ruc-nlpir
- 27 skills
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- 5 hours ago last updated
- ▌ File Manager 2 · ruc-nlpirOpenClaw automated file management assistant for batch file operations, smart classification, duplicate file cleanup, file renaming, directory sync, and file workflow automation. Use when the user needs to organize files, batch rename, clean duplicates, sync directories, or automate file workflows.
- ▌ Web Search Plus 2 · ruc-nlpirUnified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Querit (Multilingual AI Search), Exa (Neural), Perplexity (AI Answers), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.
- ▌ Planning With Files · ruc-nlpir bundleImplements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring >5 tool calls. Supports automatic session recovery after /clear.
- ▌ Arbor Agent Tools · ruc-nlpir bundleDeterministic helper layer for emulating Arbor tools in Codex or Claude Code when native TreeView, TreeAddNode, TreeSetMeta, RunExecutor, GitMergeBranch, or report tooling is unavailable. Use for local state management, eval score capture, executor prompt generation, merge checks, and skill forward tests.
- ▌ Arbor Agent Ideate · ruc-nlpir bundleStrict IDEATE-stage skill for Arbor. Use immediately after TreeView(format="constraints") when drafting Idea Tree nodes, enforcing the idea_drafting and first_principles_probe behavior, depth-aware idea levels, four-line TreeAddNode hypotheses, conflict checks, and self-filtering against shallow tweaks.
- ▌ Arbor Agent Search · ruc-nlpir bundleRelated-work and novelty annotation phase for Arbor. Use after a node has been experimentally validated, especially before merge decisions, to emulate SearchIdeaContext/SearchIdeaContextParallel/SearchStatus, validated-node gating, background SearchAgent behavior, and structured prior-art summaries.
- ▌ Arbor Agent Executor · ruc-nlpir bundleExecutor-dispatch phase for Arbor. Use when implementing an Idea Tree node through RunExecutor or RunExecutorParallel semantics: isolated git worktree, executor prompt construction, eval metadata injection, RunTraining policy, smoke/full evaluation, report parsing, artifact persistence, tree update, and insight propagation.
- ▌ Arbor Research Agent · ruc-nlpir bundlePublic entrypoint for the Arbor skill suite. Use when a user wants to run an Arbor-style autonomous research or optimization workflow from a natural-language goal, including initial clarification of objective, target project, data, metric, evaluation, permissions, budget, run mode, and then automatic bootstrapping into arbor-agent-orchestrator and phase skills.
- ▌ Arbor Agent Merge Eval · ruc-nlpir bundleMerge and evaluation discipline for Arbor. Use for TreeSetMeta metadata, B_dev/B_test separation, eval command templates, score parsing, GitMergeBranch behavior, protected paths, required outputs, metric_direction, trunk/test score updates, medal detection, and final evaluation before stopping.
- ▌ Arbor Agent Coordinator · ruc-nlpir bundleCoordinator phase for Arbor: persistent ReAct loop, Idea Tree state, INIT/OBSERVE/IDEATE/SELECT/DISPATCH/DECIDE protocol, tool mapping, cycle caps, and coordinator-only behavior. Use after setup/intake and before phase-specific ideation, executor, merge, search, or report skills.
- ▌ Arbor Agent Orchestrator · ruc-nlpir bundleTop-level controller for recreating the open-source AutoResearch workflow as a suite of skills. Use when the user asks to run, emulate, extract, validate, or refine Arbor/AutoResearch behavior, especially when a coordinator must load phase skills for setup, ideation, executors, merge evaluation, novelty search, plugins, resume, and reports.
- ▌ Arbor Agent Setup Intake · ruc-nlpir bundleSetup, intake, preflight, and launch-contract phase for open-source Arbor runs. Use when confirming a target project, metric, baseline, dev/test split, config/plugin settings, branch guard, session directory, or when translating a user goal into the precise contract consumed by the coordinator.
- ▌ Arbor Agent Resume Report · ruc-nlpir bundleResume, checkpoint, event, dashboard, finalization, and report phase for Arbor. Use when continuing interrupted sessions, handling running-node requeue, writing checkpoints/messages, consuming events.jsonl/run_stats, recovering best submissions, generating REPORT.md, or summarizing durable artifacts.
