Synchronize CS-Notes changes between local files and Git remotes while preserving unpublished materials. Reconcile material records, validate public changes, and commit and push updates, with separate options for inspection or pull request creation.
Update existing Lark/Feishu documents while preserving comments, highlights, citations, and newer remote edits. Maintain a private local copy, apply targeted changes, and verify the updated document for ongoing project use; LoopX integration is optional.
Review the final set of code changes for a LoopX goal, check reuse and simplification, and record validation results in a quality receipt tied to the exact changes being delivered or merged.
Manage a project's stored materials through inventory, migration, archiving, and ranking based on verified source reads. Changes follow owner approval, preserve material references, and include validation records and rollback procedures.
Gather recent AI products, papers, tools, and viewpoints into a Chinese and English HTML daily report. Select up to ten supported items, check original sources where possible, and summarize shared trends with practical next actions.
Turn API documentation, SDKs, or existing scripts into reusable command-line tools for Codex. Build focused read and write commands, stable JSON output, authentication checks, and a companion skill explaining how future sessions should use the tool.
Draft and revise Chinese technical articles and notes with clear conclusions and supporting evidence. Preserve the author's experience, important quotations, and technical detail while distinguishing facts from inferences and improving the structure where needed.
Research product, design, and technical questions using external sources. Check where claims come from, distinguish observed behavior from interpretation, and turn findings into comparisons, recommendations, or concrete next steps for implementation.
Organize mixed Git changes into focused commits and pull requests that reviewers can follow. It preserves unrelated work, checks proposed changes for private information, runs relevant validation, and pushes or opens pull requests when authorized.
Inspect GitHub pull requests, issues, and automated workflow runs using the gh command-line tool. Check PR status, investigate failed jobs, and retrieve structured JSON or API data without opening a browser.
Turn menus, menu photos, and tasting observations into organized restaurant notes. Preserve sensory details, add grounded culinary context, compare relevant earlier experiences, and keep separate visit records when updating an existing note.
Walk Chinese-speaking users through code or a pull request while checking correctness. Follow the actual execution flow, explain key implementation choices, and report concrete defects with trigger conditions, consequences, and precise file locations.
Coordinate Lark and Feishu work from Codex by routing requests to the appropriate skills and CLI commands. Resolve linked objects, choose user or bot access, and guide reading or updates to documents, spreadsheets, events, and tasks.
Find learning materials across papers, official documentation, and code repositories, then prioritize them using source evidence, current goals, and reading history. It also supports detailed reading explanations and integrating findings into a specified note.
Read WeChat Official Account articles through available web or browser tools. Summarize the content actually accessed, check article details and relevant images, and clearly report reading limits, verification barriers, and claims that remain unverified.
Read 小红书 / RedNote posts from shared links and summarize captions separately from information inside images. Check the post's identity and image order, then report sources, reading coverage, and claims that remain unverified.
Retrieve an arxiv paper's full text from its HTML version using an ID or URL. Extract readable text with section structure, optionally save it to a file, and prepare it for reading, notes, or technical analysis.
Build or update the BlueBubbles channel plugin for Clawdbot. The skill explains code locations, existing helper functions, message delivery, connection checks, and webhook handling, which receives incoming messages and attachments through HTTP notifications.
Improve existing code through up to two optimization rounds, measuring execution time and memory use against a baseline. Verify that results remain correct, save the optimized code, and document changes, measured gains, and trade-offs in a report.
Collect industry information from RSS feeds, websites, and APIs using over 207 configured sources. Remove duplicates, apply AI scoring, categorization, and summaries, and produce Markdown reports or JSON data.
Research complex topics through repeated web searches, adjusting the next search based on earlier findings. Combine the collected information into a detailed Markdown report with source references, conclusions, and remaining uncertainties.
Organize menus and tasting notes while preserving personal impressions and comparing related dining experiences. Separate firsthand sensations, public information, and observations that still need verification to produce grounded tasting analysis.
Generate an image from a clear text description using the included Python script and receive its URL. Authentication uses an image API key from environment variables, with a fallback through Volcengine access credentials.
Work with MCP servers, which expose tools to AI agents, through the mcporter CLI. List available tools, configure connections, authenticate, call tools directly, and generate command-line interfaces or TypeScript clients and types.
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