Business & Operations

Excel XLSX create, read, edit, analyze. Triggers: Excel, .xlsx, spreadsheet, financial model, data analysis, pivot, chart.

PowerPoint PPTX create, read, edit, review. Triggers: PowerPoint, PPTX, presentation, slides, deck.

PDF 읽기·생성·편집·리뷰. reportlab/pdfplumber/pypdf + Korean CJK font handling, TOC generation, purpose-driven workflow, visual verification, and ELI5 patterns.

HWP/HWPX create, read, edit, review, template-fill, QA. Triggers: 한글, .hwp, .hwpx, HWP, HWPX, Korean documents, 한컴오피스, OWPML.

Chrome browser control: open pages, take ref snapshots, click, type, screenshot. Requires cli-jaw server running.

Use when the user asks to analyze package upgrades, check for outdated dependencies, plan npm/NuGet updates, or assess breaking changes in package updates. Triggers on keywords like "upgrade packages", "outdated", "npm update", "breaking changes", "dependency upgrade", "package update", "version upgrade".

Use when the user asks to debug, diagnose, fix a bug, troubleshoot errors, investigate issues, or pastes error messages/stack traces. Triggers on keywords like "bug", "error", "fix", "not working", "broken", "debug", "stack trace", "exception", "crash", "issue".

Use when the user asks to analyze package upgrades, check for outdated dependencies, plan npm/NuGet updates, or assess breaking changes in package updates. Triggers on keywords like "upgrade packages", "outdated", "npm update", "breaking changes", "dependency upgrade", "package update", "version upgrade".

Use when the user asks to debug, diagnose, fix a bug, troubleshoot errors, investigate issues, or pastes error messages/stack traces. Triggers on keywords like "bug", "error", "fix", "not working", "broken", "debug", "stack trace", "exception", "crash", "issue".

Verify any change, fix, behavior, artifact, workflow, or external state through current evidence from its authoritative surface. Use when the user invokes $verify or asks to verify, prove, check, or demonstrate something.

VibeCoding 执行阶段：计划排期(P)和执行实现(E)。由 vibecoding-workflow 编排调度，不直接触发。包含 Sprint Contract 协商、任务拆分、编码执行、Reflexion 自查。仅在 workflow 指示进入 P 或 E 阶段时使用。

Service understanding and analysis. Provides service overview, business analysis, architecture analysis, and operations analysis. Use when onboarding to a codebase or understanding service boundaries.

Use when you need to read live data or business-process state from a running project — users, departments, dictionaries, workflow/approval status, reports — through that project's MCP capability server. Connects over standard MCP (Streamable HTTP/SSE or stdio), pulls the Capability Manifest, and calls read-only tools. The caller's identity (JWT) is passed through and the target system enforces authentication, role/permission and row-level data-permission on every call. This is a runtime read ...

Use when you need to read live data or business-process state from a running project — users, departments, dictionaries, workflow/approval status, reports — through that project's MCP capability server. Connects over standard MCP (Streamable HTTP/SSE or stdio), pulls the Capability Manifest, and calls read-only tools. The caller's identity (JWT) is passed through and the target system enforces authentication, role/permission and row-level data-permission on every call. This is a runtime read ...

Material-based AI weekly report system. Use when the user mentions 周报, week report, weekly report, 本周总结, 工作总结, 写周报, 生成周报, 帮我写周报, 本周工作, 上周周报, 查看周报, 周报系统, 记录工作, 纳入周报素材, 周报素材, plan, experiment, 方案文档, 复盘文档, or asks to summarize recent repo activity into weekly report materials. This skill captures work materials, syncs them to Git, and generates weekly reports from structured materials.

VIO (Visual Inertial Odometry) data processing utilities for SE(3) pose conversion and 3D visualization. Use when working with SE(3) matrices and need pose representation conversion (tx,ty,tz,qw,qx,qy,qz), 3D visualization of pose trajectories with orientation arrows, or Visual Inertial Odometry data transformation and analysis

Translate and localize uCoz site content via MCP and uAPI: module materials and categories, design templates and global blocks, site menus, Page Editor pages, and associated images. Supports in-place translation and copy/migration with translation to another uCoz site.

Redesign and restyle uCoz sites via MCP: colors, typography, CSS, header/footer, global blocks, menus, forms, and module templates (blog, shop, forum, photos, users, search, subscriptions). Use when the user asks to redesign, restyle, change the design or CSS, or make a uCoz site look better.

Use when asked to set up, review, or operate a repository's GitHub Project workflow, including ready claims, human-owned Planning work, unknown remote mutation outcomes, Backlog triage, epics, checkpoints, next-issue execution, or an authorized drain.

Publish a plan, spec, or any project markdown doc as a private shareable web page so a non-terminal colleague can read and comment on it. Pins the artifact URL in a sidecar so re-sharing the same doc updates the same link instead of spawning duplicates. Use when handing a PLAN_*.md, SPEC_*.md, or review doc to a human who does not live in a terminal.

Pre-spec feasibility plus prior-art plus knowledge-base query. Resolves unknowns before planning so the spec is grounded in evidence, not assumption. Runs first (DAG level 1), only when the build has unknowns. Stops the pipeline from re-solving a solved problem or planning on a guess.

Planning pipeline for deep NON-CODE deliverables: strategy docs, product specs, competitive analysis, board updates, proposals, research memos. Runs plan-for-the-plan first (source inventory, deliverable brief, extraction plan) so the model never drafts straight from a prompt, then mines each source into cited evidence and gates the draft on Bar K (every claim traceable) plus the shared weasel-phrase scan. Use instead of cfn-megaplan when the deliverable is a document, not a build.

Privacy rule management — detect PII in sessions and manage element-block, URL, and network privacy rules. Use when you need to propose, create, list, delete, or promote privacy rules for a Fullstory org.

Code review, implementation review, 源码评审、实现复审。Use when: implementation Candidate 已形成，需要基于已批准需求/设计和精确 Git 边界做首次完整 Code Review 或整改 delta 复审。Do not use for API/HLD/LLD/Test/Runbook review or deployment approval.