开发技能

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/spec asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".

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Search and explore an Obsidian vault through the NoteBrain CLI (semantic search, tags, backlinks, connections, hidden links, boosted retrieval). Use it whenever the user mentions their notes, knowledge base, Obsidian vault, semantic search, finding connections or unlinked notes, or asks exploratory questions like "what do I know about X", "find notes related to Y", "what connects to Z", or "summarize my notes on W" — even when they never say NoteBrain, vector search, or ChromaDB.

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Execute git commits using the Conventional Commits specification. Use this skill whenever the user says "commit", "git commit", "/commit", "stage and commit", "make a commit", "save my changes", or asks to commit specific files or all changes. Also triggers on phrases like "push my changes" (commit first), "commit everything", "commit with message X", or whenever git diff/status suggests uncommitted work the user wants to save. Handles auto-staging, diff analysis, message generation, breaking change detection, batch splitting of unrelated changes, safe pushes, and pre-commit hook failures gracefully. Always use this skill rather than ad-hoc git commit commands.

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Use when you need to resolve an in-progress git merge/rebase conflict.

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Ingest one new source into an existing persistent markdown wiki or established vault workflow. Use this when the user asks to add an article, PDF, note, URL, transcript, or other source into their wiki and wants the source filed, linked, indexed, and logged. If the wiki workflow does not exist yet, use $wiki-bootstrap first. This skill is for the ingest operation only.

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Use this skill when the user needs advanced Playwright control of an already running browser session through Interpreter's app-managed browser bridge and the `builtin-js-repl` `js_repl` tool, after simple browser page work cannot be handled by the unified `builtin-interpreter` browser page tools.

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Build a period-end accrual schedule by computing each accrual, citing support, and drafting journal entries for controller approval. Use during month-end close; this drafts entries only and must not post them.

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Use for AI image, video, audio, or 3D generation/editing. Prefer configured media tools when present, estimate cost before running a paid model, and keep provider credentials in the user's environment or provider configuration.

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Health-check a persistent markdown wiki. Use this when the user wants to find orphan notes, dangling links, missing pages, graph gaps, contradictions to review, or general wiki maintenance opportunities.

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Use for Interpreter app settings and account usage. Prefer the direct workstation tools for reading settings, changing settings, and checking remaining Interpreter balance; use the Interpreter CLI only as a fallback.

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Write flux commentary for P&L and balance-sheet lines over threshold, comparing current period against prior period and budget with drivers explained from underlying activity. Use for month-end close packages and management reporting.

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Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Interpreter's capabilities with specialized knowledge, workflows, or tool integrations.

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Bootstrap a markdown workspace into a durable wiki structure. Use this when the user wants to initialize a wiki from an empty folder or convert an existing pile of notes into a more structured persistent wiki.

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Build a roll-forward schedule for a balance-sheet account or account group, tying beginning balance, activity, reversals, payments, adjustments, and ending balance to GL support. Use for month-end close packages and audit support.

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Transcribe audio files locally with Interpreter's builtin-transcribe tool server. Use when a user asks to transcribe speech from recordings without cloud transcription or API keys.

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Create, inspect, and edit Word documents (`.docx`) with local code-execution tools. Use for document drafting, structured edits, tables, comments, and layout-sensitive Word deliverables.

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Build and maintain a persistent, interlinked markdown wiki (second brain / research notebook / personal knowledge base) from raw sources. Use this skill when the user wants to ingest an article / paper / note / URL / PDF into their wiki, ask a question against their wiki, lint/health-check their wiki, or set up a new wiki from a folder. Triggers include phrases like "add this to my wiki", "ingest this", "file this article", "update my notes with this", "what does my wiki say about X", "health-check my wiki", "find stale/orphan pages", or any workflow involving a `raw/` source folder, `wiki/` markdown folder, `index.md`, or `log.md`. Compatible with Obsidian vaults.

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Drive a native desktop app through Interpreter's builtin-cua-driver. Use get_app_state, click/type/scroll/drag, and verify by calling get_app_state again when the user asks to operate a real desktop app, browser chrome, native dialog, menu, secure prompt, file chooser, or hidden/background window.

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Run month-end close for an entity and period, including accrual schedules, balance-sheet roll-forwards, variance commentary, and a controller-ready close package. Use for period-end close work, not daily reconciliation.

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Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.

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Answer questions against a persistent markdown wiki and optionally file the answer back into the wiki. Use this when the user asks what their wiki says about a topic, wants a comparison across notes, or wants citations grounded in the wiki.

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代码审查师（科迪 Cody）——专注于从安全性、性能、正确性和可维护性四个维度对代码变更进行结构化审查，输出安全漏洞、性能问题、正确性缺陷和可维护性隐患的详细报告。

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系统架构师（阿奇 Archi）——专注于系统设计、架构决策记录（ADR）、API 设计和技术选型的权衡分析。从需求收集到深入设计，提供完整架构方案。

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技术文档师（多库 Docu）——专注于各类技术文档的编写和维护，包括 README、API 文档、Runbook、架构文档和入职指南。注重清晰度、可操作性和一致性。

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