- ▌ Arbor Agent Plugins Hitl Budget · ruc-nlpir bundleDomain adaptation, human-in-the-loop, and budget policy phase for Arbor. Use when a run mentions plugins, plugin profiles, mle_kaggle, eval_contract, protected_paths, required_outputs, lifecycle hooks, convergence, budget_policy, RunTraining stages, AskUser, or interaction modes auto/direction/review/collaborative.
- ▌ Git · ruc-nlpirGit commits, branches, rebases, merges, conflict resolution, history recovery, team workflows, and the commands needed for safe day-to-day version control. Use when (1) the task touches Git, a repository, commits, branches, merges, rebases, or pull requests; (2) history safety, collaboration, or recovery matter; (3) the agent should automatically apply Git discipline instead of improvising.
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- ▌ Docker · ruc-nlpirDocker containers, images, Compose stacks, networking, volumes, debugging, production hardening, and the commands that keep real environments stable. Use when (1) the task touches Docker, Dockerfiles, images, containers, or Compose; (2) build reliability, runtime behavior, logs, ports, volumes, or security matter; (3) the agent needs Docker guidance and should apply it by default.
- ▌ Terminal · ruc-nlpirLocal shell copilot for command planning, safe execution, preview-first workflows, output summarization, privacy-aware history controls, and step-by-step terminal help. Use whenever the user wants to run terminal commands, inspect files, debug shell issues, automate local tasks, or translate natural language into shell actions. Prefer safe preview before mutation. Require explicit confirmation for destructive commands. Local-only.
- ▌ Obsidian · ruc-nlpir bundleWork with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
- ▌ Word DOCX · ruc-nlpir bundleCreate, inspect, and edit Microsoft Word documents and DOCX files with reliable styles, numbering, tracked changes, tables, sections, and compatibility checks.
- ▌ Excel XLSX · ruc-nlpir bundleCreate, inspect, and edit Microsoft Excel workbooks and XLSX files with reliable formulas, dates, types, formatting, recalculation, and template preservation.
- ▌ Productivity · ruc-nlpirPlan, focus, and complete work with energy management, time blocking, goals, projects, tasks, habits, reviews, priorities, and context-specific productivity systems; use when (1) the user needs help with productivity, focus, time management, planning, priorities, goals, projects, tasks, habits, or reviews; (2) they want a reusable structure or workspace for organizing work; (3) ongoing work should be routed through a dedicated productivity framework.
- ▌ File Manager · ruc-nlpir bundleOpenClaw自动化文件管理助手，用于批量文件操作、智能分类、重复文件清理、文件重命名、目录同步等任务。当用户需要整理文件、批量重命名、清理重复文件、同步目录或自动化文件工作流时使用此技能。
- ▌ Web Search Plus · ruc-nlpirUnified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Querit (Multilingual AI Search), Exa (Neural), Perplexity (AI Answers), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.
- ▌ Imap Smtp Email · ruc-nlpir bundleRead and send email via IMAP/SMTP. Check for new/unread messages, fetch content, search mailboxes, mark as read/unread, and send emails with attachments. Supports multiple accounts.
- ▌ Gitlab CLI Skills · ruc-nlpirComprehensive GitLab CLI (glab) command reference and workflows for all GitLab operations. Use when working with merge requests, CI/CD pipelines, issues, releases, repositories, authentication, variables, labels, milestones, snippets, or any glab command. Covers 37+ sub-commands including glab mr, glab ci, glab issue, glab repo, glab release, glab variable, and more.
- ▌ Paddleocr Doc Parsing · ruc-nlpirUse this skill to extract structured Markdown/JSON from PDFs and document images—tables with cell-level precision, formulas as LaTeX, figures, seals, charts, headers/footers, multi-column layout and correct reading order. Trigger terms: 文档解析, 版面分析, 版面还原, 表格提取, 公式识别, 多栏排版, 扫描件结构化, 发票, 财报, 复杂 PDF, PDF转Markdown, 图表, 阅读顺序; reading order, formula, LaTeX, layout parsing, structure extraction, PP-StructureV3, PaddleOCR-VL.