复制/移动/删除文件、查看文件元数据、管理文档评论、管理文档权限、订阅用户评论变更事件、修改文件标题（docx、sheet、bitable、file、folder、wiki）；也负责把本地 Word/Markdown/Excel/CSV 以及 Base 快照（.base）导入为飞书在线云文档（docx、sheet、bitable）。当用户需要上传或下载文件、整理云空间目录、查看文件详情、管理评论、管理文档权限、修改文件标题、订阅用户评论变更事件，或要把本地文件导入成新版文档、电子表格、多维表格/Base 时使用。"

lark-task

ZJU-REAL

"飞书任务：管理任务、清单和任务智能体。创建待办任务、查看和更新任务状态、拆分子任务、组织任务清单、分配协作成员、上传任务附件、注册或注销任务智能体、更新任务智能体的主页数据、写入智能体任务记录。当用户需要创建待办事项、查看任务列表、跟踪任务进度、管理项目清单或给他人分配任务、为任务上传附件文件、注册注销任务智能体、更新智能体主页数据、写入任务记录时使用。"

officecli-docx

ZJU-REAL

"用 OfficeCLI 深度操作 .docx。判断标准看要什么能力，不看文档叫什么：只要文档需要自动更新的目录(TOC)、域（PAGE / SEQ / PAGEREF / MERGEFIELD）、编号公式与图表交叉引用、脚注尾注、原生图表、批注与修订痕迹、水印、或 OpenXML 结构校验，就走本技能——哪怕它被叫作技术方案 / 报告 / 标书 / 白皮书也一样。纯版式中文公文（通知 / 批复 / 函 / 请示）起草、套用已有 .docx 模板、批量替换 {{占位符}}、按标题锚点改写既有文档、docx 转 PDF 这类不涉及域与自动目录的场景，同样走本技能——.docx 只有这一个入口。需要「指定字段可填、其余锁定」的真·可填写表单，才改走 officecli-word-form。 Use this skill any time a .docx file is involved -- as input, output, or both. This includes: creating Word documents, reports, letters, memos, or proposals; reading, parsing, or extracting text from any .docx file; editing, modifying, or updating existing documents; working with templates, tracked changes, comments, headers/footers, or tables of contents. Trigger whenever the user mentions 'Word doc', 'document', 'report', 'letter', 'memo', or references a .docx filename."

officecli-pptx

ZJU-REAL

"用 OfficeCLI 深度操作 .pptx。判断标准看要什么能力，不看演示叫什么：需要改母版与版式、加连接线 / 箭头把图形连起来、演讲者备注、幻灯片批注、形状级 OOXML 控制、拆分合并已有 pptx、或逐页截图做视觉质检时，走本技能——哪怕它是中文汇报 / 课件也一样。从一句需求或一份提纲从零成套生成中文汇报 / 课件 / 路演（要主题配色与富版式）同样走本技能——.pptx 只有这一个基座。要跨页 Morph 动效改走 morph-ppt / morph-ppt-3d，融资路演改走 officecli-pitch-deck。 Use this skill any time a .pptx file is involved -- as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx file; editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates, layouts, speaker notes, or comments. Trigger whenever the user mentions 'deck', 'slides', 'presentation', 'pitch', or references a .pptx filename."

why

Sma1lboy

"Use for 'why does X work this way', 'why we picked Y', '为什么这么设计', design rationale, regressions, or where a magic number came from. Fans out one investigator per evidence category — in this repo that starts with the local decision record (ADRs, docs/design, the daemon issue store, the changelog, wisp) plus git history, and adds MCP-backed categories when the session has them — then returns a cited read with the gaps named. Use how for what the code does at runtime."

unslop

Sma1lboy

Strip AI writing tells from Rove's user-facing prose — README, the docs/ pages that sync to docs.rove.run, landing copy, and release notes. Use when the user says "unslop", "洗一下文案", "这读起来像 AI 写的", or after drafting any user-facing page. Adapted for this repo from cursor/plugins pstack/skills/unslop.

principle-fix-root-causes

Sma1lboy

"Apply when debugging. Trace each symptom to its root cause and fix it there; reproduce first, ask why until you reach it, resist nil-check guards that silence crashes."

no-comments

Sma1lboy

"Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints."

teach

Sma1lboy

"Explain a body of work plainly so a person actually understands it. Runs the how and why skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this change or subsystem to me'."

gws-drive

googleworkspace

"Google Drive: Manage files, folders, and shared drives."

process-discussions

lfnovo

Facilitate Open Notebook's GitHub Discussions queue — qualify Ideas, decompose them into distinct needs, verify claims in code, propose outcomes (exploring / graduated / parked / combined), draft replies, and graduate small gaps into ready Issues. Use when processing, triaging, or responding to Discussions, or when the user says "process discussions" / "vamos fazer as discussions".

doc-updates

majiayu000

doc-updates

majiayu000

issue

jeremylongshore

Use when starting a chain from a GitHub issue — turning an issue URL or number into a triaged, planned, dispatched, and reviewed pull request. Classifies the thread (bug → root-cause discipline, feature → plan chain, question → drafted reply), synthesizes a spec from the issue's own acceptance criteria, then runs the standard chain with a PR exit. Trigger with /hyperflow:issue, "work on issue #N", "fix this issue <url>", "implement this issue", "triage issue #N and raise a PR".

github-review

holon-run

"Automated PR code review skill that collects context, performs AI-powered analysis, and publishes structured reviews with inline comments. Use when Claude needs to review pull requests: (1) Analyzing code changes for correctness/security/performance issues, (2) Generating review findings with inline comments, (3) Publishing reviews via GitHub API. Supports one-shot review and CI integration."