Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development,…
Create or update the feature specification from a natural language feature description.
Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
Create or update the project constitution from interactive or provided principle inputs, ensuring all dependent templates stay in sync.
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
Execute the implementation plan by processing and executing all tasks defined in tasks.md
Convert existing tasks into actionable, dependency-ordered GitHub issues for the feature based on available design artifacts.
Local evidence retrieval (FlashRAG-style) for VCO/vibe: search protocols/config/skills docs and return citeable snippets with file+line anchors.
Expert in groups, rings, fields, and algebraic structures with applications to cryptography and number theory
Stage-based submission checklists for papers/reports: pre-submission, submission, revision/rebuttal, camera-ready.
Codex compatibility layer for SuperClaude /sc:* commands with vibe-adapted routing.
Deterministic mathematical computation using SymPy. Use for ANY math operation requiring exact/verified results - basic arithmetic, algebra (simplify, expand, factor, solve…
Master discrete mathematics, logic, formal proofs, and computational thinking. Build the mathematical foundation for all computer science.
Write research/technical reports with strong structure + figure standards. Supports Markdown/HTML/PDF outputs (Quarto optional), executive summary, methods, results, discussion,…
Build research slides with text-first source (Slidev/Marp/Reveal/Quarto) and reproducible export (PDF).
Minimal compatibility wrapper for vibe Dialectic Mode (multi-perspective design analysis).
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode.
Deep web research for VCO: multi-hop search+browse+extract with an auditable action trace and a structured report (WebThinker-style).
Statistics, probability, linear algebra, and mathematical foundations for data science
Selects the appropriate quasi-experimental method (DiD, ITS, SC) based on data structure and research questions. Use when the user is unsure which method to apply.
Intelligent file write error handler: diagnoses permissions, disk space, path length, file locks before retrying.
Enforces structured, highly documented storage for code and data projects. Use when working on machine learning scripts, data processing, code creation, or script modification…
Codex-local role pack for dialectic multi-agent reviews, designed to be compatible with the local vibe skill.
Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, pathway mapping,…
Generate a custom checklist for the current feature based on user requirements.
Use when planning an end-to-end scholarly publishing workflow, including manuscript source-of-truth, submission assets, revision/rebuttal files, camera-ready checks, reproducible…
Use when diagnosing stale or orphaned Node.js processes launched by VCO, auditing ownership/liveness, or safely simulating cleanup without touching external Node workloads.
⚠️ CRITICAL USER EXPERIENCE-BASED SKILL - ALWAYS CONSULT BEFORE DATA PREPROCESSING ⚠️ Prevents catastrophic errors (88.9% error rate in V1.0 case study) through multi-level…
Codex-compatible cancel command for Ralph loop state, preserving the original command name.
Treat manuscripts as software: version control, reproducible builds, figure pipelines, CI, and structured repo layout.
Execute through the full governed path with an implementation-forward bias while keeping canonical vibe as the only governed runtime.
Discover codebase patterns, conventions, and unwritten rules before making changes. Use when implementing features, fixing bugs, or refactoring code.
Design the approach and execution plan by entering the canonical vibe runtime with a planning-first bias.
Detects and prevents data leakage in machine learning and mathematical modeling. Use after ML tasks involving data cleaning, feature engineering, data augmentation, algorithm…
Estimate causal effects from existing data. Use when fitting or interpreting DiD, ITS, synthetic control, regression discontinuity, or other treatment-effect analyses, including…
4-phase structured analysis wrapper for vibe pre-routing (compatible with claude-code-settings think-harder semantics).
Process and manipulate office documents including PDF, DOCX, PPTX, and XLSX files. Use when working with document extraction, conversion, form filling, or spreadsheet operations.
Clarify intent and freeze requirements by entering the canonical vibe runtime with a discovery-first bounded stop.
Upgrade the local Vibe-Skills installation to the latest official default-branch state.
Comprehensive data visualization toolkit for creating beautiful, mathematically elegant visualizations with D3.js, Chart.js, and custom SVG.
Use when the user asks to create or edit videos end-to-end (script→video, auto-cut/jumpcut, captions/subtitles, polishing for Shorts/Reels/TikTok).
Windows环境下Claude Code插件Hook执行错误的诊断与修复。当遇到hook error、cannot execute binary file、.sh regex误匹配、WSL/Git Bash冲突时使用。
Reply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded replies back, and validate OOXML.
Property-based testing with Hypothesis for discovering edge cases and validating invariants. Use when implementing comprehensive test coverage, testing complex logic with many…
Create beautiful data visualizations with mathematical elegance, color theory, and narrative design - the "Data is Beautiful" aesthetic.
Guidelines for writing and reviewing Insiders and Stable release notes for Visual Studio Code.
Use when building a LaTeX manuscript submission pipeline with templates, latexmk, BibTeX/Biber, chktex, latexindent, CI PDF builds, compile debugging, and submission zip packaging.
Problem-solving strategies for gradient methods in optimization
High-performance CSV processing with xan CLI for large tabular datasets, streaming transformations, and low-memory pipelines.
Compatibility router for /speckit.* workflows into /vibe-first Codex execution.
Routes problems to appropriate mathematical frameworks using expert heuristics
Git提交与调试反思报告生成技能。用于分析开发过程中的错误、调试步骤和解决方案,生成结构化的中文反思报告,并创建包含报告引用的Git提交。显式请求词:反思提交、智能提交、生成调试报告、commit with reflection。